Sandy Kory:一位痴迷创始人的投资人,押注 BillionToOne、BaseTen 与 Palantir
- Sandy Kory 在 2009 年 3 月前后 Palantir 的过桥轮融资中投入了约一半身家——事后看接近市场底部——主要依据是对人才密度的判断,而非详尽的业务分析。 一位斯坦福研究生院同学、录音中姓名在 Shawn/Shyam Sankar 之间有所出入,极力称赞这支团队;Kory 的判断是统计性的:“这可能是全世界最聪明、最有野心的一群人。” 当时公司几乎解释不清自己的业务——Kory 回忆说,2008 年他还在向 Joe Lonsdale 解释“收入的定义”——而顶级 VC 认为这只是一家政府咨询公司。
- 他的筛选方法极度轻产品:“90% 的谈话会围绕你在创业之前做过的事情展开”,想展示幻灯片的创始人则被告知会后发来即可。 创始人会接受如何做 pitch 的辅导,却不会接受如何讲述人生经历的训练,因此他认为,创业前的人生经历里包含更多信号。他还认为,越早期的阶段,超额收益越多,也越有空间采用真正不同的方法。
- 吸引人才是他权重最高的信号之一——“坦率说,这可能是最重要的事情。” 如果手里有一台能看到两年后情况的水晶球,他会问刚加入公司的那名工程师是什么水平。他反复放弃一些其他条件很有吸引力的交易,原因就是无法确信创始人能招来优秀人才;在他看来,招聘质量是获得融资的初创公司开始放缓的首要解释。
- 他偏好传教士型创始人,而非雇佣兵型创始人,并称许多 VC 并不在意这一区别。 他会选择 Anthropic 的创始人,而不是那些离开公司加入 Meta 的创始人;但他也指出,Uber 或 Facebook 这样的高竞争力赢家,未必真的以使命为驱动。使命感能够吸引人才,这也连接回他在 Palantir 看到的人才密度。
- BillionToOne 展示了这套方法:Kory 通过一篇介绍 YC 短命 Fellowship 项目的 TechCrunch 文章发现了它,在之后一轮 400 万美元估值融资之前就已投资,并不断追加仓位。 主持人说,他认为这家公司如今的价值约为 40 亿美元。节目讨论时,这家上市公司披露的季度收入约为 1 亿美元——按约 100% 的增速计算,年化收入约 4 亿美元——同时已经盈利;其中大部分收入来自 NIPT 产前检测,而使用“化学显微镜”的液体活检业务增速更快。
- 他的竞争判断是:真正的洞见会在 6 个月到 1 年内吸引获得融资的竞争者——由 Sequoia、Kleiner 和 Andreessen 支持的对手都会出现。 核心问题在于,竞争发生时创始人和投资人会作何感受:BillionToOne 的情况是,“100 个竞争者进入市场——太好了,这会很有意思。” 他不太看重背调,也不接受“10 分钟就能稳定形成判断”的说法;他会不带羞耻感地提出基础问题,从不一致之处寻找信号。
- SendCutSend 展示了另一条项目来源路径:Kory 与创始人 Jim Belosic 建立了高度信任的并购关系,曾建议他不要出售自己白手起家的软件公司。 2021 年,这家制造业公司难以吸引投资人时,Kory 通过 SPV 投入了 150 万美元。公司垂直整合零部件制造,客户结构从以极客和中小企业为主转向以工业客户为主;客户包括在 Tesla、SpaceX 和 Anduril 工作的人,需求主要来自主动找上门。Patrick Collison 后来听说 Belosic 的 10 亿美元估值目标,提出投资 1,000 万美元,随后又把他介绍给 Sequoia 和 Paradigm 的 Matt Huang。
- Kory 预计,在 AI 占主导的未来,创始人公式仍然有用,但也承认自己未必能执行好这套方法。 他引用了一句不确定是 Jeff Bezos 还是其他人说的话,核心是关注不会改变的事情;在他看来,杰出、坚定、有资源整合能力、以使命为导向且具备智识诚实的创始人仍会成立——即使未来每个人类对应 1,000 个智能体——只要资本主义能够相对正常地运行,这套公式就应该有效。
1. Palantir 下注:用关于人才的统计判断押上半数身家
- Kory 的入行路径是:没有 VC 愿意从斯坦福招他——在他看来,风投像是“奥林匹斯山诸神才会做的事情”——于是他加入一家为白手起家的科技公司提供咨询的精品并购公司,并靠此积累资金进行天使投资。研究生阶段,他结识了一位在录音中被分别称为 Shawn/Shyam Sankar 的同学;大家都认为这位同学很可能成功,他后来于 2007 年作为 Palantir 第 13 号员工加入公司,并不断称赞团队:“你的朋友认识 LeBron James,还说这些人打篮球太厉害了。”
- 2009 年 3 月前后,Sankar 联系他参与一轮过桥融资——Palantir 其实不缺钱,只是“世界可能要完了”——Kory 投入了约一半身家。他的判断框架是推断:“这些人不属于硅谷最离谱、最有才华的人之一的概率有多大?” 他用净现值的逻辑为这种集中下注辩护:“如果我需要钱,我会赚到钱。”
- 这个决定很快完成:他索要资料,Joe Lonsdale 发来一封很长的邮件,随后他就投了钱。大约 15–16 个月里,Kory 投资了 Palantir、被公司裁掉,又与合伙人 Mike 创办了自己的并购公司;在公司于 2012 年实现现金流转正前,他甚至动用了 401(k) 支付房租。
2. Palantir 解释不清自己的业务——这本身就是一课
- Kory 认为自己最能体现逆向信念的案例,是 2008 年与 Lonsdale 喝咖啡时,曾向他解释“收入的定义”。当时公司没人知道这个技术定义,但 Kory 说这并不影响业务,因为公司的进展非常好。他仍然认为,如果公司要上市,就必须有人理解 GAAP 财务报表;但在更早阶段,人才密度和野心更重要。
- 当时顶级 VC 放弃 Palantir,是因为它看起来像一家向政府出售服务的“咨询公司”。Kory 说,公司在很多方面都“极度逆向”;不是每个逆向选择都创造了价值,但它对第一性原理的极端思考,以及真实而非表演性的使命感,确实存在。
- 为什么 Sankar 会引入一位新天使投资人?Kory 说,这是朋友在帮他:Sankar 认为 Kory 足够聪明,能够理解这次机会,而且两人过去互相帮过忙。主持人的反应是:“Sandy,我需要更好的朋友。”
3. 双重生活:白天做并购,晚上和周末做天使投资
- 他的并购业务让他形成了一个反向信号判断:对于白手起家的公司,“公司越赚钱,创始人越可能不知道具体数字”。外部人看到的是粗糙,Kory 看到的却是价值;他也因此熟悉了创始人误导投资人的各种方式。
- 与此同时,他在周末主动挖掘 YC 初创公司,以及澳大利亚和非洲的公司;工作日则为 Saskatchewan、Ontario、Texas 和 Florida 等地的白手起家企业提供并购咨询。创始人以为这位并购顾问是来劝他们出售公司的,但 Kory 的实际判断是,Palantir 和 Canva 这样的公司不太可能出售;他也经常免费为陷入困境的被投公司提供建议。
- 被问到是否放弃了一套有价值的投行技能时,Kory 说,多数 VC 并不太懂并购,因为他们用不着。他的 WhatsApp 例子是:Zuckerberg 要求一笔 100 亿美元的交易周一完成——一笔罕见的独角兽交易,VC 无法从中学到通用的并购方法论。并购知识帮助他完成了 Fund I 的两笔较小退出,但真正的大赢家会是 Palantir 和 Canva 这样的公司,在这些交易里并购经验并不重要。
4. Horizon 于 2021 年末构想,2022 年靠信任启动,而不是靠苦苦募资
- Kory 拒绝了新兴管理人的募资苦旅:“我只是不想成为那个挨家挨户敲门、说‘给我钱’的人。” 多年来,他曾让别人以很少甚至零报酬参与自己的交易——包括 Canva 和一轮 BillionToOne 的过桥融资——“有点像”那位朋友当年帮他参与 Palantir。
- 2021 年,他与一位客户运营了 2 个 SPV;对方白手起家的科技公司在 6 个月内实现了约 1.5–2x 的资本回报,后续还有更多收益预期。再加上多年帮助并购客户赚钱,这些经历为 Fund I 打下了高信任基础。他开玩笑说:“好市场会让我们所有人都以为自己比实际更聪明、更好看。”所以 2021 年的他既非常聪明,也非常英俊。
- 他在 2021 年末决定创办基金,2022 年起全职做风投。他把几乎全部并购现金流留给 Mike,只保留了一个持续数年的有限分成安排。从斯坦福那堂由 VC 授课的课程算起,这段路走了约 20 年;他的安慰是,Ray Kroc 54 岁才创办 McDonald's,这意味着他还有 8 年可以“折腾”。
5. BillionToOne:来自一个被取消的 YC 项目,400 万美元估值是后来才出现的
- 项目来源靠的是跑腿式挖掘:TechCrunch 介绍了 YC 短命 Fellowship 项目中的 6 家公司。这个项目允许缺乏太多 traction 的公司参与,而且本身不涉及投资。Kory 联系了其中 3 家,BillionToOne 是其中之一。
- 3 位创始人当时即将完成博士学位,显然是在 Stanford;他们聪明、有活力、未经打磨,而且异常诚实,尽管并不擅长向投资人募资。Kory 说自己“九年级就睡过了生物课”,于是不断提出基础问题;他被打动的是,3 人能够把极其技术化的概念讲清楚。在医疗领域,他认为跨越不同知识背景进行沟通的能力是一个重要信号。
- 后来他听说,CEO 曾在土耳其高中科学考试中取得最高分;还有一位创始人曾把父亲诊所的血液样本装在外套或行李箱里带入美国。他说,这些人其他方面都是遵守规则的人,而这些故事传递出的是投入和决心。
- Kory 先投了一笔小额 pre-seed 支票,在团队募资期间把金额翻倍;约 1 年后公司以 400 万美元估值融资,他又追加了一笔。这些支票金额都不大,但 BillionToOne 最终成为他写支票次数最多、作为天使投资人投入最多的公司。
- 离开的那位创始人,是因为机会发生了变化,而不是因为诚信问题。最初的计划是瞄准印度和东亚的 β 地中海贫血市场,因为团队预计美国监管会更难。当团队发现美国市场更容易进入、机会也更好时,专注印度市场的联合创始人选择离开。Kory 说,BillionToOne 是他投资过的唯一一家每次都超预期的公司,包括始终专业的季度更新。
6. 化学显微镜:约 4 亿美元年化收入、已盈利、增速约 100%
- 节目讨论时,BillionToOne 已经上市,季度收入约 1 亿美元,年化收入约 4 亿美元,增速约 100%,且实现了有意义的盈利;Kory 认为,这对一家诊断公司而言并不常见。收入约 90% 来自 NIPT,即无创产前检测:胎儿 DNA 会在母体血液中循环,因此只需抽取一次母亲的血液,就能筛查胎儿的遗传风险。
- 另外约 10% 的收入来自肿瘤业务,也就是液体活检;这部分增速更快,可能才是更大的商业机会。癌症治疗结束后,血液检测可以寻找残留的突变癌 DNA,而不是等待组织活检显示癌症复发。
- Kory 将这项技术称为“化学显微镜”。传统方法会放大微弱信号,但也会同时放大噪声,就像把一枚硬币放大到模糊不清。BillionToOne 会向样本中加入已知 DNA 片段,将材料放大最多约 100 万倍,再利用已知信息去除噪声,从而实现极高灵敏度的单分子检测。“当时听起来太科学了,”他说,“但它真的做成了。”
7. 观察镜头:90% 的谈话围绕创业前的人生展开
- Kory 的核心理念是,越早期的阶段,超额收益越多,也越有空间采用真正不同的方法。他承认,以创始人为中心、以市场为中心,甚至更不寻常的方法,都可能带来持续成功;但到了后期,投资分析会逐渐收敛到一套更容易识别的框架。用他略显自夸的类比来说,他的目标与 BillionToOne 类似:在大海捞针。
- 他的做法非常明确:“90% 的谈话会围绕你在创业之前做过的事情展开。” 创始人有时想展示幻灯片,但他会告诉他们之后发来即可。他曾放弃一些最初想法很糟、后来却成功转型的创始人,这进一步强化了他的判断:创业前的人生经历里包含更多信号。
- 他说,创始人经常接受如何讲出投资人想听的话的训练,却不会接受如何讲述人生经历的训练。他也承认自己曾在定型前尝试过不同路径,包括基于 traction 的投资——“400 万美元估值、50 万美元收入?算我一个”——以及以市场为中心的投资。Veeva 是他举的例子:即使没有他现在的创始人优先框架,仅凭市场洞察,也可能投出一笔极佳的投资。
8. 创始人创伤被过度强调——寻找绝对的异常值信号
- Kory 谨慎地反驳“杰出创始人必须拥有创伤性童年”这一观点。他指出,Mark Zuckerberg、Bill Gates,也许还有 Larry Page,都来自相对良好的家庭;同时他强调,不同人对困境的体验并不相同。因此,他寻找的是“绝对的异常值迹象”,而这些迹象可以有很多种形式。
- 他举的例子是智能眼镜创始人 Tom Suarez。Google Glass 在 Suarez 高中时期出现后,他开始对增强现实产生兴趣。一位前同学后来确认,Suarez 的痴迷程度异常高;在 Georgia Tech 的工程实验室里,他一直戴着 Google Glass。Suarez 退学后,第一家相关公司取得的成绩有限,如今正在推进第二家公司。
- 对 Kory 来说,信号是痴迷加博学:Suarez 自学成才,能正向和反向编写软件,也能讨论波导和光学。Kory 对这些领域缺乏深度,但相信自己能识别其中是否真实可靠,通常还会得到世界级专家的进一步验证。
- 这套公式是:在一两个领域拥有极端才能,同时“没有负面因素”。他留意的负面因素包括吹牛、缺乏智识诚实,以及过度商业化。他也补充了一个限定:“我可能会判断错。”
9. 传教士型胜过雇佣兵型,吸引人才是总信号
- 当被问到是否会选择 Anthropic 的创始人,而不是那些转投 Meta 的创始人时,Kory 回答是肯定的。他认为,很多 VC 没有足够重视传教士型动机和雇佣兵型动机的区别;但他也指出,Uber 和 Facebook 这样的公司可能极具竞争力、创始人也很聪明,却未必真正以使命为导向。
- 他的逻辑是,相信手头的工作有益,会吸引人才。“人才密度和吸引人才的能力非常重要,”他说;而吸引人才“坦率说,可能是最重要的事情”。如果只能获得一个关于公司投资 2 年后情况的数据点,他会问:刚刚加入公司的那名工程师,水平如何?
- 至于如何给这些因素打分,Kory 说,做天使投资的前 5 年里,他曾给创始人、市场和其他因素排序,但后来获得的数据噪声很大。他不接受把判断称为“直觉”或“艺术与科学”这种伪科学套话,同时承认自己的科学性并不强。他保留的 Peter Thiel 启发式是:如果一项投资的喜欢程度只有一半,就不该只写一半大小的支票;而是根本不该投资。
10. 竞争判断:获得融资的对手不可避免——“尽管来”
- 逻辑链条是:一个好的市场洞察会在 6 个月到 1 年内吸引获得融资的竞争者;Sequoia 可能支持一家,Kleiner 支持另一家,Andreessen 再支持一家。Kory 说,问题不是竞争是否出现,而是竞争出现时投资人会有什么感受。“如果竞争没有发生,说明市场本来就不存在。”
- 有些投资在竞争者出现时会让他想:“糟糕,我开始担心了。” 但对 BillionToOne 这样的公司,他的反应是:“100 个竞争者进入市场。太好了,这会很有意思。” 他设想,早期投资 Ramp 的人看到 Brex 的竞争时可能也有类似反应:“尽管来。最后我们会站在最上面。”
- 最终检验归结为执行力。Kory 称 BillionToOne 的 CEO Ozan 是“执行力狂人”,并把 BillionToOne 和 Ramp 的团队视为他试图通过创始人视角提前识别的执行质量样本。录音中部分姓名的拼写存在不确定性。
11. 他为何放弃:招聘信念,以及背调和快速判断的局限
- 一个反复出现的擦肩而过画像是:洞察质量高、已有 inbound traction、市场真实存在,但 Kory 无法确信创始人能招来优秀人才。他认为,招聘质量是初创公司放缓和无法扩大规模的主要原因之一。公司在 1 年内从 20 人增长到 60 人,同时维持极高的招聘标准和强使命感,理论上可能,但概率很低。
- YC 的“招聘聪明的朋友”建议,可能适用于它投资的数百家公司中的一部分;但 Kory 想要的是会努力招募最好人才的创始人。当他犹豫不决时,对招聘的信念是关键的决胜因素。
- 至于尽调机制,“我不太看重背调”。他最近一笔投资所做的背调结果很好,但他说,当然会很好。真正有用的额外信号,来自他在募资前与创始人谈过 2 次,并在几个月后再次交流。
- 他说,通常需要约 20 分钟到 1 小时才能形成较好的判断。他不接受投资人可以在 10 分钟内稳定知道所有需要知道的事情,但同意重大负面信号可能很快出现。
- 为防止创始人反向推演他的流程,他会寻找不一致和夸大之处,并不带羞耻感地提出基础问题。创始人如何应对一个对该领域所知甚少的投资人,本身就是信号。他不相信真正能做出巨大结果的创始人会在离开时认为投资人很蠢;他们更可能认为这个投资人是个还不错的人。
12. 红旗要按年龄校准;智识诚实不可妥协
- 他的容忍度更多取决于行为,而非纯粹的履历:如果有人说自己 13 岁时偷车,这并不自动构成红旗,前提是他能诚实面对,并且已经改变。面对 19 岁的人和 29 岁的人,他采用不同标准;他说,如果创始人足够有吸引力,他会考虑投资 16 岁、18 岁或 19 岁的人,同时承认自己可能会漏掉一些边缘案例。
- 他绝不妥协的是智识诚实。在超过 100 笔天使投资中,包括至少一家欺诈公司,他想要的是会告诉他公司真实情况、并且愿意说“这件事进行不下去了”的创始人。最好的创始人是学习机器;欺骗别人或欺骗自己,都会阻碍学习。
- 对于那些擅长表演的年轻创始人,人才吸引力可能是一个替代性验证。如果一个 19 岁的创始人有一位令人印象深刻的联合创始人,或者说服了优秀人才加入,这就证明其他人信任他。只要底层仍然诚实,Kory 可以接受不同的风格。
13. AI 未必会打破这套公式——那句归属不确定的“关注不会改变的事情”
- 当被问到 AI 是否会让创始人尽调更困难时,Kory 先指出自己的偏见——他希望这个过程不会发生太大变化——但也拒绝把自己认为特殊的工作部分视为不可替代。AI 可能会自动化一切,他希望使用 AI,而不是假设自己的工作可以例外。他明确担心的是,AI 最终可能在模式识别游戏中胜过他,就像更强的棋手击败他一样。
- 他引用了一句被归于 Jeff Bezos、也可能属于其他人的话:与其预测每个变化,不如关注哪些事情会保持不变。Kory 认为不变的因素是杰出、坚定、有资源整合能力、以使命为导向且具备智识诚实的创始人。即使未来每个人对应 1,000 个智能体,他预计最成功的创始人整体上仍会相似。
- 他的限定非常明确:“我不能 100% 确定自己能执行好它。我觉得我能。但我非常确信,只要资本主义能够相对正常地运行,这套公式就会有效。”
14. 单人操作系统:优化微波炉、保持收件箱 3 封,Horizon 尚无重大挫折
- Kory 的基金合伙人 Mike 全职做并购,而 Kory 曾在基金约一半的历史中与一位 associate 共事。他不断复盘自己的决策和流程,借用体育总经理的类比:他始终在思考创始人、信号以及如何改进。他尽量不过度联系创始人,也不想把日程排成每天 10 个创始人电话。
- 他的生活细节既滑稽又真实:如果微波炉还剩 40 秒,他会思考是去吃维生素还是系鞋带。他会把事情写下来,维护任务清单,通常追求“收件箱 3 封”,而不是字面意义上的收件箱清零。他也批评生产力表演,比如为了省 5 美分而开车 1 小时。
- 他说,Horizon 到目前为止还没有遭遇重大挫折,尽管他曾没能投进某笔交易,也预计更大的挫折最终会出现。募资并没有真正成为约束;他从未想把超过 10% 的时间花在募资上,也没有试图募集最大的基金。
- 天使投资时期的痛苦包括:一些公司曾经看起来可能带来 20x 回报,后来却变得几乎一文不值。他认为这就是风险投资的一部分。他的行为准则是跟进每一位创始人,并给出放弃投资的理由,因为他无法理解 VC 为什么如此频繁地不这样做。
15. SendCutSend:从“没人愿意和你共舞”到 Collison 的 1,000 万美元
- Kory 在 Belosic 白手起家的软件公司进行并购工作时认识了 Jim Belosic。他没有推动 Belosic 出售公司,而是告诉他,一家现金流良好的企业,如果只能按现金流的 3–4 倍出售,未必值得卖掉。这一建议建立了信任。后来 Kory 发现,相比软件业务,Belosic 对造车和其他项目更兴奋,包括在自家车库里放置一台昂贵的机器。
- 多年后,不喜欢 VC 的 Belosic 回到了这位自己信任的金融顾问面前。SendCutSend 是一家垂直整合的制造公司,让极客可以只订购 1–2 个定制金属零件,而不用接受本地加工厂通常要求的 1,000 件起订量。
- 与许多制造业初创公司不同,SendCutSend 不自己制造机器。公司从 Amada 等昂贵的顶级设备供应商处购买产能,再销售制造出的零件。2021 年,公司约 80% 的业务来自中小企业和极客;到节目讨论时,随着再工业化、国防科技和机器人行业发展,这一结构已经转向工业和更大客户。那些极客往往在 Tesla、SpaceX 和 Anduril 等公司工作。
- Kory 将这家公司比作硬件初创公司的 AWS:几乎不做营销,需求主要来自主动找上门,同时为急需零部件的公司提供有用服务。如果客户愿意等待 2–3 周,中国通常能提供更便宜的零件;但 SendCutSend 依靠速度竞争,也覆盖那些不允许或不适合从中国采购的场景。
- 2021 年夏天,市场注意力集中在 SaaS 上,Kory 说没有投资人愿意投这家公司。他通过 SPV 投入了 150 万美元,另有 MHS Capital 的一位 VC 投资人投入 250 万美元;次年基金又进行了投资。录音中,这位 MHS 投资人被称为“Mark Zuckerberg”,但这一姓名存在歧义。
- Kory 起初没有套用自己通常的创始人筛选流程。Belosic 有 traction、有执行力,所在品类却已经过时,同时缺乏 VC 通常追求的许多声望资历。Kory 说,这让他有机会把 traction 纳入评估;归根结底,“你要找的是执行力”。
- 在后来第一次与投资人交谈时,Belosic 开场就说自己正在考虑 10 亿美元估值。1 小时谈话结束时,Patrick Collison 提出投资 1,000 万美元,并要求把他介绍给自己的朋友,包括 Sequoia 和 Paradigm 的 Matt Huang。Kory 将这种反转总结为:“没人愿意和你共舞,然后所有人都想和你共舞。” 作为一个早期相信局外人创始人和局外人公司的投资人,这让他尤其满足。
完整逐字稿
I hadn't been everywhere in the world, but it did seem like Silicon Valley had an amazing density of talent. It was like, “This might be the smartest, most ambitious group of people in the world.”
Did you know what Palantir was doing?
A bit, but they couldn't even describe it. Their business was kind of a mess.
Yeah, I remember having coffee with them in 2008 and explaining the definition of revenue to them. No one there knew the definition of revenue. Ironically, it didn't matter to the business—they were making great progress. I was like, “You know, revenue has a specific technical meaning. Somewhere in the universe, you should know this.”
You've been early to an incredible number of companies, to the point where it's definitely not luck.
Most of the conversations with investors focus on that.
So you're not asking about the product at all?
No. Ninety percent of the conversation is about the things you've done before the startup.
There's a lot of contrarian stuff that you're saying.
Sometimes founders are really annoyed by it. They want to show me the slides. I'm like, “Everyone looks at the slides. Send me the slides afterward. I want to look at that.”
I think there's more alpha the earlier you go, and I think there's more room for legitimately different approaches.
Sandy, thank you for joining me today. This is the first in-person podcast for the Delphi show, and you're the first guest. I'm so excited.
I'm honored. Thank you.
Yeah, for sure. My colleague Ross introduced me to you, and he said, “You have to talk to this VC. He's brilliant.” I said, “Okay.” I emailed you, and you were gracious with your time. We spoke, and I thought, “Damn, I've got to get a podcast episode with him.” So thank you for being here.
Maybe I'll give a brief introduction. You're a VC and the founder of Horizon, a pre-seed and seed-stage venture fund. You've been early to an incredible number of companies, to the point where it's definitely not luck. That's what we were joking about before. You've been early to BillionToOne, Palantir, Canva, Facetune, SeedInvest, and just a laundry list of companies. I'm really happy to have you here. Why don't you give us a bit of your background and tell us about yourself?
1. Missionaries vs. Mercenaries
Thanks again for having me. I guess my background—where do we begin? I graduated from Stanford 25 years ago, and that's when I first got exposed to venture capital. I was really fascinated with technology and entrepreneurship. I didn't really take to programming, and venture capital seemed like this thing the gods of Mount Olympus were doing. I figured I'd never get a shot or get called up.
It definitely made an impression on me. Even going back to when I was a kid, I loved numbers and statistics—baseball cards and things like that. Then I learned a little bit about investing in the stock market when I was 10 or 12 years old, and I thought all that stuff was fascinating. When I was in Palo Alto, it was amazing to see what technology entrepreneurship could do and to see the role of venture capital. But that was totally not open to me.
I decided to try to go out and make money. No one could stop me from angel investing, so I kind of stumbled into investment banking. I didn't really want to do Wall Street or anything like that, but there was a startup boutique M&A firm in the Bay Area that I joined. They had found a niche advising bootstrapped technology companies on mergers and acquisitions.
The job ended up being very sales-heavy, which was funny because I never really thought of myself as a salesperson. But I did pretty well and made enough money to fund my angel-investing hobby. I worked for a few boutique M&A firms in the Bay Area.
In 2009, I made an angel investment in Palantir. In 2010, I got let go from my position and kind of had no choice but to start my own M&A firm. I launched it with my partner Mike, who's also my partner in the venture fund. It was a little slow going in the beginning. I had to raid my 401(k) to pay rent, but by 2012 it was a good cash-flow business, and it really funded my angel-investing habit.
That's a long gap, though—2 years of no real income.
Yeah, it's funny. I've taken a lot of personal financial risk. I wouldn't advise people to do that, but I always felt comfortable. I always felt like I could make money.
When I was investing in Palantir, it was, I don't know, half of my net worth at the time. It was a lot, but I kind of thought about it—it was just a silly rationalization. I thought about it like NPV. I thought, “I'm going to make money if I need to,” so I didn't mind putting significant dollars into Palantir.
We were getting the M&A firm off the ground, and it was pretty lean, but I felt like I'd be able to make money. I also had this fascination with investing and this crazy, competitive drive that I kind of pressed a little bit. I was thinking, “I'm going to see if I can make myself into a great venture investor. No one's going to hire me? Fine.”
It's what you always wanted to do.
I'm just going to try to do this and see if I can figure it out.
It's like when I was a kid. I taught myself how to ride a bike. We had a driveway with a hill, and there were bushes at the bottom. I would go to the top of the hill, get on the bike, and just plow through the bushes. I had a high pain tolerance, and I didn't mind taking a few risks. I probably got some brain damage from that.
Could we linger there for a minute? There are a lot of core elements in a short amount of time. Investing in Palantir, getting let go, and starting a company are all really big decisions. Did that happen within a month or within a year?
Probably within 15 or 16 months.
Throughout this episode, I'm going to try to draw out how you look at founders. When we talked before the show, it sounded to me like the diligence you did on Palantir and the decision you made were one of your initial forays into refining your founder lens. It was the start of it. Walk us through how you became so convicted that you were willing to put half of your money into Palantir at that time.
It was an unusual situation. I had this deep interest in angel investing and venture capital, but it was also a wealth-management decision. It was the worst of the financial crisis—March or April 2009. Banks were failing, and in hindsight it was the bottom of the stock market. You could have put money in the stock market, or you could have bought real estate in San Francisco, and you would have done well.
But I was really unsure what to do with the dollars I had in my bank account. I had done a graduate program at Stanford, and I became good friends with Shawn Sankaran, who's now the CTO of Palantir. We happened to have a bunch of classes together and worked out together. He was just amazing.
I was in a pretty big graduate program. If we could have voted on who was most likely to succeed, it would have been Sham Madoff. He was just amazing. He went to another startup after university for a few years, but then he joined Palantir in 2007 as employee number 13.
I remember him raving to me about how talented these people were. He talked about Joe Lonsdale and Stephen Cohen, one of the founders. It was like your buddy was friends with LeBron James and saying, “These guys are so good at basketball.” I thought, “What?” It kind of blew my mind.
A couple of years later, I had the chance to invest in a bridge round. Sham joined in 2007, and I wasn't even thinking about angel investing in Palantir at that time. But in March 2009, or whatever it was, Sham pinged me and said, “Hey, we're doing a little bridge round.” They didn't need the money, but the world might be ending, and I think Peter Thiel was still quite parochial about everything.
He's at it again, moving to Argentina.
2. The Palantir Investment Story
Yes, he's usually right. So they let cats and dogs in, like me, and I made that investment.
From the outside, looking at your story, it sounds like you had somebody you ranked really highly, and that person came to you and said, “I rank all of these people highly.”
Yeah, it was a statistical inference. What were the chances that these people weren't the most ridiculously talented people in Silicon Valley? At the very least, they had to be one of the most talented groups. They were also incredibly dedicated and had this incredible mission.
I hadn't been everywhere in the world, but it did seem like Silicon Valley had an amazing density of talent. It was like, “This might be the smartest, most ambitious group of people in the world,” and the financial crisis was crazy.
I don't know if all my new listeners understand how bad the financial crisis was, but it was terrible.
It was crazy, yeah. It really was crazy.
I don't know how to describe it. The world was literally failing. Everyone thought it was over, and you're over here writing checks.
Yeah.
Well, it's crazy. It turned out that was the bottom. Did you know what Palantir was doing? Were you bullish on it?
A little bit, but they couldn't even describe it.
[laughter]
Their business was kind of a mess. I remember I was friends with Joe Lonsdale, who's just amazing. I remember having coffee with him in 2008 and explaining to him the definition of revenue. No one there knew the definition of revenue. I remember that those things didn't matter to the business. They were making great progress.
I was like, “Revenue has a specific technical meaning. Someone in the company should know this.” They've always done interesting, creative contracting arrangements. It worked out, right?
I take a lot from that. Knowing GAAP financials—if you're going public, someone should know. But much more important is talent density and ambition. They pretty much never raised money from top-tier VCs. Founders Fund turned out to be a top-tier VC, but the Tier 1s at the time all thought Palantir was a consulting business.
Almost 20 years ago.
And selling to the government. What a shitty business. No one wants to sell to the government. It's consulting. What kind of business is that?
They were radically contrarian in so many different ways. I wouldn't say every single way was value-creating, but the culture of extreme first-principles thinking and true mission orientation is something that's easy to pretend. They really had that. They really thought they were doing important things.
They couldn't really explain the business model that well. They could kind of explain it because they were still working it out.
How long did it take for you to make the decision? Your buddy from college texts you, emails you, and you get the pitch.
Yeah.
What was the turnaround time?
I think I said something like, “Is there any information you can share?” I'm pretty sure Joe sent this long email. I'm pretty sure he was sharing it with other people. It was a pretty quick decision.
We're going to revisit this founder lens throughout the episode. This is a great foundation. But my last question on the Palantir side: Why do you think your friend knew you would be receptive to angel investing? Why did he reach out to you? You weren't running a fund at the time. The M&A business hadn't started yet. You were still at your job. How did he know that you were somebody who would understand this and pull the trigger?
Probably the biggest thing was that Shyam was doing me a favor. He thought I was a smart person who could understand opportunity. They had such incredible belief in the value of the company that I really think Shyam was coming from a place of, “Hey, you're a friend, and we've been good friends. We both did favors for each other.”
I did some consulting at the company, and even before that, I knew a bunch of people there. It was like, “Let's send this good guy. Let's let him in on this special opportunity.”
Sandy, I need better friends. I need this class of friends.
[laughter]
I'm very fortunate. I'm very fortunate.
So, you did the Palantir investment, got let go, and started doing M&A. How do you go from M&A to really refining this angel investing process? We're not at Horizon, your fund, yet. What happens between starting your M&A business and Horizon? What's in there?
It was kind of, “I want to have cash flow. I need to have cash flow to pay the rent.” That was the M&A business. I wasn't the most successful person in M&A, but we were pretty successful.
My partner Mike and I limited ourselves because we were intellectually honest. You have limitations in the industry when you're scrupulous about certain things that we were scrupulous about. But we did pretty well.
My sales pitch was that I was really good at understanding these tech businesses—these bootstrapper tech businesses. The funny thing about bootstrapper tech businesses is that the more profitable the business is, the less likely the founders are to know the numbers. If you have a 50% profit business, who cares what the EBITDA margin is, right?
Some outside VCs or bankers would look at that and be like, “Oh, God, what kind of founder is this guy? He doesn't even know what his EBITDA margin is.” But I realized, “Oh, no, no, no. This is a very good value. You don't—who cares?”
I really enjoyed being analytical about these bootstrapper tech businesses and trying to be helpful, give good advice, and so on. I had an investor mindset, so it wasn't, “I'm trying to invest in the next Palantir.” But I was turning my analytical investing mindset toward understanding tech businesses, understanding the 82 different ways founders can BS you, and figuring out some of those personas and archetypes.
Then, on the side, once I had some money, I was really interested in angel investing. That was my nights-and-weekends passion. I was kind of leading a double life. I was advising bootstrappers in places like Saskatchewan, Ontario, Texas, and Florida. That was the day job.
On nights and weekends, I was talking to YC startups, shaking the tree, reaching out, and trying to find interesting companies all over the place, including Australia and Africa. It was great.
A lot of times, the founders I would have coffee with on a Saturday in a seed round would hear that I was an M&A guy, and they'd say, “Oh, you want to sell me?” I'd say, “No, I'm not selling. I don't want to sell you.” It's hard, and no one believes me, but I'd say, “I don't know. Sorry, I threw the other hat on.”
Palantir—I don't want to sell Palantir. They would never hire me. They're never going to sell. Canva's never going to sell. I did end up giving a lot of free advice to struggling startups that I invested in, so that was fine. I tried to pay it forward.
The crazy thing, though, is that for most people, it's so hard to context-switch. You have to really focus on one thing, get those exponential returns—the five nines—work nights and weekends, and think about it in the shower. Here you are doing banking all—
So angel investing.
And the craziest thing I think about in your story is that this is such a deep and valuable skill set: banking, understanding the financials, and being able to structure sales. But now, as a VC, you don't have to use that anymore at all, which is crazy to me. Do you ever feel like, “Hey, maybe I want to dig into the numbers?”
Well, no. It is funny. When I was doing M&A, I would run into VCs in the context of M&A for their companies, and I realized most VCs don't know jack about M&A.
[laughter]
But it's because you don't need to know. I remember reading the story of how WhatsApp sold to Facebook. It was crazy. Zuckerberg had a meeting on a Friday, then they met on a Saturday, and Zuckerberg told his corp dev team, “We're going to pay $10 billion. Deal closes on Monday.”
Some VC is like, “Oh, I just learned a lot about M&A.” No, you didn't. This is a one-off unicorn. Great job, VC. Great job.
So I learned that, actually, M&A knowledge is interesting, and I can add value. We've had 2 portfolio companies in our Fund I that have sold with nice exits. In both cases, I was able to go above and beyond as a VC to help out, and I think founders appreciate that.
There's a little bit of benefit to the investors, but they're small exits. The big wins in the portfolio will be companies like Palantir and Canva, where I don't care about anything I know about M&A.
So, yeah, it’s funny. Context switching has always been kind of easy for me. I never took a programming course, even though I was interested in tech entrepreneurship. Maybe I’m ADHD, but I could never spend 12 hours locked in a room coding. For me, bouncing around from 5 minutes on this to 10 minutes on that—context switching was always a lot more natural.
I definitely have a touch of ADHD, and I think it’s such a valuable skill. You need to be able to jump around and go super deep. But maybe to linger on that, I feel like if you build up such a unique and deep skill set—like you did on the banking side—it’s very hard to mentally say, “I’m going to throw it all away.” Did you actively make that decision, or was it a shift over time? You were successful at M&A, wanted to do angel investing, and eventually went on to start the fund. But at some point, you have to say, “Hey, I’m going to get rid of what I’ve done forever.”
Yeah, it’s interesting. For a while, I was happy doing M&A and angel investing on the side, but deep down, I had a greater passion for investing. I thought about doing a fund for probably a few years before I did it. I had friends who had funds, and I saw that fundraising was a real slog. Emerging managers can generally trade sad stories, so I didn’t want to do that.
In my M&A business, I did a lot of selling. When I started out, I was doing a lot of cold calls, and it was fine, but for whatever reason, I thought that if I was ever going to try to do my own fund, I didn’t want to do a lot of selling. If I’m selling your business, I don’t mind pounding on doors if I believe that your business is viable. But I just didn’t want to be the guy pounding on doors saying, “Give me money.” Some people do that, but I didn’t want to do that. I wanted it to be kind of a downfield sale. It’s a different sales experience.
What happened was, in 2021—that was a great year—I thought, “I learned that great markets make us all think we’re smarter and better-looking than we really are.” So, I was very smart and very good-looking in 2021.
Over the years, I hadn’t brought people into some of the deals that I did. I brought a couple of people into Canva, for example—my business partner, my father, and a friend—and that worked out great. My business partner in M&A was working 100-hour weeks in M&A. I was working 100-hour weeks too, but a big chunk of that was angel investing. You want to align the incentives.
I want to make sure—yeah.
I started bringing people into the deals. A few of the ones I brought people into didn’t work out, but in others, it worked out. I brought people into BillionToOne, for example. There was a bridge round between the A and the B, and that was great.
I didn’t even do an SPV. I just put together a partnership. I was like, “Hey, guys, I’m not going to make any money on this, but I think this is a good deal.” It was kind of like what Cham did to me with Palantir. He didn’t say, “I’m going to do an SPV.” He was just trying to be friendly.
Then, in 2021, we did some SPVs. We had 2 SPVs with a client that had a bootstrapped technology company. It was kind of a special situation. We had high conviction, and 6 months later, we had returned 1.5–2x the capital, with still more to come.
So, 2021 was a great year. We had some exits, and I had made people money over the years through investing and M&A. I thought, in late 2021, “Now is the time—”
To do the fund.
To do the fund. Everyone I asked to invest in the fund was an M&A client. It was like, “Hey, you trust me, right? If I sell you a business, we have a high-trust relationship.”
It’s really hard to raise a fund and establish trust, because you don’t know if you’re right for a long time. I had this high-trust foundation, and my business partner helped a lot as well. I kind of cringe because I know fundraising can be such a grind for a lot of really good investors, but for us, Fund I really wasn’t a grind. It was pretty downhill.
I thought, “Okay, now is the time to do a venture fund.” Then I said I was just going to leave M&A behind. Initially, with my partner Mike, I was like, “Hey, I can help out on the side,” but he’s a self-sufficient guy and wasn’t going to need me. I said, “It’s his business.”
I left almost all of the cash flow. We had a little bit of a sharing arrangement for a couple of years, but I was at peace with saying, “I’m not going to take any of the M&A cash flow. I’m just going to live on investing, and we’ll see how that works out.” I was okay with it.
It’s just a wild arc, right? You were at Stanford, and this is something you always wanted to do, and it took, I don’t know, 15 years or—
Yeah, I mean, probably 20 years from then. There was this one class we took that was taught by VCs, and it was basically 20 years later.
For the listeners, it’s never too late.
Yeah, that’s right. Ray Kroc started McDonald’s when he was 54, right? I’m 46, so I’ve got 8 years to mess around before I really get started.
3. Finding BillionToOne Early
I want to do a couple more portfolio company examples, and then we can get into your founder lens, because I think these examples really demonstrate what you look for, how you found them, and things like that.
You were, I think, the earliest investor in BillionToOne at a $4 million valuation, which is just nuts because I think they’re at $4 billion now. That’s an insane return, in a good way. Let’s walk through BillionToOne a little bit. How did you find that founder? What did you think at the time? How did you end up pulling the trigger? Let’s linger here for a little bit.
Sure. If I look at the most successful investments I’ve had, there’s not one way that I meet founders. It’s a bunch of different ways, for better or for worse.
In that case, Y Combinator briefly had a program called the YC Fellowship. It basically didn’t involve investing, but at the time, some people were complaining that YC was demanding too much traction. YC was kind of like, “We’re going to make a minor league. You can be in a YC Fellowship without traction. We’re not going to give you anything.”
Earlier in the process.
Yeah. I think they thought it could be a feeder to YC. They canceled it after about a year for whatever reason.
TechCrunch had an article about the YC Fellowship featuring 6 companies. I looked at the 6 companies and reached out to 3 of them that looked interesting. One of them was BillionToOne.
I had a thought that wasn’t an original idea, but the intersection of software and biology seemed interesting. A couple of years earlier, I had talked to Benchling. I took too long to pull the trigger, and then the round closed, but I knew it was an exciting company. So that was interesting to me.
I reached out to the founders, and they were happy to meet for coffee in San Francisco. At the time, there were 3 founders. One subsequently left, but they were all brilliant. They were all just about to finish their PhDs. I think all 3 of them were PhD students at Stanford; one went to Princeton for undergrad, and one went to Rice.
They were brilliant, and there was this kind of kinetic energy. They were raw, and no one would say they were good fundraisers, but they were very honest. Ironically, I slept through biology in 9th grade, so I didn’t know anything about what they were doing. But I have curiosity, and I like to ask questions and listen.
I asked them really basic questions, and I was impressed by how they explained everything they were doing. I find that’s a nice signal of a great founder. Being really smart helps, but there are some people who are really smart and just can’t explain things for whatever reason. I think that can be a real negative because, if you’re doing something highly technical, you need to be able to build a business.
Especially in healthcare, you need to be able to communicate effectively with people at many different levels of background knowledge and so on.
That really made a big impression on me. They were really good at explaining this incredibly technical concept, and I felt like I got it and understood. They were clearly not bullshitters. They were just not people who were going to be bullshitting.
I was still thinking, “Okay, well, these mousetraps are doing this, and this could be a better mousetrap.” These guys were really brilliant and super energetic. It was a pre-seed investment, but I wrote a small check—small for me at the time—and then I helped them informally over the next month while they were raising money. I really liked the way they were interacting, so I doubled that small check.
Then, a year later, they raised a little more money at a $4 million valuation. They said, “Hey, we’re going to take a little bit of money at this valuation. We like you. Would you like to invest?” So I doubled down. These were small numbers, but BillionToOne was the company I wrote the most checks in over time. In hindsight, I wish they had been bigger checks, but all in, it was the company I put the most money into as an angel. That’s nice.
Not to spend too much time just on a metric, but you were in before a $4 million valuation. At the $4 million valuation, they raised money at the same valuation a year later—just a small round. They probably raised $300,000 in that first tranche, and then another $300,000 a year later.
I want to go back to that meeting. You’re at this meeting, you meet these 3 founders, you’re not deep in biotech, but you found them yourself and you’re interested. They’re really intellectually honest with you, and they’re explaining things well. I’m trying to figure out how you got the conviction then. What exactly impressed you?
I can give you a few more details. I’ll also say that it’s tempting to be overly optimistic about it, because I made other investments in 2016 that I was also excited about. This was the best one.
They were high achievers, and subsequently I learned a lot more. I met people who went to school with these guys in undergrad and heard some funny stories. I just thought, “Okay, the CEO was the top scorer in Turkey’s science exam while he was in high school.” I don’t think I asked him about that when I first met him, but I heard it subsequently.
His father had a medical clinic in the small city where he grew up in Turkey. They had this story that, for what they were doing, they needed some blood samples, and he basically smuggled some blood samples from the lab—from his dad’s practice—into the US, in a coat or suitcase or something like that.
That’s pretty James Bond-ish.
It’s not the most criminal thing, but these were very rule-following people. I could get a sense that there was this dedication and determination. There was off-the-charts intelligence, dedication, determination, and what seemed to be really interesting insights into a market opportunity and the technology.
The 3 founders were all very knowledgeable about biochemistry and the science, but they were also very versatile. Sometimes you’ll find someone who’s a PhD in biology who doesn’t really know much about programming. I really liked the fact that all 3 of them seemed extremely versatile in terms of what they could do.
You mentioned briefly that 1 founder ended up leaving. Did that change your thesis or initial read, or did that happen later?
Not really. With BillionToOne, honestly, I’ve invested in some great companies, but I’ve never had a company that, every single time, has overachieved.
Investor updates are a topic that comes up with founders and VCs. Some founders do them monthly, and some don’t do them at all. Billy Dunn has always done them quarterly. They’ve done them very professionally in terms of the style and cadence, but they always overachieve.
In the beginning, when I first invested, they thought the market opportunity was going to be in India and East Asia. They thought regulation in the US was going to be harder, so their initial plan was to target beta thalassemia. It’s a genetic disease that’s relatively common in Asia and less common here.
They thought they would be targeting that market. One of the founders was Indian and had relationships in India with hospitals and the government. What happened is that, maybe 6 months into the company, they realized they could actually go into the US early, and that was a better market.
The third founder, who was going to be the guy in India, I think he wanted to go back to India, so he left. They were always super transparent about everything, so there were no questions about integrity or anything like that. It was actually a function of the opportunity being even greater: “The US? Great. Better market? Great. Overachieving? Great.”
I kind of glossed over this a little bit, but what is BillionToOne doing? What were they doing when you invested? Was it the same story originally on the product side? Just explain it a little more for the listener.
They’re public, and right now they’re about $100 million in revenue a quarter—a $400 million revenue run rate, roughly—with 100% growth. They’re actually quite profitable, which is very unusual for a diagnostics company.
Maybe 90% of their revenue is what they call NIPT, or noninvasive prenatal testing. Basically, these are blood tests for pregnant women. The cool science is that, in the past, to do a blood test to see whether the fetus has a risk for a genetic disease, you needed the mother’s blood and the father’s blood. If the mother has a gene and the father has a gene, that’s probably a risk for certain genes.
What actually happens is that there’s fetal DNA in the mother’s blood, so they can take the mother’s blood and test for fetal genetic risks. That’s called NIPT, and it’s basically a blood test for pregnant women.
The other 10% of their revenue is growing faster and is probably the bigger commercial opportunity. That’s in the oncology, or cancer, market, and it’s called liquid biopsy. It’s kind of the same science: looking for a needle in a haystack. BillionToOne is looking for 1 in a billion.
After cancer treatment, often you have to wait to see if it’s going to come back. You take a little bit of tissue and do a biopsy. The idea with a liquid biopsy is that, after you have treatment for cancer and the cancer is in remission, you take a blood test to see if there are any lingering pieces of cancer. There’s going to be mutant DNA from the cancer.
Basically, their technology is a chemical microscope. It’s not a microscope; it’s chemistry. But they effectively have the most powerful microscope, period. They can look at things with single-molecule resolution to detect these tiny bits of mutant DNA.
With a mother—I’m being facetious—the fetus has different DNA, so you’re looking for that DNA. In cancer, sadly, it also has mutant DNA.
It sounds like a needle in a haystack, because you’re getting the baby’s DNA from the mother. Then it’s another needle in a haystack, because you’re looking for abnormalities in the baby.
Yeah. The key to their approach is that the traditional approaches are basically using chemistry but amplifying it. You have a little bit of blood, so you try to magnify it—not with a magnifying glass, but effectively. When you do that, and if you think about intense magnification, you get noise.
If you took a penny and put it in a microscope and blew it up, it becomes blurry; it's noisy, right? What they basically do is have a really unique, proprietary way of putting a little bit of DNA fragments that they know into the sample, and then they blow it up to 1 million times the resolution. Because they know what to expect based on spiking the sample, they can basically take the noise out. So they can blow up something to 1 million× resolution chemically and see it with perfect resolution.
That's so cool.
It's pretty amazing.
Yeah.
It would sound so scientific back then, and it worked out.
I want to round out these 2 examples and figure out what your founder lens is. Most VCs will look at the project, they'll look at the TAM, they'll look at what's hot this quarter, what's on YC's list. They'll look at all these different factors to figure out where they think they should be investing—
4. Sandy's Founder Evaluation Framework
And probably losing money.
You have a very different approach, being hyper-focused on the founders, right? Your story with Palantir, your story with BillionToOne, signifies that. But it's not random. You've refined this focus, figured it out, and now it's something a lot of VCs talk about: "We're hyper-founder-focused." But it feels like you've been doing this the longest.
I don't know where to start with this question, but when did you make the overt decision, "I want to hyper-focus on the founder"? Or is it something that you grew into? Let's just talk about those.
Sure. Well, okay. In undergrad, I majored in psychology, so I probably had an interest in psychology before then. That's not exactly founder-focused, but I probably had more of a predilection for that direction. I'm not a CS major, so I'm not hacking on the project.
With early-stage venture, I think one thing that's fascinating is that there are different approaches that are successful. There are some super-founder-focused people who are successful, but there are also people who are super market-focused. There's, you know, some astrology. But I think there are persistently successful people who have different approaches.
At later stages, I think it converges. If you're a growth-stage investor or a pre-IPO investor, you're all kind of doing the same thing. There are a few little things that are different, but—
The story's working. Yeah.
It's legible, right?
But at the earliest stage, I think there's more alpha for what I want to do, as early as possible. My ambition—this is a very flattering comparison—is a little bit like BillionToOne: looking for the needle in the haystack, right? It's extremely hard to see. What BillionToOne is doing is very valuable because it's so freaking hard.
The early stage is ridiculously inefficient.
What's that?
The early stage is ridiculously inefficient.
Efficient. I mean, it's getting more efficient. There are some founders at the idea stage who are consensus-obvious founders, and maybe I would invest in those. I think that's a little less interesting. I wouldn't say they're guaranteed success; I'm just saying that if Elon Musk is doing some startup today, lots of people would say, "I should definitely invest," right?
Maybe from a pure alpha perspective, you should do that, but I think intellectually that's not so interesting.
There will be another Elon Musk.
Yeah, probably not.
Hopefully, yeah, probably not.
I don't know.
Something maybe remotely close.
Yeah.
Yeah, it's fascinating. So, yeah—
I think there's more alpha the earlier stage you go, and I think there is more room for legitimately different approaches. I potentially have a lane to be super-founder-focused. I'm not the only one, but I think I have a set of experiences, some theories, and a track record that gives me conviction that I can do this properly.
I haven't always been this way. As an angel investor, I experimented with a lot of different approaches. I definitely, at times, would be focused on traction. I'd think, "You're raising at a $5 million valuation and you've got $500,000 in revenue? Count me in. I don't care."
You can say, "This founder has $500,000 of revenue, and they haven't raised anything. They must be pretty good."
It's validated.
Yeah. You're not ignoring the founder quality, but you can look at other signals more closely. You can say, "Traction." Or you can just say, "Market." You might think, "Oh my God, this founder has this insight into this market opportunity. No one has made tablet-based sales automation software for pharmaceutical sales reps. No one's done that before. That's a good idea. We founded Veeva."
[Laughter]
Good idea. That was a good market. Salesforce was getting inbound inquiries from pharma companies with sales reps, and they wanted software on tablets, on iPads, in 2007 or something like that. Salesforce didn't want to make software for tablets, and they were like, "Let's have a platform."
Veeva had some pharma links, and one thing led to another. That company—if you had just been market-focused, you probably would have done Veeva, and you would have done great. I'm not saying there weren't great founders. There was a market opportunity there.
But for you, you've figured out that hyper-focusing on the founders is the correct path for you. This is the lane you want to be in, and it's clearly working. It's clearly something that will continue to work unless someone backs into what you're looking for from this episode and pitches you. Are you ever worried about that?
Yeah, maybe I should be. I'm more worried about AI. You can outdo this with some AI, so that to me seems like, "Okay, I'm a good chess player, but AI is going to be better than me one day"—or it is better than me.
The way I talk to founders in the first conversation is that I try to go pretty deep on their backgrounds. It's kind of interesting: you talk to a founder who's been working on a startup for 2 months. It could even be a year or 2, and I think most conversations with investors focus on that. They ask, "Tell me about the idea. Tell me about the business model. Tell me what you did in the past."
You're not asking about the product at all.
No, I mean, 90% of the conversation is going to be about the things you've done before the startup.
Okay, that's extremely different from what most VCs do.
Sometimes founders are really annoyed by it. They want to show me the slides. I'm like, "Sorry. I'm sure everyone looks at the slides. I'm sure they're nice, but I don't really care that much. Send me the slides afterward. Sure, I want to look at that."
I do care. A founder might have some impressive achievements and characteristics, but then, in talking about the business they've been working on for a month, if it doesn't make any sense, I might pass. I can think of examples where I passed, and then they pivoted into a better idea and they're doing great.
The analysis of their life before the startup or before the idea was, "Oh, this is a good founder," but then I'm like, "That's a stupid idea. I'm not going to invest." Then they pivoted. I think there's a lot more signal in the life before the startup.
The thing that I struggle with—and I agree with your approach—is that when hearing about founder stories, if they're a founder, they most likely had a pretty hard upbringing, right? They fought, they got ahead, they've done these things, they've been successful, they haven't been successful. How do you gauge the relative hardness of their life and then their outcome?
Yeah, okay. I think the founder-trauma thing is a little overdone.
I totally agree.
Now, I want to tread lightly because we all have different experiences. It's ironic: take any person on the planet, and there will be, "What's the worst thing that happened to them?" There are some people where the things that they've been through are unimaginably bad.
There are other people where, compared to that, it's like nothing, but it was still the worst thing that happened to them, and it was traumatic at the time. So I really want to be respectful, but from my understanding, there are some great founders—say, Mark Zuckerberg or Bill Gates—who came from good families and had pretty good upbringings. I don't know exactly, but I think there's also Larry Page. So I'm not sure the trauma thing is actually that useful.
I think everything is relative, right? I do think you need to look for absolute signs of outliers. It can be in different ways, and I think it is a fun challenge. If you're a basketball scout, you're like, “Well, that person is 7'5". Okay, that's clearly an outlier.” But I'm more interested in things that are less legible.
One of our portfolio companies is a smart glasses company. The founder, I think, is probably 29 now. Google Glass came out when he was in high school, and that changed his life; he was obsessed with AR. He went to Georgia Tech, and after investing, I met someone who had actually gone to school with him. They were in the same engineering lab, and he said, “Yeah, he's obsessed. He was always wearing his Google Glass.”
He's a chill fellow. He dropped out, started a company in this space, raised a little bit of money, but didn't have success. This is his second company. Tom Suarez is a great founder. His personality is very different from some other founders, but in his case, to me, the signal is this obsession with this technology and this product.
He's also a polymath. He's self-taught, so he can write software backward and forward. He can talk about waveguides and optics. Making that type of piece of technology requires extreme depth in lots of areas.
I don't have depth in any of those areas, but I think I'm pretty good at picking up on someone who really is legitimate across these areas. I often get reinforcement by talking to other people who are world-class experts, and they'll say, “Yeah, Tom does this stuff.” I'm not discounting the trauma. It's horrible to have to go through anything. It's just always been hard for me to figure out the relative trauma versus another founder, because everybody, as you said, has been through something terrible, right? So it's hard.
If you had to pick the things that you look for, it sounds like you're looking for obsession. It sounds like you're looking for people who were previously self-starters, had hints of success—or failure, it sounds like, is fine with you too—historically. It sounds like you look for founders who can explain technical things to a broad crowd.
Those obviously aren't all the main things, but what would you say are the main things? Is it just, “I want to go really deep on your life, figure out if you're an outlier,” and that's the lens?
Well, I guess it's signs of extreme potential. Unlike basketball, where there are only a few things—you're tall, you can jump really high, or you're Steph Curry and you can shoot like an X-Man—there are lots of ways this can express, but it's just a sign of extreme talent in an area or two. Then it's an absence of negatives, and that's important.
There are founders where I detect bullshitting, a lack of intellectual honesty, or being overly commercial. I might get things wrong, by the way. No one firm is going to get everything. I also really care about missionary over mercenary.
Missionary over mercenary. Okay.
Yeah, that's something where my perspective has evolved.
So you would take the Anthropic founders over the founders who moved to Meta.
Yeah.
I see.
Totally. You might say, “Obviously, missionary over mercenary.” Look what Anthropic has done to OpenAI. It's crazy. A year or 2 ago, no one would have been on it—well, maybe just a few people would have been—but I would say that a lot of VCs don't care about that.
There are cases—and I don't want to pick on too many people—but I would say there are companies like Uber or Facebook that I don't think were that mission-driven. Maybe they would say things, but they were super competitive, really smart, and wanted to win. That's all good as capitalism, but not mission-oriented.
Is the missionary an output from the founders' obsession? They're so obsessed that they want to build this—would you say?
Yeah, I think so. They think there's something good about what they're doing. I think that attracts talent. So talent density and talent magnetism are really important.
It might be the most important thing, frankly. If I make an investment and, 2 years later, you've got a crystal ball and you're going to tell me one thing about what's going on in the company, tell me something about talent gravity. Tell me the caliber of the engineer who just joined.
It's crazy, because that goes back to where we started with Palantir.
Yeah, yeah. If you can get Shawn Sanker to run your company, you're killing it.
How do you—this is all subjective by definition. You're doing your due diligence, talking to these founders: Are they obsessed? Are they 7 out of 10 obsessed? Can they overcome these things? Can they attract talent? This is all a scale.
Do you ever find yourself on the edge of that scale, or are all of these things investors are looking for blowing you away across the spectrum? I'm trying to get a sense of where you make the decision along a subjective scale of a founder.
It's tricky, and I've evolved. In the first 5 years when I was actively angel investing, I did rankings. I would rank founders, the market, this and that. But I would look at the data afterward, and it was noisy. There's probably someone who can do a quantitative system, maybe using LLMs. So it's a good question.
Peter Thiel has a line: If you like something half as much, you don't write a check half as big; you don't invest. There is something like gut instinct. I hate some cliches that I think are pseudo-scientific, like “gut” or “art and science.” To me, the science isn't that good. My science isn't that good.
I do think that when I reflect upon it, I have other mental heuristics. There's another great investor, Jason Lemkin from SaaStr. I've heard him say that, because he was a successful founder—he wasn't, I guess, the best founder ever, but he was very successful—he wants to invest in CEOs who are better than him. I like that. That won't work for me; I was kind of a CEO of a little company.
One thing I think about is that some people are super market-focused. Here's a founder who has an interesting market insight. In my experience, I've invested in some of those companies over the years, but what's going to happen is that in the next 6 months or year, there are going to be 4 other funded startups. Sequoia is going to back one, Kleiner is going to back one, and Andreessen is going to back one.
My heuristic is, taking a founder like Jim Belosic of Send Grid Send, “Okay, the competition is coming. It's coming. Am I going to be confident? How am I going to feel?” I've had companies where I invested, and then some of those came to market, and I'm like, “Oh boy, I'm worried.”
But then I've had others, and building the one is like this, where it's like, “Oh, 100 competitors came to the market. Oh, this is going to be fun.”
If I were an investor in SpaceX or Elon’s companies, I’d probably feel the same way.
But that’s a good heuristic, though. The idea is, if you meet a founder and you know that they’re going to be successful, there will be new entrants because this is clearly a big idea.
They have a high-quality market or an earned insight. If they have that, it’s definitely something that you want. You want someone with a quality earned insight.
But I think you also have to think to yourself, “Okay, guess what? There are going to be a bunch of funded competitors.” If it’s as good an insight as you think, a really badass person like Sean Sanker is going to join or start a company. How are you going to feel about that?
And the question you ask yourself is: if this happens, is the founder we’re investing in able to beat—
I feel like it’s inevitable that it’s going to happen. If it doesn’t happen, it means the market wasn’t there. Interesting.
And these founders have to beat those probably more well-funded versions of themselves.
Probably. So they have to be great at execution. What does that mean? I guess, really, the founder lens—this is what it’s all about.
Ozan from BillionToOne is a maniac at execution. He’s got a great team and founders who are smarter than him. But, I mean, whether it’s him or the people at Ramp, those guys are insanely good at execution. I’m not an early investor or anything like that, but they’re insanely good at execution.
If I were an early investor in Ramp, I remember people were talking about Brex and Ramp, and I was just eating popcorn, like, “Smart people. Let’s see what happens.” I guess if I were a Ramp investor, I’d like to think I’d remember—
5. Hiring, Talent Density & Red Flags
Yeah, bring it on. Bring it on. We’re going to be on top in the end.
Maybe, to round out your founder lens, is there a project where you were really close to pulling the trigger, where it checked a couple of boxes for you, and you ultimately didn’t make the investment for some reason? I’m trying to get a sense of where your max is. I know where you’d pull the trigger; I don’t know where you wouldn’t pull the trigger.
Yeah. Okay. I would say the ones that come to mind are when there seems to be a quality insight and some traction as well. The traction I particularly like is when customers are coming to you. You don’t have to work that hard to get the customers.
So there’s some traction, a nice insight, and you see a market opportunity. But then it comes down to the founder: are they going to recruit great people? What I see a lot is that I’m just not convinced they’re going to recruit great people. They’re not going to try to recruit Sean. They’re not going to try to recruit amazing people.
By the way, I don’t really want to give advice to anyone. I guess it’s like the Founders Fund: let’s have founders who don’t really need advice. But of course, I’m happy to give advice. I’m happy to do whatever I can for founders 24/7.
But I don’t want to have a debate with a founder about hiring philosophy. What I would say is that YC is just like, “Hire your smart friends.” There are 500 YC companies; that’s probably going to work for a few. But I want a founder who’s going to try to hire the best people they can.
It might be their friends. If you went to MIT and you were doing math camp when you were a kid, okay. But so, you judge that based on your read of their skill set?
Hiring is something where you might be great at a lot of things, but I think a failure mode for a lot of startups is hiring. There are a lot of successful startups in the sense that they have an A, B, or C, but they slow down. They don’t scale.
You’ll hear different stories for why companies slow down and don’t work, but I would say the biggest thing is hiring quality. It could be related to hiring too fast. It’s theoretically possible to go from 20 people to 60 people in a year, keep a really high bar in hiring, and keep a strong mission orientation, but it’s unlikely. I’ve just seen that it’s really hard to maintain.
Now, look, if I’m a pre-seed investor and you went from 20 to 60, not everyone is an A+, it’s still probably a pretty good investment. But at seed stage, you’ve got a founder and 2 engineers, and I’m asking who’s on your team or who you’re going to hire next. I’m thinking, “Are you really trying to get the best people on the planet?”
It’s hard. You don’t have 24 hours to do recruiting. But that’s it. That’s a big signal for me. I’ll check off a lot of things, but then I’m just not convinced you’re really going to push hard on hiring the best people you can.
Okay, that is really interesting. So if you’re on the fence, this is the one area you’d fall back on to make your decision, you’d say?
Yeah.
Okay, that is really interesting. Maybe I want to circle back to one question I missed. On your founder due diligence, I’m curious how long it takes you to get comfortable. Is it the first call, and everything after that is validation and checking for red flags? Do you want to talk to mom, dad, best friend? I’m just trying to get a sense of that.
I don’t put much stock in references. I really don’t.
I will do some references sometimes. The most recent investment I made—I think you know the company—I did some references, and they were good, but of course they were good.
If there was a cheat on that one, it’s that I talked to the founder a couple of times before their fundraising. Then, a couple of months later, I talked to him again. So that was a cheat; I got extra signal there.
I really liked the founder a lot. If he had said in the first conversation, “Oh, we’re raising a round. It’s going to close next week,” would I have invested? I’d like to think I would have, but I couldn’t really tell you. That’s the case-by-case thing.
There are definitely some great VCs who are like, “Oh, I can tell what I need in 10 minutes.” I think people can do that.
Masayoshi Son does that in 10 minutes. He just blows billions of dollars.
Yeah, and I would say that’s pseudoscience. I don’t want to do that.
You can definitely get big negative signals in 10 minutes and know this isn’t good. You can get big positive signals, but I do want to reserve judgment to a certain extent.
I like founders. I screen the founders I talk to somewhat, so I’m talking to great people. Honestly, I kind of fall in love with a founder every day.
Before you get to know them, though.
Yeah, but then I have to reel myself in, knowing, “Okay, but as an angel investor, it’s kind of easier because you can do that, and some of those will probably do well.” But as a venture fund, I have a really high bar.
Then I have to, unfortunately, say no a lot. Some of those people say no to me, by the way. But my question is—
On the velocity of the conversation: you’re talking to a founder. Are you continually impressed and more excited, or as you dig, do you get more questions, and that leads to more conversations? I’m trying to figure out where you make the decision to talk to a founder where it’s like, “I clearly understand that this founder fits my founder lens.” Could it happen in an hour? Does it take 10 hours? I’m just trying to get a sense of that.
I’d say it’s probably anywhere from 20 minutes to an hour to get a good read. I do think there are some people who can get a really quick read, but I also think a lot of founders are coached to do what you said before—to just say the things they think you want to hear.
But they’re not coached on telling their life story.
They’re not. That’s right. That’s right. So I think it takes a little bit of time to unpack that.
It would be easier if I only invested in people who had the most dramatic childhoods ever—
[laughter]
Right?
You probably do okay.
Maybe there’s room for all sorts of esoteric funds. I think someone should have a fund to invest in identical twins.
I think identical twins can be really good founders. There’s two of you. I’m not identical, so I feel like I’m the wrong guy. But yeah, there are all sorts of good ideas.
I had a pretty good childhood. So I think the VC who’s going to own the “I only invest in people with super tragic childhoods” fund probably should have a super tragic childhood. So that’s not me.
One other question I had was that you mentioned the absence of red flags, which I thought was interesting. When you meet these exceptional founders who dug themselves out of caves and have done spectacular things, I feel like most of the time they push the limit a little bit, ethically or morally, somewhere. They went too far and reined it back in.
They have this general sense of overachievement, and sometimes that goes the wrong way, but they still could become incredible founders. To a VC, though, that would look like a red flag. What is a red flag to you?
Well, I would also say I think I’m going to miss a few of those. I think I’m going to be a little harsh on that. But if you told me that when you were 13 you were stealing cars, honestly, that’s not a red flag. It could be part of something, but I’m not that judgmental.
As long as you’re still not stealing cars.
Yeah, exactly. If you’re being honest about it, right? It’s more about how you—so I calibrate based on age.
There’s kind of a thing these days about, “Oh, I invested in the youngest founders,” and I’ve definitely met some incredibly good, compelling founders who were 16, 18, or 19. I would do that, and you kind of calibrate. Obviously, if you’re investing, someone has to have a certain amount of maturity, but if you’re a 19-year-old, I’m going to evaluate things a little differently than if you’re 29.
I think it’s kind of case by case, but for me—maybe I over-index on this—I care a lot about your intellectual honesty. Will you tell me just the straight truth of what happened to you, what you think happened to you when you were younger?
Fast-forward with founders I’ve invested in: as an angel investor, I invested in over 100 companies, and so I’ve kind of seen it all. I had at least one that was fraudulent. So I’ve seen a lot, and I just want to have founders who are going to be honest with me about the company.
I think it’s also just—maybe just zoom out—it is really hard for a lot of founders to be so radically honest at that age because even a 19-year-old kid really hasn’t experienced the world. Coming to a successful VC like you, they want to put on a good face. They want to be impressive. They want to tell the story the way they pitched their mom and dad and other people. It’s hard to find that.
It’s hard to find. So I probably would miss a few good founders by being a little harsh there, but I also think I would calibrate. Another way to think about it is back to talent magnetism, right? If a 19-year-old has an incredible co-founder who’s 18 or 28, that’s a signal. Have they gotten other people on board? That’s a signal.
If they tell me about the 2 people who joined them on the team, I can kind of gauge there, and I’m like, “Oh, wow, those sound like really impressive people. They trusted this person.” So maybe they’re a 19-year-old who’s a little bit performative—that’s what YC tells them. I can get comfortable with different styles.
I just think I want, fast-forward a year later, someone who’s going to be honest with me about what’s working. They can be confident, but I also want someone who’s open to saying, “Okay, this thing isn’t working out,” right? That gets back to learning. The best founders—and, going back to the Ougazones [?] and Nishant Shankars [?]—they’re learning machines.
People who are bullshitting other people and bullshitting themselves just get in the way of learning.
Yeah, it also just creates so many issues. I think if you’re transparently open, have no ego, and are authentic—not in a mean way, because I think that’s stupid—the radical-transparency thing, I get it, but I think it’s screwy. If you lean on the side of more transparency and more information, everybody around you can make way better decisions.
I’ve always felt that way within Delphi, too. It just always makes sense. Is your partner Mike not at Horizon full-time, or—
Right. So he’s full-time in M&A. I mean, he works like a maniac. On the fund, we kind of tag-team on fundraising, and then he handles most of finance and legal.
The reason I ask is because for me, I have my partners Jan, Aneel, and Jose. They could tell me, “This is dumb. You’re being stupid. Back it up. This doesn’t make sense.” Or, “I spoke with the founder. I didn’t get the read you got.” Things like that.
For you, cowboy, right? You’re a single guy.
I had an associate working with me for maybe half of the fund’s history, and she was good and super smart. I valued her perspective.
We would definitely be open to hiring another person. I’m not actively looking for a partner, but intellectually, anyone who’s great and can add value—I would be open to that. We’re not going to have 10 people join the firm, but I would be open to it. Working in a small company, the chemistry is really important, and so it’s tricky.
I’m wondering, how do you keep your bar so high? Who do you intellectually spar with on this stuff?
Myself.
Okay.
I mean, I am definitely a very harsh critic of myself.
But how do you do that?
I could be better at being a harsh critic of myself. But yeah, I’m constantly thinking about—just thinking about decisions I’ve made and the process I have for making decisions.
I love what I do. I loved sports when I was a kid, and if you had told me when I was a kid that I could have been the GM of some pro sports team, that probably would have seemed like the perfect job, assuming I couldn’t make the NBA—which, when I was 18, I wouldn’t have conceded that just yet.
But if you’re the GM of a sports team and you love sports, you’re probably always thinking about who’s got a better jump shot or who’s got a better fastball. So I’m always thinking about the founders. I’m always trying to think about the data, the signals, and ways to get better at what I do.
Where do you do this thinking? Is this a beach walk or run? Is this grilling the founders call after call?
I try not to bug founders. Sometimes I’ll hear VCs talking about, “Oh, yeah, I talk to these founders all the time,” and I’m like, “I don’t know if they really want that.”
[laughter] They have a company to build.
Yeah, but no, I love talking to all the founders that I work with. In the shower, in the gym, I’m always thinking about this stuff.
I guess I begged the question earlier. Somebody listening to this could reverse-engineer the story, come to you, and make up a story that’s credible enough based on what you’re looking for. How do you tell if they’re faking it?
Intellectual honesty is interesting, but if you’re not a bio expert, the biotech people could lie to you. You know what I mean?
Well, I think I’m pretty good at detecting inconsistencies in a story and in the way someone is communicating. I think I’m pretty good at detecting when someone is exaggerating their knowledge, exaggerating about something that happened, or just lying.
That’s one thing, but even if they’re not lying, people often exaggerate and things like that. So I think I’m pretty good at that. I don’t have any hesitation about asking the dumb questions.
I guess I’ve never lacked for intellectual confidence, so I don’t mind letting them stew in it. I don’t mind talking to some super-smart person and asking a dumb question.
If there are a few things that I’m really good at in my job, I think one of them is that I’m very—like, you could have someone tell me about quantum mechanics and have someone who’s bullshitting and someone who’s not.
And so I think I’d be pretty good at picking out the one who’s being intellectually honest.
That gives them the opportunity to explain these technical things to you in a way that you want to understand, and you can tell if they can share it with the world.
Yeah, but I think they want to do that. If you’re a founder, you want to tell the story. Everyone likes talking about themselves, and you kind of think it’s fun to explain to someone who may be smart but doesn’t know anything about the thing. Hopefully, you view it as a bit of a challenge, and I’m a pretty good listener.
I think that’s a good signal. If someone is like, “Oh my God, I don’t want to talk to this idiot. He doesn’t know anything,” I think that’s a bad signal for a founder. I might miss a few founders. There are probably 1 or 2 founders who are going to be successful like that, but the billion-dollar founders, I don’t think they left thinking, “God, that guy was stupid.” I think they’re like, “Oh, yeah, well, he seemed like a nice guy.”
6. AI, Investing & The Future
I spoke with one of your portfolio company founders, Zane. I didn’t speak with him; I just emailed him before this episode. He mentioned that you’re a generalist, but you’re able to get up to speed so quickly.
I want to parlay this question into the future and where we’re going with AI and technology. It seems like it’s going to be a lot harder to get up to speed on AI than it has been on historical sectors. It’s extremely difficult to understand all the intricacies of this entire supply chain—what’s going on, what’s different, the models, the data, the infrastructure, everything.
Do you feel that your process for getting up to speed with these founders will be different going forward? Do you think it’s going to be hard mode moving forward? Do you think it changes? What do you think?
Well, I’m biased because I hope it doesn’t change much. So I don’t think it’ll change much. I definitely want to use technology and AI as much as I can. I think some people are precious when they say, “Well, AI is going to automate this part of the job, but it’s not going to automate this part of the job—and that’s what I do. That’s so special.” I don’t want to be precious like that. AI can automate everything, so I want to be open-minded about that.
I think there’s a great Jeff Bezos quote, or someone’s quote from 10 or 20 years ago. Someone asks him about the future: “What’s going to happen in the future?” He says, “Actually, what I like to think about is what’s going to stay the same.” He says, “In the future, everything’s going to change, except people are going to want low prices, big selection, and fast shipping. As long as we focus on that, we’re going to be okay.”
I think what’s going to stay the same is these certain types of founders—these exceptional, outlier, brilliant, determined, resourceful, mission-oriented, intellectually honest founders. I just think they’re going to be very successful in creating a champion in the future.
My algorithm is that I’m not going to catch every founder. There are going to be some hypey founders who have huge exits who aren’t for me, and some of my founders aren’t going to work out. I’ll miss some that I’ll regret, but I think this formula for finding founders is going to work. I’m not 100% sure that I’m going to be able to execute on it. I think I will, but I’m very confident that this formula will work as long as capitalism runs reasonably well.
Yes, so let me get this. AI is in such a dynamic period right now, and some people think that the Terminator is just around the corner. Assuming a few things around capitalism and free markets, you mentioned what won’t change. It seems highly unlikely that mass human founder psychology will change in 10 years or something. I feel like you’re probably fine.
Yeah, even if companies have 1,000 agents for every human, I think the founders who are most successful are going to be pretty similar. I think the Steve Jobses, the Elon Musks, the Sham Sankar, and the Melanie Perkinses—I think these are the types of people who, if you have a portfolio full of 10, 20, or 30 of these startups, are going to make a great portfolio in 5 or 10 years, even if the world is really different in some ways.
One other personal, daily question I have for you is that I force-feed the book Essentialism to everyone at Delphi. It’s about managing your time and focusing on the one thing you could be really successful at. I’ve always found myself personally insanely unsuccessful when I have to manage 4 or 5 different things, context-switching, and things like that.
I’m curious how you manage your time. Are Mondays for sourcing and Tuesday and Wednesday for founder calls? How do you manage your time, and how has that evolved over time?
It’s honestly stayed pretty similar for as long as I’ve been a professional. When I was a student, it was a little different. Since I’ve been a professional, I’ve had a digital calendar to look at. When I was a student, I didn’t have that. I forget how I tracked things. I don’t know what the hell I did.
There are some people who want to have meetings back to back to back. Some of them are amazing VCs. I talked to a VC the other day who said he talks to 10 founders a day, and I thought, “That’s not what I want.” Then there are people at big companies where I think a lot of it is just a bunch of meetings, and then they’ve got meetings.
I want to have a certain amount of programmed space and things to do, but I also want some free time. I’m also extremely eager to be productive. My wife says I shouldn’t use the microwave as much as I do, but I use the microwave for things. I’ll put something in the microwave for 40 seconds, and then I think, “I’ve got 40 seconds. What should I do?”
What should I do?
Tie my shoes. Take my vitamins.
I’ve always been like that. I’m definitely a big optimizer. But sometimes it feels like there are people who will drive an hour to save a nickel. There are people who will spend 8 hours productivity-hacking. What have you done?
How much time have you actually saved?
I have a few systems. I write things down, and I have a task list.
But you’re not getting back to every single inbound? Are you an inbox-zero kind of guy?
I’m an inbox-zero kind of guy.
Yeah.
But my inbox is—so I have a task list, and the emails in my inbox are another manifestation of a task list. I don’t have inbox zero. I usually strive to have Inbox 3, and those are 3 important things.
Okay. I always like to figure out how people spend their time because it works for you.
Yeah. There’s the guy—
What’s his name? He’s a famous productivity guru, and most of these people, I don’t think, are useful. He’s the Getting Things Done guy. What’s his name again?
I don’t remember his name.
Yeah, he has some good rules. Someone was telling me about his rules one time, and I thought, “Those are rules that I follow.” Things like writing things down so you can have clearer working memory.
Maybe to close the conversation here, I want to talk through this, and I’ll allow all of it your way. You can take it any way you’d like. What’s the biggest setback in building Horizon? Maybe it’s a personal story. Maybe it’s a founder you really rated highly who didn’t work out. I’m just curious what the setback for you is.
I don’t know how personal you want to get, but I would say that I haven’t had any significant setback in Horizon. It’s like the person whose childhood was pretty good. I’ve been a full-time VC since 2022, and I haven’t had any significant setbacks. There have been a few, but what were the moments when I was most bothered?
There was one time when I really wanted to get into a deal and I couldn’t.
Yeah. That was, in the big scheme of things, all right. I've had some good luck, maybe; hopefully, I've had good strategy and good execution. I could go back to other professional and personal avenues and give you some sob stories about setbacks, but I feel like I'm pretty resilient.
I would say, yeah, I'm sure I will have greater setbacks as a VC. I'm going to do this for a long time, and it's inevitable, but I'm fortunate right now to say that I haven't had any.
I don't think people randomly don't have setbacks, though. It sounds like you must be working so hard that you get to a point where you don't, because at some point it just becomes chance. You will have a setback or something, unless you're really—
I mean, the big setbacks, I think, in VC are fundraising. Fundraising can be a setback, but we haven't had a real struggle fundraising. There have been a few people who said no, but overall, it's worked out pretty well. It has never been a constraint, and I'm not trying to raise the biggest fund, by the way. I'm kind of modest, and it's another story about what I want.
I don't want to spend a lot of time fundraising. I've never wanted to spend more than 10% of my time fundraising. Another setback is companies having failures. We definitely had some companies not succeed. Probably the most painful thing is when you have a company that you think is worth a lot, and then it falls on hard times. I'm sure that will happen in the venture fund; it hasn't yet.
I think we are investing in founders who are very resilient and who are not bullshitters, so I think our businesses are less likely to get markups. As an angel investor, I had a few. I mean, it's kind of like—
You feel good, but it's not real. It's like a paper worth—
Yeah, where you thought you had something that was a 20x, and then it's not worth anything. I've definitely had that happen as an investor, and it's painful. It has happened a couple of times, and you realize it's kind of part of the deal.
Hopefully, I have a pretty good strategy. I'm pretty resilient. I've got my partner, Mike, doing some of the things that maybe other VCs don't like to do. That's another thing: I get to spend time—
There are a few things that are a little annoying. I always follow up with founders; I never lose founders. Maybe it's happened to me, but it was an accident, and I'm sorry if you're doing it. I cannot believe it's so common that VCs don't follow up with founders. It bothers me, so I write a short note to every founder, and I really like doing that.
Yeah, but it's part of the job. It's respectful.
AI's not doing it. There are some parts of the job that aren't perfect, but generally, I think I have a great job. It's kind of insane.
Kyle Samani, who's a giant in our industry, has always said that he gives a founder a reason because they gave him their time—something along those lines.
I always give a reason as well. It's a real inside-baseball thing. Some people don't do that because sometimes you'll get a founder who wants to debate you over email, and—
That is annoying.
7. The SendCutSend Story
But I get it. People care a lot, so I appreciate it. These founders that I get to talk with are amazing. It's kind of ridiculous that this is my job. I get to spend time with these people.
I want to close out with one more fun portfolio story to round out our conversation, and maybe bring back the lessons you've shared into another story. Canva or SendCutSend—which one should we take?
SendCutSend is a really fun one, and it's recent. We started the fund in 2022, but I was the first investor in the company in 2021, when they raised a seed round. We did an SPV.
What does SendCutSend do, though?
It's a vertically integrated manufacturing company. It's really democratizing manufacturing. Traditionally, if you were a tinkerer building something in the garage, or even in a company, and you wanted to get one custom part made, you'd go to a local job shop or local manufacturing company, and they'd be like, “One? No. You need to order 1,000.”
Like a piece of metal—a fabrication company.
Yeah, like using lasers, bending metal, and cutting metal. Jim, the founder, was super passionate about these projects. He had a successful software business that he bootstrapped, and that's how I got to know him originally. But he was more into building cars in his garage, and he was really frustrated by dealing with these manufacturers who never wanted to make him 2 parts or 1 part.
At first, he thought, “Okay, their technology is bad. I'll make software for them.” They were like, “No, leave me alone.” So then he said, “Fine, I'll just do this myself.” His story is that he wanted to put a bunch of money into these really high-end machines, and he had to justify it to his wife, who is his co-founder. He was like, “I'll make a business out of this, and I can use this fancy equipment.”
Basically, he was going to put up a website and let anyone order 1 part. It was a real textbook disruptive innovation. It feels like 3D printing, but for metals. Most of the startups historically in this space make a 3D printer. They make a machine, and that has been a terrible business. It sounds cool, but there's never enough demand.
People have made these incredible machines, but they never get the demand. SendCutSend doesn't make machines. They're always using top-of-the-line, expensive machines from companies like Amada, a Japanese company that's a big supplier. If you have a 3D-printing company, or you're one of these manufacturing startups that wants to build a machine, SendCutSend would be happy to be your customer.
SendCutSend's customers are tinkerers working on a project in their garage on the weekend. During the week, what do they do? They work for Tesla, SpaceX, or Anduril. When we invested in 2021, 80% of the business was small and midsize businesses and tinkerers, while 20% was more industrial and larger companies. It's flipped now.
There's been a huge wave of reindustrialization, defense tech, and robotics, and everyone uses SendCutSend. It's kind of like AWS. In 2010, AWS was the only shop in town for what it did, and every startup used AWS and loved it. AWS never spent a cent on marketing. SendCutSend is like that for all these hardware startups and companies.
They've probably spent a few dollars on marketing, but it's all inbound. All the companies in the space have historically struggled to get demand, and SendCutSend has this genius strategy of making an incredibly awesome product and then having people come to them.
It's really interesting. It feels like, if American manufacturing and hardware tinkering take off because software commoditizes AI, they're going to have a lot of clients around the world who want to mess with robotics, drones, and all types of stuff.
Yeah. Their biggest competition would probably be China, where often you can get a part for cheaper if you're willing to wait 2 or 3 weeks. But if you want 1 or 2 parts, you often want them fast. There's also a ton of this stuff where you're not allowed to get a part from China or whatever.
SendCutSend has an amazing business, and Jim is an amazing guy.
How did you find the founder? What was the—
The company is based in Reno, Nevada. I met Jim through my M&A business because I was advising him on his software business. He didn't transact, but I got to know him, spent time with him, and built up a high-trust relationship with him.
In hindsight, it was funny. I remember when we went to Reno and were hanging out with him, and he was talking about these crazy things he was building. That was when he was the most animated. The software business was nice, but what he was really passionate about was these crazy projects. Everyone in the office was like, “Oh yeah, Jim's got this crazy, expensive machine in his garage.”
Years later, he started this business and reached out to me. I was the only finance person he trusted because he couldn't stand VCs.
He reached out to me. Such a cool story. He founded the business originally on his own with, like, $1,000. When I talked to him, they had some traction. He’s an amazing guy, but he doesn’t have a lot of finance or accounting experience, so he couldn’t really tell you the gross margins or anything about it except the revenue and the growth.
It was clearly self-funding, so clearly the gross margins weren’t software gross margins. But the thing was working, and customers loved it. I was really fortunate there, but it was the summer of 2021, when everything was SaaS, and I was a little nervous about the profitability of SaaS. I was thinking about other things to do as an angel.
Jim wanted to raise this round, and I was really excited to do the fund. I guess, in hindsight, we invested $1.5 million in an SPV. In hindsight, we could have just done that, but I said to him, “I want to raise venture capital.” I was like, “I’m an angel investor, not a VC, but let me see if I can help you.”
I reached out to people in my network and found a really good guy, a great VC at MHS Capital, Mark Zuckerberg. They led the round with a $2.5 million check, and then we did a $1.5 million SPV. That was the summer of 2021. The next year, the fund invested.
Down often. What’s that? You double down very often.
I do. A lot of people don’t do that. With BillionToOne, maybe that’s because we’re all functions of our own experience. With BillionToOne, I quintupled or whatever—how do you say 12? Yeah, the 12-tuple—and that worked, right? I’ve definitely had some double-downs that didn’t work in my angel portfolio, even in the fund. But with SendCutSend, let’s double down on that.
Can I ask you one question, too, just to narrow in on your founder lens? This is somebody you dealt with who came to you because he wanted M&A work. It’s not somebody who came to you to pitch his business, so it wasn’t like you were trying to figure out his psychology or his background. He was coming to you, and you were just trying to size up his business for a sale or something like that.
It’s a very different model from the founder archetype. I pursued Jim initially because he had a bootstrapped software business. I got to know him that way and built a high-trust relationship with him, but I wasn’t at all thinking about investing. I was thinking, “You have a software business. How much is it worth? Can I help?”
His business was very profitable, and sometimes you’ll have businesses that are very profitable, but it doesn’t make sense to sell them because you can’t get a high multiple. If you have good cash flow and you can only get 3 or 4 times cash flow, you probably shouldn’t sell it. I think one reason he liked me was that most transaction people would say, “You should sell. You should do a deal.” But I said, “I don’t think you should. You’ve got a really nice business. I don’t think you’re going to get a big multiple for it. If these things change, maybe.”
I think he appreciated that. I spent a lot of time with him, but ultimately, the advice was that we didn’t think he should do anything.
But no, no, that—you built the trust.
Yeah. Years later, he reached out to me about the business. By the time he talked to me about it, I was like, “Jim, I love you, but I don’t know what the hell you’re talking about.” Manufacturing? It was a little bit of a coincidence, but it can’t be a pure coincidence. It’s like BillionToOne.
I’m literally like, “Look, I got good grades in high school, but I slept through biology.” My high school achievements were—I was not an Olympic champion. These days, all the founders are gold medalists, this and that. I was the Olympic champion of getting good grades and knowing nothing. That was my championship. That was my optimization function in high school.
With manufacturing, I never wanted to touch a power tool in my life. He was telling me about this manufacturing business, and it was really hard to understand it, but it seemed like it was working. This was early 2021. It was basically like, “Okay, tell you what. Let’s talk again in 6 months if things are going well.”
I wasn’t thinking, “I’m going to sell the business.” I was just saying, “This is a friend. I’d like to help him. Maybe I’ll invest. Not sure.” Six months later, it was a little bit like the recent investment where I said I talked to the founder and then 2 months later, “This thing is working.”
Jim is a great guy. He’s an outsider, kind of—you know, Nevada—not a guy who wants to hang out and do any sort of networking. He’s just a really good guy, a family guy.
He did a round recently, right?
Yeah, that’s the fun part. Back then, in 2021, no one wanted to invest in this business. It wasn’t like he chose; he just couldn’t get an investor. We invested, and it wasn’t immediately clear that this was going to be a fund-returning type of investment, but over a little bit of time, I got pretty confident.
Just like I was with BillionToOne, between the Series A and B, I brought people in. It wasn’t a super fancy company, but I was like Shawn Marchet with Palantir. No one in 2009 thought Palantir was a sure thing, but he had that conviction, so I had that conviction in BillionToOne when I brought people in. I got that conviction inside SendCutSend, right?
No one else really cared about manufacturing in 2022. Then Andreessen started to talk about American dynamism and this and that. Earlier in the year, Jim decided he wanted to raise money.
It’s kind of a funny story because there was a journalist who was doing a story on him who was pretty well networked. Jim mentioned that he was interested in raising capital, and the journalist said, “You should talk to my friend Patrick Collison.” Jim said, “Okay.”
He got introduced to Patrick Collison, and they had a conversation. Jim was telling him about the business, and at the beginning of the conversation, Jim said, “I’m thinking about raising money at a $1 billion valuation.” This was the first conversation he’d had with an investor.
At the end of the hour-long conversation, Patrick said, “Well, if you’re raising money at a $1 billion valuation, count me in for $10 million.” Then he said, “Can I introduce you to a few of my friends?” He introduced Jim to his friends at Sequoia and to Matt Huang from Paradigm, who you probably know well.
And Matt is a legend.
He’s a legend, right? He’s a good crypto guy, more than a manufacturing guy. I guess they’re all buddies, and Jim ended up talking to a few of their VCs. It’s just ironic: no one wants to dance with you, and then everyone wants to dance with you.
Matt from Paradigm had, I don’t know if it was a deal toy, but it was a big metal piece of engraving with the— I don’t know if it was SendCutSend or something else in there.
Yeah, yeah.
The one last question I have, just to double down here, is that this was a huge win and an incredible company, but it was outside of how you found the last bunch. With the last bunch, you found these people, asked your questions, looked for obsession, and looked for all these things. SendCutSend was totally different. It was somebody you worked with, and you probably didn’t care if he was obsessed or not because of the M&A work, but it turned into something big.
Was the process different when you decided to invest in SendCutSend? You didn’t have to do the normal due diligence you would on a new founder, I guess.
Yeah, there was some traction there. What I would say is that if you’re looking at a category that’s totally out of fashion and a founder who lacks most of the prestige credentials that most VCs care about, you might get an opportunity to use traction as part of your assessment. Ultimately, what you’re looking for is execution, right? That’s what it’s all about.
Jim’s execution was just amazing. What they were doing was amazing.
It was cool to have this organic inbound, man. It was small numbers, but I wish I could say that I looked at Jim's business plan and looked into his eyes, and it was like, “Yeah.”
But it’s just cool, though, because during your relationship with him on the M&A side, he wasn’t trying to sell you. You probably got to know the real Jim. Do you think you know him more deeply than any other founder?
Yeah, probably. I mean, there are a few other founders I’ve known for similar amounts of time. There are a few other founders in our fund where maybe I invested in their last company, or I just knew them. But with Jim, it’s a really special relationship.
It gets back to just pinching myself. It’s really great that I get to do this for a living. I was the first believer. It was one thing to be the first believer in the 19-year-old, brilliant MIT whiz kid, and good for you if you’re the first believer, right?
But I find it lucky that I can be the first believer in a company. There’s definitely some luck involved, and hopefully some skill. The really fun part for me is that I’m super competitive. I’m not one who wants to pound my chest when I have something good happen, but inside it feels really good because everyone wants to dance with SendCutSend now.
I’m not doing the hard work, by the way. It’s all credit to the company, the founders, and the team. But I helped a little bit, and it’s so much fun when I can talk to any defense tech startup or any hardware startup and mention SendCutSend.
Is that SendCutSend?
Oh, it’s great.
That is cool. It lowers the bar. It just makes it easier.
Yeah.
Do you have any advice for a founder who this is resonating with, who wants to get in touch with you? Or is it more that you want to find them?
8. Advice for Founders & Closing Thoughts
Yeah, I’m open to people reaching out. I usually respond to people who—okay, so if you send me a message that isn’t AI-generated, there’s a high likelihood I’ll respond, but I wouldn’t guarantee it. If I talk to you, I will 100% follow up with you.
These days, I get a lot of AI-generated emails, and I don’t respond to those. But if someone wants to reach out to me, I’ve written so many cold emails, and I’m actually—this is another thing that I’m not that good at, among too many things—but how do you write a short email that demonstrates that it’s not AI, that it’s a little personalized and a little thoughtful?
It needs to show that you’ve spent more than 5 minutes on it, or maybe you can do it in 2 minutes. If you can do that, please reach out or shoot me a message on LinkedIn. You can find my email, too. I’m definitely open to anyone who wants to reach out.
Sandy, I really appreciate you joining me. I don’t meet many VCs with this many wins, with a story this unique, who are this focused on the founders. I’m really excited to see what you back next. Thank you.
Thank you very much.