How I Invest with David Weisburd
Hosted by David Weisburd
Written by a model from the transcript; not yet reviewed.
This episode explores how venture capital firm Footwork is reinventing itself as an AI-native organization, moving beyond basic ChatGPT usage to running cloud-based autonomous agents that handle deal pipelines, CRM updates, and internal briefings. The discussion details the plumbing of their tech stack, the economics of running AI agents at a minimal monthly cost, and how firms can foster a learning mindset among team members. Beyond internal operations, the conversation covers how AI alters early-stage investing, alters the lifecycle of emerging venture managers, and why human judgment and relationships remain the final frontiers that technology cannot automate.
The hosts introduce what it means to be an AI‑native VC firm and contrast it with traditional firms.
The speaker explains how AI assisted in preparing a podcast prep doc and a board meeting, showcasing real‑time insights.
The conversation details Footwork’s evolution from ChatGPT experiments to cloud‑based agents and a central Postgres context layer.
Footwork’s AI spend remains modest while the firm gains significant efficiency across sourcing, decision‑making, and firm‑building.
Footwork uses AI agents to surface insights, improve judgment, and potentially become a decision‑maker in the future.
The speaker predicts automation of back‑office tasks, a leaner firm structure, and the enduring importance of human judgment and relationships.
AI lowers barriers for solo capitalists but also accelerates the natural death of firms that fail to adapt.
The discussion explores the trade‑offs of transparency, serendipity, and brand building for AI‑native firms.
The speaker emphasizes the compounding power of brand and network, and the need to bend rules for exceptional companies.
Insights into how Footwork attracted elite LPs, maintained momentum, and leveraged early successes for subsequent funds.
Reflection on early mistakes, the importance of rapid response to AI waves, and a commitment to balance activity with thoughtful writing.
Defining AI-Native Venture Capitalinsight
An AI-native venture firm does not just use software tools; it rebuilds its processes from the ground up so that agents handle CRM updates and deal flow tracking proactively in the background.
Minimal Firm-Wide AI Costsdata
Despite running multiple proactive agents across a five-person full-time team, Footwork's total AI operating cost remains modest, staying in the low thousands of dollars per month.
Soccer-Themed Internal Agentsstory
Footwork names its internal AI agents after famous soccer managers like Pep and Fergie, with Pep handling daily company briefings and Fergie acting as an internal brain for firm documents.
The Operations Person of the Futurestrategy
The guest explains that the firm hired an AI lead named Andrea to manage internal agents, updating context layers and unlocking capabilities that inform overall investment theses.
What Gets Automated Versus Retainedinsight
Entry-level analyst tasks like financial modeling and data room analysis are fully automatable, leaving human relationship-building and final investment decision-making as the last standing bastions.
Exceptional Companies Deserve Exceptionsinsight
The most important timeless piece of advice is to be willing to bend rules, sacrifice ownership targets, or alter timing when encountering a truly exceptional company.
Speedy Fund One Oversubscriptiondata
Footwork started raising its first fund in January 2021, became oversubscribed by March, and closed successfully by April 13, aided by strong institutional LPs and co-founder alignment.
“What it means to be AI-native is that you're not just sticking AI into the firm's existing processes, hoping that something's going to change. It's actually thinking about the whole firm from the ground up with AI at the core.”
“And so I think that's the amazing opportunity that firms like us have right now, which is to rethink our entire processes with AI from the ground up.”
“We still have Affinity as our CRM, but I don't look at Affinity much at all anymore, because the way I interact with Affinity and the data within is through our agents.”
“When you think about the venture capital flowchart, it is find, decide, win, help, exit. Those are the five functions that we have as investors.”
“Exceptional companies deserve exceptions. And what I mean by that is you have a model when you set out to raise a fund and you know, portfolio construction is going to be this, here's the likely average ownership we're going to have in companies.”
“When you have nothing really to lose, you haven't yet built a winning franchise or something to try to protect. And so, by the way, this applies too for companies, not just venture firms.”
Most venture firms are experimenting with AI. Footwork rebuilt the entire firm around it. David sits down with Nikhil Trivedi, Co-Founder & General Partner at Footwork, to explore what an AI-native venture capital firm actually looks like, how autonomous agents are changing sourcing, diligence, portfolio management, and investment decisions, and why judgment and relationships may be the last true competitive advantages in venture capital.
7,751 words · 2 speakers
Speaker names marked are inferred from speaking time and the show’s known hosts — they are not voice-verified.
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