Forget Growth. Your Valuation Depends On Your AI Story | Tomasz Tunguz, GP @ Theory Ventures

Tomasz Tunguz, General Partner at Theory Ventures, joins Sam Jacobs, AJ Bruno, and Asad Zaman with public software multiples sitting at 4 to 4.5 times forward revenue, down from the 100x ceiling of 2021. Topics include why the market now pays for an AI story rather than growth, the $10 billion AI companies committed in a single year to putting forward-deployed engineers inside customer orgs, and the 41 days a model company gets to commercialize a state-of-the-art release before it is knocked off the perch. Plus, why the mid-market is being abandoned for enterprise deals that close in 45 days, what quota inflation at AI-native companies is actually measuring, and a bull-versus-bear call on 50 to 100x multiples for AI harness companies twelve months from now.

Key Takeaways:

- The valuation follows the AI story, not the growth rate. Average public software trades around 4 to 4.5 times forward revenue today, and the category leaders carrying 30x and up are usually not the fastest growers in their category. As Tomasz put it: "what the market is asking for, and this is both true in the public and the private market, is great, you have an existing business, now show me that you can sell tokens." Revenue growth is still the highest single correlate to multiple, but the token story is what re-rates a company before the revenue shows up.

- Before you copy an AI-native company's quota model, work out where the number is actually coming from. "It's not the supply side has changed and suddenly become 10x more productive. It's the demand side budgets have increased by a factor of 10. And that's what's driving quotas," said Tomasz. Quota-to-OTE ratios that topped out between 2.5 and 4 at Oracle and IBM five years ago are now routinely 1.5 at early startups, and a single insurance account can carry a quota in the tens to hundreds of millions, which is why he no longer grades companies on AE to SDR or AE to CSM ratios at all.

- Using AI to save time is the wrong target for top-tier performance. Tunguz rebuilt his blog workflow so every edit runs through AI, and the total edit count held flat at 134 per post regardless of how long he had been at it, while a graded review of ten years of posts showed a 20% quality increase in 2026. "if you're a chess grandmaster and you want to be better with AI, you don't train less. You train just as much, but you hold yourself to a higher standard." The hour to an hour and a half per post did not change; the research, citations, and depth of analysis did.

- Product advantage is thinning, so the distribution move is what investors are underwriting now. "the go-to-market innovation is now significantly more important than it was. And if you can find a founder who can execute a beautiful go-to-market judo move and produce a lot of leverage for the company, then it's incredible," said Tomasz Tunguz, General Partner at Theory Ventures, placing Dropbox, Zoom, Confluent, and HashiCorp as the previous era's version of the same pattern.

Connect with the Hosts & Guests:

Host: Sam Jacobs, CEO at Pavilion - https://www.linkedin.com/in/samfjacobs/
Host: AJ Bruno, CEO at QuotaPath - https://www.linkedin.com/in/ajbruno3/
Host: Asad Zaman, CEO at STA - https://www.linkedin.com/in/azaman1/
Guest: Tomasz Tunguz, General Partner at Theory Ventures - https://www.linkedin.com/in/tomasztunguz/

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Chapters:
00:00 Introducing Tomasz Tunguz
02:16 Market Stopped Paying For Growth
04:56 Show Me You Can Sell Tokens
06:33 Inside The Hugging Face Hack
10:07 Explaining RL With A Roomba
13:43 Is Security The Next AI Use Case
17:49 Fertility, Consumption, And Tokens
22:36 Overleveraged On The AI Buildout
26:08 Writing Every Post Through AI
30:55 The $10 Billion FDE Boom
39:11 FDE Moat Or Toll Booth
44:39 Quotas Are A Demand-Side Story
52:54 Does Customer Success Die
55:55 Enterprise Shift And GTM Judo
01:03:41 Bulls and Bears

Sources & Attribution:

2015 quota figure: https://tomtunguz.com/how-big-should-your-sales-pipeline-be/
SaaS AE compensation: https://blog.bridgegroupinc.com/saas-account-executive-compensation
2024 AE metrics and compensation benchmark: https://blog.bridgegroupinc.com/2024-ae-metrics-compensation-benchmark
AI investment map: https://www.forbes.com/councils/forbestechcouncil/2026/02/27/ai-is-redrawing-the-tech-investment-map-in-2026/
The $10B FDE Boom: https://tomtunguz.com/the-10b-fde-boom/
Clip: https://www.youtube.com/watch?v=8DbCQn86f9w
Clip: https://www.youtube.com/watch?v=bSo4V6tY9XQ&t=1385s
Clip: https://www.youtube.com/watch?v=36mE3cjYldU&t=560s