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The Twenty Minute VC (20VC) · Saturday, July 4, 2026

The Challenge of AI Diffusion in Enterprises

Clay Bavor commented on the low percentage of enterprise tasks currently automated by AI, suggesting it's a multi-faceted issue. He believes the problem lies not only in model capabilities but also in the diffusion of the technology within companies and gaps in the application layer, acknowledging that as open-weight models improve, the potential for automating more tasks grows.

personClay Bavor

The tape

3 quotes
Well, I think if you look at what percentage of enterprise tasks are automated today, it's around an error. It's very low.
Clay Bavor
So is that a model gap? Is that a diffusion of the technology into the company? Is that an application layer gap? I think it's probably all of these.
Clay Bavor
You're obviously correct that as the open weights models become more capable, that the set of things they can do grows larger, but actually, like what for the majority, you know, AI that works with you, not on top of you.
Clay Bavor
Heard on The Twenty Minute VC (20VC) — “20VC: Open Models vs Frontier Models: Who Actually Wins? | The $100,000 Token Budget Every Engineer Will Need | Why Forward-Deployed Engineers Are the Future of Enterprise AI with Clay Bavor, Co-Founder of Sierra, published Saturday, July 4, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.07
The Challenge of AI Diffusion in Enterprises — Heardvine