AI agents for the physical economy
San Francisco, CA
Joined March 2026
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Our AI workers live inside a customer’s ERP. Most of the time, that’s enough.
But when they need a supplier the company has never bought from, the answer isn’t in the database. It’s on the open web.
Wrote about how we solve that with @tinyfish_ai.
This is how we help companies save 131 days of work every year.
useansur.com/case-studies/ma…
Ansur retweeted
The Next Industrial Revolution Starts today.
Introducing Ansur: Governed Agents For Manufacturing.
Running procurement, ERP data entry, and production planning just like the way your team does, only 100x faster and cheaper.
Check out useansur.com
The last 3% is a different product.
An agent can get 97% of the way there, but if a human still has to check every action, you haven’t really unlocked autonomy.
It’s like a self-driving car that still needs someone behind the wheel.
The real jump in value comes from governance: clear policies, permissions, audit trails, and humans stepping in only when something goes wrong.
Better models matter.
But trust infrastructure is what lets them actually run.
Ansur retweeted
AI agents can navigate ERP, CRM, and production system. That doesn’t mean they should be allowed to post to it unchecked.
The gap between a capable demo and a trustworthy production system is an enforcement layer outside the model.
Thats what @useansur is:
useansur.com/capability-is-c…
