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Decawork

Training company-specific models that approve AI actions.

About

An agent’s access should depend on the task it is doing. The same action can be appropriate for one task and wrong for another. Access decisions need to adapt in real time as the agent works, but companies can’t turn every business judgment into a fixed rules or have people manually approve every step.

We train small, company-specific models that approve AI actions in real time. They consider the company’s policies and interests, the agent’s current task, and its past actions to decide whether each proposed action should be allowed. Access is specific to the task at hand and reassessed as the agent works.

Companies will rent intelligence from AI labs or run open-source models to power their agents. They’ll own the models that keep their entire AI workforce acting in their interests. Decawork is building those models.

Topics

Artificial IntelligenceB2BSecurityInfrastructure
Location
San Francisco, CA, United States
Team size
2 employees
YC batch
Summer 2026
Status
Active
Stage
Early stage

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Questions and answers

What does Decawork do?

Training company-specific models that approve AI actions.

Where is Decawork based?

San Francisco, CA, United States

How many people work at Decawork?

2 employees, according to the company profile.

Has Decawork raised money?

There are no funding rounds for Decawork in our data.

What are the alternatives to Decawork?

Similar startups: Golf, Tinfoil, and Stacktrace.