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Competence Infrastructure for AI

Earned autonomy.Built on real work.

Self connects agent actions, human judgment, and real-world outcomes to show what your agents have proven and where they’re ready for greater autonomy.

Talk to usSee how Self works
How autonomy is earned

Work produces outcomes.

Review reveals what made them possible.

That evidence informs what comes next.

We already know how responsibility is earned.

Experience accumulates.

A new hire
  1. Shadowing
  2. Reviewed work
  3. Owns a task
An agent

Reviews become work events, not a fresh start every time.

The review stays with the work.

  1. Agent actionRequest routed
  2. Human correctionDestination changed
  3. Recorded outcomeAccepted after review

A team assigns scope.

Route requestsPermitted within scope
Issue refundsHuman approval

Your policy determines the boundary.

For developers

Test what actually goes wrong.

Inspect a failure. Compare a change. Keep the requirement for the next release.

Example format and source
Reviewer supplied the source
Document summary

“Where does this claim come from?”

Policy comparison

“Which passage supports this?”

Customer answer

“Can we trace that to a source?”

Regression caseDraft

Find the source without a hint.

New inputUnseen document

Cite a supporting passage, or say none is available.

Reviewer's source withheld

For operating teams

Delegate by task.
Stay in control.

See the evidence behind each responsibility and keep permission under your team's control.

Discuss your workflow
Support agent
Permitted scope · Team policy

Route to Billing

Within the routing policy

Routing evidence retained

Issue a refund

Human approval

Your team sets the policy. Your systems enforce it.

Change the model.
Keep what you've learned.

Retained corrections give the next configuration a concrete question to answer.

Configuration changes
Model AModel B
Routing regressionDraft

Can it route the request without the correction?

New model. Fresh assessment.

  1. Action
  2. Correction
  3. ✓Outcome

History retained

Same evidence. Previous permissions do not carry over.

Keep the requirements in view.

A Success Contract states what acceptable work means for the customer. Self connects the attempt, human judgment, and eventual result so that changes can be compared against the same requirements.

Read the method

From the method
to your first workflow.

Inspect the example and its limits.

Source evidence, requirements, and a proposed comparison—with the technical detail kept together.

Read the example documentation

Start with a workflow.

Discuss the work your agents do and the decisions that need review.

Discuss scope with Self
Why autonomy should be earned.Read the memo ↗

What could your agents take on next?

Bring us the workflow you want to improve.

Talk to us

Talk to the Self team.

Tell us about the workflow you want to improve.

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Self — Earned autonomy. Built on real work.