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AI-first product builder

Add AI without handing it the keys

The model helps your users. It never skips your permission checks, and it never spends without limits.

From risk to routine

Your operating path

Current friction

An AI feature that touches your database is one bad prompt away from doing something no user ever could. Most integrations bolt the model on outside the rules that protect everything else.

One safe path
Recovery that keeps working
Proof before release

The turning point

The happy path is not the hard part.

An AI feature that touches your database is one bad prompt away from doing something no user ever could. Most integrations bolt the model on outside the rules that protect everything else.

The kit makes the safe route the fast route, so discipline does not depend on memory.
  1. 01

    Standardize

    Everything the model returns gets checked at the door before your app trusts it.

  2. 02

    Recover

    The copilot only reads data the current user is allowed to see, and it labels where every answer came from.

  3. 03

    Prove

    When the AI wants to change something, the user approves it first. The write then takes the same safe path as every other write, with usage limits applied.

Your context

Turn this path into your concrete plan.

Tell us what you are building, your current stage, and where risk is piling up. Your brief opens as an email draft; nothing is silently sent in the background.

No sales script
A human response
An honest fit assessment

Your brief

Start with the useful details

A short brief helps us give you a useful answer, not a sales script.

What can we help with?

Please do not include passwords, API keys, or production customer data.