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B4MathPilot request

Pilot the decision before the broader commitment.

Pilot fit depends on the decision, the people responsible for it, the evidence available, and willingness to compare the recommendation with reality.

Useful context
Decision, audience, current evidence, timing, constraint, and success metric.
What we return
Fit, recommended rehearsal scope, data boundary, and next step.
Privacy
Do not send passwords, secrets, or customer personal data.
Request a pilot

Describe the decision.

Do not include passwords, API keys, customer personal data, or other secrets.