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User Guide

OverviewDeploy an artifactWrite reason codesValidate before releaseAudit for fairnessMonitor a deployed artifactRecalibrateTune the whitebox and bandsVisualize a decision

User Guide

One page per job. Each guide assumes you have compiled an artifact — if you have not, start with Get Started.

Deploy an artifactShip the runtime, or export to SQL and COBOL.Write reason codesThe reason dictionary format and coverage requirements.Validate before releaseRun the validation framework as a CI deployment gate.Audit for fairnessOutcome, performance and decision-geometry evidence by group, from the decisions themselves, with lending as the worked lens.Monitor a deployed artifactWhich features moved the score, whether the bands are still calibrated, whether the baseline is stale.RecalibrateRefresh probabilities without moving anyone between bands.Tune the whitebox and bandsSweeps, retention curves and band efficiency.Visualize a decisionPayload-driven plots that cannot disagree with production.
NextDeploy an artifact

CompileML · Apache-2.0 · Copyright 2026 Carlos Ortiz

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