Draft the core model-card fields that keep a predictive model from being used outside its validated purpose.
A lead-score rollout needs a model card before the score appears in CRM. Model card: intended use, out-of-scope use, evaluation, limitations, monitoring Treating the launch deck as documentation and letting downstream teams invent new uses. Intended use Prioritize inbound SMB leads for SDR contact within 48 hours. The card names population, action, and timing. Prohibited use Do not use for enterprise renewal risk, channel-partner disputes, compensation, or hiring decisions. Misuse prevention is strongest when prohibited uses are explicit. Evaluation summary Report top-decile conversion, precision by region, and calibration by lead source on the last two quarters. Performance evidence must match…
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