About First Scan Otif
First Scan Otif is an MCP server in the Agents category: calibrated GBT (isotonic XGBoost) scores first-scan promise-miss risk on public Olist data. Exception handling policy; LangGraph/MCP agent executes it in simulation. Judged on business impact (actions, OTIF, spend), not intermediate model performance. Production: Cloud Run, Feast, MLflow, canary, monitoring, human-gated promote.
Install
git clone https://github.com/smartofficialintelligence/first-scan-otifThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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