Decision System  Blueprint

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Decision System Blueprint

What it is

A production pattern for predictive decisions: evaluation, monitoring, audit trail, and deployment runbooks.

When to use

You need reliable forecasting/scoring in workflow
Model performance and drift must be managed
Decisions require traceability and rollback posture

What you get

Decision Loop architecture diagram
Workflow visualization blueprint
Feature approach template (training/serving parity)
Consistent model features
Evaluation harness outline (offline + online)
Testing framework setup
Deployment runbook (batch/real-time)
Execution instructions guide
Monitoring + drift checklist
Performance tracking controls
Decision audit trail pattern
Traceability record template
Rollback posture + incident runbook
Recovery procedures plan
Guardrails for LLM/RAG where applicable
AI safety controls

Integrates with

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Databricks, Snowflake, Fabric, LLM/RAG systems

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