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Phase 3 — Model Lifecycle & Operational Reliability

Wednesday Phase 3 — Model Lifecycle & Operational Reliability


Challenger Model Harness & Comparison Bench

Challenger Model Harness & Comparison Bench

WS12 - Evaluate candidate models under stable, repeatable conditions before deploying to production

Jan 19, 2026

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15 min read

SHA-256 Chain-Linked Evidence Logging

SHA-256 Chain-Linked Evidence Logging

WS11 - Maintain tamper-evident records of model actions and inputs

Jan 12, 2026

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17 min read

Tesseract OCR + NER + RAG Claims Automation

Tesseract OCR + NER + RAG Claims Automation

WS10 - Extract structured meaning from documents for adjudication workflows

Jan 5, 2026

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17 min read

HashiCorp Vault RBAC + Secrets Rotation

HashiCorp Vault RBAC + Secrets Rotation

WS08 - Manage identities, permissions, and credential lifecycle across pipelines

Dec 25, 2025

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10 min read

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