Resources
Guides, blueprints, and case studies for shipping production AI.
Model rollback with compatible features and configuration
Run a synthetic MLOps demonstration of registration, lineage, canary checks, missing labels, failed model loads and recovery of a compatible release.
MLOps
Model registry
Evaluation
Rollback
Agent guardrails with expiring approvals and safe retries
Run a synthetic agent workflow that tests authorization, expiring approvals, duplicate calls, retries and audit records.
Agentic
GenAI
Guardrails
Evals
Edge Computer Vision to Production: PoC → Pilot → Scale
A practical blueprint to move from a PoC to stable edge CV: datasets, accuracy gates, latency budgets, and operational review loops.
CV
Edge
Jetson
Latency
ALPR & Public-Records Redaction: Policy, CJIS, and Audit in Practice
A field guide to shipping ALPR and video/audio redaction that stands up to PRA/FOIA and CJIS-style audits, without blocking operations.
CV
ALPR
Redaction
Policy