INSIGHT / 01AI integration
How to evaluate an AI pilot before approving production
A practical evaluation framework covering task quality, workflow completion, exceptions, operating cost, and production controls.
Decision resources
Technical guidance for approving, changing, or stopping difficult work.
These articles are written for buyers and technical owners evaluating production decisions, not for publishing volume.
INSIGHT / 02AI knowledge systems
Evaluate retrieval before trusting a RAG answer
A failure-oriented approach to testing retrieval, permissions, citations, answer support, and stale knowledge in an AI knowledge system.
INSIGHT / 03Software modernization
Refactor, replatform, replace, or strangle: a modernization decision guide
How to choose a legacy modernization path from business behavior, data risk, team capability, reversibility, and operating constraints.
INSIGHT / 04Document data extraction
Document extraction needs reconciliation, not just valid JSON
A practical guide to schemas, provenance, confidence, business rules, reconciliation, and exception queues for document data extraction.
INSIGHT / 05Application rescue
What a responsible takeover of undocumented software looks like
A first-assessment checklist for access, production behavior, data, releases, backups, incidents, dependencies, and ownership.
Technical fit review
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