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Field notes from production AI.

Long-form essays from the engineers shipping AI inside payers, hospitals, energy operators and proptech platforms. Written for technology leaders who care more about what runs in production than what trended last week.

All essays

Field notes, sorted by recency.

27 essays
AI GOVERNANCE A Buyer's Guide toThird-party modelrisk. A Buyer's Guide to Third-party modelrisk helps enterprise leaders connect… BUYERTHIRD DO Define ownership earlyMeasure before scalingBuild for observability AVOID Unclear accountabilityPremature optimizationBlack-box systems
Insights ·

A Buyer's Guide to Third-party model risk

A Buyer's Guide to Third-party model risk helps enterprise leaders connect model substitution rights, subprocessor chains, change notification, evaluation continuity, and exit paths to vendor risk that survives the vendor changing the model. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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AI GOVERNANCE AI governanceoperating modelsUnder Audit. AI governance operating models UnderAudit helps enterprise leaders connect… 01 Discover 02 Prototype 03 Harden 04 Roll out
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AI governance operating models Under Audit

AI governance operating models Under Audit helps enterprise leaders connect coverage reconciliation, population discovery, exception records, decision evidence, and operating effectiveness to governance that survives a completeness test. Learn the 2026 operating model, components, pitfalls, signals, and implementation steps.

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AI GOVERNANCE Prompt injectiondefence UnderAudit. A Buyer's Guide to Prompt injectiondefence Under Audit helps CISO / CTO… 01 Pilot 02 Team 03 Org 04 Scale PROMPT INJECTION
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Prompt injection defence Under Audit

A Buyer's Guide to Prompt injection defence Under Audit helps CISO / CTO evaluate instruction trust boundaries, tool permissions, retrieval controls, detection, response. Learn the controls, buying criteria, implementation approach, pitfalls, and production signals.

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