Journal

AI systems and agent engineering insights

06

Notes on shipping AI into production — strategy, agentic systems, and the operational craft behind systems that actually work.

November 5, 20265 min read

AI Knowledge Management: Why Decision Context Matters

Finding a policy does not establish permission to act. Learn how to capture decision context, approval authority and unknowns, with a practical worksheet.

AI Knowledge ManagementDecision ContextEnterprise AI
September 3, 20265 min read

AI Readiness Assessment Checklist for Enterprise Teams

A practical checklist for evaluating strategy, workflows, data, technology, team capability, governance, and change readiness before funding an AI initiative.

AI StrategyReadinessEnterprise AI
September 3, 20266 min read

Build vs Buy for Custom AI Systems

A decision framework for separating commodity AI from differentiating workflows and choosing when to buy software, configure a platform, or build custom.

Custom AIBuild vs BuyAI Product Development
September 3, 20268 min read

How to Evaluate Enterprise AI Agents Before Production

Evaluate enterprise AI agents before production and re-approve the full system after changes to models, tools, permissions, policies, or monitoring.

AI AgentsEvaluationGovernance
September 3, 20267 min read

How to Move an AI Pilot Into Production

A decision review for stalled AI pilots: name the workflow owner, baseline, authority, release evidence, and support plan before funding another demo.

AI ImplementationProduction AIAI Strategy
May 8, 20267 min read

How to Build an AI-Native Company

Learn what an AI-native operating model looks like and how established companies can introduce queryable workflows, closed loops, and agent-assisted delivery.

StrategyAI-NativeOperations

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