AI governance
Who is accountable for AI output? The person who ran the agent.
Every AI failure I have investigated had a human who pushed the button. Automation is a delivery mechanism, not a transfer of responsibility.
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AI Security
The AI Security Policy you ship before any AI tool
Most AI rollouts ship the tool before the policy. By Q3 the org has the habits the policy was meant to prevent. Ship policy first - in days, not quarters.
Role Playbooks
Role-Based AI Playbooks for Delivery Teams
Dev, QA, PM, BA, SA - five delivery roles, five different ways AI breaks them. Generic training fits none. The fix is a per-role playbook with four components, the last of which is the part a manager can inspect in five minutes.
AI Adoption
The 4-Level AI Adoption Evaluation Model: How to Tell What Your Delivery Team Has Actually Changed
The 4-Level AI Adoption Evaluation Model: How to Tell What Your Delivery Team Has Actually Changed
AI operating model
The AI Operating Model: what actually changes when a tech company transforms
Most AI transformation programs are AI procurement programs in disguise. Tools change in days. The operating-model layer - roles, decision rights, workflows, metrics, governance - changes in quarters and rarely gets touched.