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Notes on product operations, AI strategy, and change management.

The AI Readiness Playbook for Product Teams

A three-part series that bridges AI governance and AI tooling with good business practice. Start with Part 1, or jump to the step you need.

Blog · Part 1 of 3

The AI Readiness Playbook for Product Teams: Getting Your House in Order

Between the executive “we need AI” mandate and an agent doing real work sits a leap of faith. Start by naming the feeling you want, then attach metrics to it.

July 14, 2026 · 6 min read

Strategic PlanningAI StrategyChange Management
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Blog · Part 2 of 3

The AI Readiness Playbook for Product Teams: Mapping the Work

Inventory what already exists, map how product operations really work, and force-rank tasks by time and value to find the ~20 worth optimizing.

July 14, 2026 · 6 min read

Resource PlanningProcess DesignAI Strategy
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Blog · Part 3 of 3

The AI Readiness Playbook for Product Teams: The Final Filter, and Measuring What Matters

Run the shortlist through two filters, does it move a feeling and should AI touch it, then pick 3 to 5 tasks to build first and measure them.

July 14, 2026 · 7 min read

AI StrategyMetrics & MeasuresStrategic Planning
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