aiPM: A Playbook for Building AI-Enhanced Product Management Teams

AI is changing the way products are built, decisions are made, and teams work together. But for product managers, the challenge isn’t learning machine learning theory — it’s learning how to direct AI tools so they deliver real, measurable outcomes.

In aiPM, Gary Arlen shows you exactly how to integrate AI into your product management workflows — not as a gimmick, but as a systematic advantage. Drawing on 15+ years of leading digital transformations across Fortune 500 companies, high-growth startups, and enterprise organizations, Arlen offers a clear, repeatable approach to AI-enhanced product management.

You’ll learn how to:

• Apply the R-C-T-C Framework to turn vague prompts into strategic AI instructions.
• Use RAG and NER techniques to unlock value from your existing knowledge base and unstructured data.
• Move from proof of concept to organization-wide adoption using the POC → Prototype → MVP → MSP progression.
• Build observability into your AI workflows with the MELT Framework for metrics, events, logs, and traces.
• Create Agents and Operatives that scale your team’s capacity while preserving human judgment.

Packed with practical templates, and a 30-day quick start program, aiPM gives you the tools to:

• Save hours per week on manual analysis.
• Improve the quality and confidence of your decisions.
• Build competitive advantage through scalable, intelligent workflows.

Whether you’re new to AI in product work or ready to operationalize across an entire organization, aiPM will help you hunt the right signals, turn them into insight, and act with the discipline of a modern product team.

The difference isn’t the tools you use — it’s how you use them.