Insights & Guides
Deep dives on product management agents, PM workflows, VoC analysis, and enterprise governance.
What is a Product Management Agent? A practical guide for enterprise SaaS
Learn what product management agents are, how they differ from copilots, and how enterprise teams use them to automate PM workflows while maintaining control.
Draft-only AI agents: how to get autonomy without losing control
Explore the draft-only pattern for AI agents; how to give agents autonomy over workflows while keeping humans in control of all external writes.
PRD automation that doesn't hallucinate: evidence, assumptions, and open questions
How to use AI for PRD drafting while avoiding hallucination through evidence grounding, explicit assumptions, and structured open questions.
How to design agent workflows with MCP connectors (and why it matters)
A technical guide to designing AI agent workflows using MCP (Model Context Protocol) connectors for enterprise tool integration.
Product ops automation: what to standardize first in an enterprise team
A prioritization framework for product ops automation; which workflows to standardize first and how to measure success.
Cross-team dependencies: how agents detect drift before it burns a sprint
Using AI agents to monitor cross-team dependencies, detect risks early, and facilitate proactive communication.
Agentic roadmaps: building strategy that updates with real customer evidence
How to create living roadmaps that automatically incorporate customer evidence, competitive changes, and analytics signals.
The enterprise PM toolkit: briefs, themes, PRDs, and sprint review packs
A comprehensive guide to the essential PM artifacts for enterprise teams and how AI agents can automate their creation.
Why "AI PM copilot" is not enough: the case for multi-step PM jobs
Why single-prompt copilots fall short for PM work and how multi-step agents that run complete workflows deliver better results.