Five fresh AI tools to measure your agents, draft your docs, prototype ideas, and automate research — without adding headcount.
Pendo Agent Analytics
Pendo's Autumn 2025 release adds Agent Analytics and Agent Mode to track AI agent adoption, performance, and drop-off alongside product usage.
Why it matters for PMs: Gives PMs shipping AI agents hard data on where users abandon mid-task, replacing guesswork with measurable agent adoption and improvement loops.
pendo.io ↗ProdPad CoPilot
An AI assistant embedded in ProdPad that drafts idea descriptions, roadmap initiatives, and documentation grounded in your backlog and feedback.
Why it matters for PMs: Cuts hours of PM busywork by generating specs and fielding stakeholder questions with context from your actual roadmap, not generic LLM output.
prodpad.com ↗Google Opal
Google Labs' experimental no-code builder that turns natural-language descriptions into shareable AI mini-apps with editable visual workflows.
Why it matters for PMs: Lets PMs prototype AI workflows and demo functional proofs-of-concept to stakeholders in minutes, before committing any engineering time.
opal.google ↗— Signal Brief · every weekday morning · no sponsorships, no job board, no Slack.