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Thread 7: AI PM Workflow Stagnation

Thread 7: AI PM Workflow Stagnation

Platform

Reddit

https://www.reddit.com/r/ProductManagement/comments/1sigv25/ai_pm_stagnation_how_are_you_actually_leveling_up/

Full Post Text (Key Excerpt)

“Feeling stuck in my AI workflow lately and trying to actually level it up.”

Why This Matches Ryva ICP

Direct PM workflow signal in an actively shipping environment where AI usage exists but output quality is not compounding.

Underlying Problem

AI tooling is being applied without a stage-based operating model, so teams get drafts faster but decisions are not clearer.

Suggested Public Reply (Copy)

Most PM AI workflows stall when prompts improve but decision flow doesn't. The useful shift is mapping AI usage to workflow stages: discovery, spec, tradeoff, handoff, and post-ship review. That reveals where AI is creating leverage versus just more text.

Suggested DM Idea (Copy)

Want a stage-based AI PM workflow template that focuses on decision quality, not output volume?