Freshworks playbook: 20x PM efficiency via AI-first PDLC
aakashgupta · x · 2026-09-01
Freshworks CPO Srini Raghavin details a playbook for rebuilding a $3.62B company's PDLC using AI, shrinking release cycles from 6 months to 2 weeks.
Key Strategies:
- Data First, AI Later: Built "Prism"—a knowledge hub and context repository—so agents access full product context instead of starting from scratch.
- Agents in Every Stage: "PRD Genie" writes 80% of drafts before the PM arrives, autonomously querying the data lake for evidence.
Results:
- PM-to-engineer ratio improved from 1:20 to 1:1.
- 12 stages of PRD research reduced from days to seconds.
Related event: Freshworks Uses AI to Cut Release Cycle from 6 Months to 2 Weeks(2 posts)→
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