The Problem
An enterprise software company was shipping constantly across a complex product suite. But GTM teams often didn't know what had shipped, what it meant for customers, or how to position it. Features that could close deals went unmentioned. Adoption goals went unmet. Valuable launches landed quietly. Teams relied on unstandardized channels, incomplete roadmaps, or dense release notes, none of which told them what was actually in it for the customer.
The Approach
I designed and launched a structured release handoff process built around an AI agent that walked PMs through a series of questions to produce a standardized release handoff document. That document linked directly to the project management system and a shared knowledge base, connecting the release to its development plan while building an accessible, searchable repository. The agent also generated a communication template that standardized how PMs announced launches to GTM audiences in language they could actually use with customers.
The Impact
GTM teams finally had what they needed to have informed conversations about what was shipping and why it mattered. Product teams had a repeatable process that made launches land. But the bigger payoff came later, the release handoff documentation became the foundational data layer for an expanded agentic RAG system now being built to surface contextual account-specific release information to GTM teams at exactly the right moment.
