Centralizing Context for Rapid Execution

Stampli transformed its go-to-market (GTM) process by building a system that connects disparate product information—including meeting notes, Jira tickets, and GitHub data—into a unified source of truth. By using Codex and ChatGPT Work, the team eliminated the manual overhead of reconstructing product context, allowing them to move from prototype to public launch in just six weeks. This infrastructure enabled the team to produce a wide range of assets, including blog series, webinar decks, and social creative, while maintaining human oversight for final approvals.

Automating Content at Scale

Beyond specific launches, Stampli uses AI agents to automate daily content production. By connecting these agents to their internal knowledge base, the product marketing team scaled their output from a few pieces of content per week to hundreds. This shift allows the team to spend less time on administrative tasks and more time acting as strategic advisors to the C-suite, using AI as a "thought partner" to brainstorm, test personas, and refine messaging before presenting to leadership.

Real-Time Data Analysis and Decision Support

Stampli utilizes AI as a "second brain" to surface business insights during high-stakes meetings. In one instance, the team replaced a half-day FP&A reporting process with a 20-second AI-driven analysis of metrics across HubSpot and other systems. This capability allows employees to enter meetings fully prepared and make data-backed decisions in real-time, significantly increasing organizational agility and reducing the latency between identifying a business need and deploying a solution.