Oberhahn

Oberhahn is an organizational intelligence platform that gives you a clear, real-time view of how your team uses AI. Instead of guessing which tools or workflows are actually delivering results, Oberhahn connects to your existing stack — including OpenAI, Anthropic, GitHub, Jira, Slack, and more — and surfaces exactly what's happening. You get a dashboard showing every AI workflow running across teams, who built the ones being reused, and where momentum is building week over week.

The platform breaks down AI activity into five layers: Active Workflows, the Intelligence Ledger, Workflow Detail, Opportunities, and Guardrails. The Active Workflows view shows all AI processes across your organization, ranked by reuse and cost. The Intelligence Ledger traces every workflow back to its origin — the person, team, and model that created it — and forward to every team that adopted it. The Opportunities feed surfaces the highest-impact moves, like rolling out a cheaper workflow to another team or trimming wasteful context usage. And Guardrails let you set alerts for patterns like a workflow spreading outside approved teams. Oberhahn also tracks cost per session over time, so you can see efficiency improve.

This tool is built for engineering managers, team leads, and executives who want to turn scattered AI experiments into a real organizational advantage. Instead of relying on anecdotes or dashboards that only show cost, Oberhahn shows you which workflows are actually driving results and how to scale them. If you manage a team that's adopting AI tools and want visibility beyond just the spend, Oberhahn gives you the data to make informed decisions about where to invest next.