See how your team uses AI, what it costs, and what it delivers. Then turn the practices worth repeating into managed workflows, with the context, skills, and guardrails each task needs.
Every engineer. Every agent.
Same predictable workflow.
Your team's conventions, system knowledge, and skills, loaded into every coding agent and scoped to what it's working on.
Know where risk sits in your codebase, and make sure the changes that touch it get the scrutiny they need.
Turn best-performing individual practices into repeatable workflows the whole team can build on.
AI ROI leadership can trust: spend tied to outcomes, with the attribution and visibility to scale what's working.
A capable model still needs to know how your team builds. The conventions to follow. The decisions already made. Make that knowledge part of every task.
Explore Team Knowledge →Specialist know-how, written once and shared. Agents bring in database, performance, or security expertise the moment a task calls for it.
Explore Shared Expertise →Human attention is scarce. Spend it where it matters. Light checks for routine changes, deeper review for risky ones, and a person only when human judgment is needed.
Explore Risk-Based Guardrails →Amplify what works. Find the models, skills, and workflows that drive the best outcomes, and make them your team's default.
Explore AI Effectiveness →Your developers start the task. Their coding agents do the work. Topogy brings the team's context, expertise, and process with them.
See how it works →
Every session, pull request, and dollar of AI spend in one place, and a direct path from what you learn to how your team works.
"This is exactly what we're looking for right now… insights out of the box, tracking real outcomes. No more token leaderboards and lines of code."
"Topogy gives us system level context that we can trust. This enables our production agents to operate with the same level of understanding as our engineers."
"No more shadow AI. We finally have visibility into all of our AI agents and how they're interacting in production."
"Seeing how AI sessions correlates to PRs helps me use AI tooling more efficiently."
"Great tool that delivers on collaborative spec-writing and visualizing risk across the codebase."
Start with your own work, or bring your team's practices into managed workflows.