Rohlik’s engineers became 78% more productive after rolling out Mesmer.
Mesmer finds where there’s room for AI acceleration and unlocks order of magnitude productivity gains.
QA cycle 4.6d → 1.1d · distributed to PMs, designers, support.
We connect to your codebase, tickets and conversations to build a picture of how work moves through your team, finding where it stalls.
Our solutions are curated by engineers stress-testing the latest tools and workflows across the industry, and personalized to your org.
When you’re ready to act we can go beyond advice. If you want hands-on help driving the changes, our team can step in.
Rohlik’s engineers became 78% more productive after rolling out Mesmer.
From 22.6h down to 9.8h on average across the org.
Stalled work caught 1–2 days earlier, before it blocks a sprint.

Your data stays yours. No training. SOC 2 Type II. Clear access boundaries.
Mesmer processes your data, then clears it.
We've blocked every LLM provider we use from training on it too.
Mesmer can run inside your private network for full control over data, access, and infrastructure.
Mesmer plugs into the systems your team already lives in — reading the signals that drive real engineering velocity, not the surface metrics that don’t.





Commits, PRs, and reviews, tracked in real time.
Tasks, projects, priorities, and scope, linked directly to delivery.
Discussions, decisions and agentic activity, mapped to the work they affect.