Intelligence Lab
GitMir is built by the team behind MIR DIGITAL — an engineering organization with 25+ years of building and operating production systems across hundreds of projects. We publish what our technology achieves, and we keep how it works.
AI made our own execution faster — and quietly moved the cost into explanation, supervision, review and rework. Senior people kept reconstructing the same product logic, again and again. GitMir is the technology we built inside our own operation to remove that cost. We run it ourselves, every day.
Engagements start from a measurable outcome, or they do not start.
Every figure is labeled verified, illustrative or target. No exceptions.
What our technology believes can be read, questioned and corrected.
We publish results and the configuration to repeat them. The method stays ours.
The shared layer everything works from: a living model of how your software and company work.
GitMir Intelligence →Independent products for engineering, product development, market research, customer discovery and decisions.
All products →Benchmarks, Science and public models — results you can inspect and repeat.
See the evidence →Private deployment, access and integrations — measured against a baseline agreed in writing.
Enterprise →Research, engineering and production experience in one team.
Founder & CTO
25+ years building production software systems. GitMir is the continuation of that work: making complex software understandable to both people and AI.
The founder signs the measurements. Every published result should have someone accountable for it.
LinkedIn →Research & Engineering
GitMir is developed by the engineering organization behind MIR DIGITAL — a team with decades of production work across software, automation, commerce, operations and data systems.
Research that has to survive production. If a result cannot be measured in real work, it does not belong in the product.
GitMir on LinkedIn →Three deployment modes, and they differ in exactly one thing: which boundary your source code crosses. The full data-boundary table is on its own page.
You authorize a repository and GitMir reads it. The fastest way to start, and the right one when the code already lives with a third party you trust.
Your source code stays in your environment; the GitMir Local Connector processes only what you permit, and derived intelligence is synchronized to GitMir.
A private deployment with a private MCP endpoint, in your VPC, on-premises or isolated. Nothing traverses a GitMir-operated service.
[email protected] — or book a call directly. You will speak with engineers, not a funnel.
