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gitmir / product-model / change-impactLIVE MODEL · 35m

Less AI rework. More engineering capacity.

Every task audited automatically. Rework hotspots mapped to your business logic.

The demo shows how it works. The open source gives you your own number, without us.

Without changing
your pipeline.

At $120 an hour, the red part of this one change is $604. Your tracker records one duration for all of it.

  • Rework gets an address
  • Both prices of every change
  • Nothing to change to get it
  • The expensive area names itself
  • Late discoveries stop surprising you
  • A number you can act on

Visual business logic

  • Product map
  • Business processes
  • Data flows
  • Lifecycles
  • Change impact
  • Ownership

$19 / developer / monthviewers free · unlimited products

Connect the team

USE CASES

Week benchmarks.

  1. The agent reads the rules, the states and the dependencies instead of guessing at them, so the second pass stops being where the work is.

Share of a change spent after it was first shown
69%Without GitMir
22%With GitMir
Changes accepted per quarter, indexed
100Without GitMir
138With GitMir
Minutes to validate one agent task
45minWithout GitMir
8minWith GitMir
Hours a week per engineer
6.5hWithout GitMir
2.4hWith GitMir
Minutes before writing a line
90minWithout GitMir
20minWith GitMir
Days to a first accepted change
21daysWithout GitMir
4daysWith GitMir
Hours for a PM to size one change
16hWithout GitMir
0.3hWith GitMir

A model of the mechanism, not measured customer outcomes. Your own figures come from your own changes — the audit reads them off the work you already did.

1 of 7

It works because
we have enough context.

PRODUCT MAP

Your product as it actually works, not as code.

BUSINESS DOMAINS

Thirteen domains, each owning its own logic.

CHECKOUT

A cart becomes an order, and money moves.

FULFILMENT

A paid order becomes a parcel on the doorstep.

DATA FLOWS

What each domain hands to the next, and in what shape.

EVENT MODEL

Everything the product emits, and who listens.

INSIDE A DOMAIN

Orders opens into its own diagram.

STATE MACHINE

The lifecycle an order can legally walk.

USER JOURNEYS

The path a customer takes across the whole product.

TEAM OWNERSHIP

Who answers when a domain breaks.

AN UPDATE ARRIVES

“Add refunds”, before a line of code is written.

BLAST RADIUS

Which business logic this update actually touches.

RISK ANALYSIS

What this update can break, by category.

CONTEXT SUFFICIENCY

Whether the model knows enough to make the change.

EVERY ANGLE

Structure, process, risk and readiness in one view.

TEAM · CUSTOM

GitMir Team

We put the model into the tools your team already opens — the agents, the pipeline, the tracker, the review — and wire it so nobody has to visit a new place to get the answer. You keep every one of them; what changes is that they stop asking each other what the product does.

PLUGS INTO

  • Claude Code
  • Codex
  • Cursor
  • GitHub Actions
  • GitLab CI
  • Linear
  • Jira
  • Slack
  • Pull requests
  1. 01AGENTSWhere they already runClaude Code, Codex and Cursor, one local MCP per machine. No new editor and no new subscription.
  2. 02PIPELINEGitHub Actions or GitLab CIThe model rebuilds on merge, so the map is never a branch behind the code.
  3. 03TRACKERLinear, Jira, AsanaA ticket arrives carrying what it will reach, and the model's ids travel with it to the PR.
  4. 04REVIEWOn the pull requestImpact in both directions, the rules it touches and the checks it owes — posted on the change itself.
  5. 05CHATSlack or TeamsThe collision and the late discovery land in the channel at the moment they are found, not at review.
  6. 06QUEUEVerification contracts per taskDone means its own checks passed; a failed check becomes the next task instead of a stopped run.
  7. 07AUDITAs a CI checkFirst-pass ratio, rework hours and where they concentrate, published per repository.
  8. 08PEOPLEOnboarding on day oneThe object context handed to a new engineer or a new agent, instead of whoever is free to explain it.
  9. 09ROLLOUTDone by usWe install it on the machines, wire the integrations and hand it over working.
CustomScoped from your own audit and your own tools — not a seat package.
  • Nothing in your pipeline is replaced
  • No code leaves the machine
  • Rollout and wiring by us
Get an offer from my audit

ENTERPRISE · CUSTOM

GitMir Enterprise

One model across every product and every repository, and an interface for each role that needs it — so nobody in the organisation has to find a person to find out what the software does. What changed in the business logic this month is a report, not an archaeology.

OPENS FOR

  • Product
  • Engineering
  • QA
  • Support
  • Finance
  • Security
  • Legal
  • Leadership
  1. 01SCALEEvery product in one visualisationHundreds of repositories on one map, each still its own model underneath.
  2. 02REPORTINGWhat changed this monthObjects, rules, states and flows — as a report a non-engineer reads without an interpreter.
  3. 03ROLESAn interface per roleProduct, QA, support, finance, security, legal. Each opens what they own instead of asking an engineer.
  4. 04OWNERSHIPWho answers for whatOwnership on the map — and, the expensive part, the areas where nobody does.
  5. 05ACCESSBy role and by areaNot by repository permission: a person sees the part of the product they are responsible for.
  6. 06AUDITRolled upBy product, by area and by quarter, with the definitions fixed as a contract rather than a dashboard setting.
  7. 07GOVERNANCEReview before executionThe radius, the rules affected and the approval, recorded against the object itself.
  8. 08DEPLOYMENTInside your perimeterOn-prem or your own cloud, SSO, and no source leaving at any point.
  9. 09PARTNERSHIPReviewed quarterlyAgainst the figure we agreed, with expansion priced on the context already built.
CustomPriced on the context already built, not on how many people log in.
  • On-prem or your own cloud
  • SSO and role-based access
  • No source leaves the perimeter
Discuss Enterprise from my audit

UNDERSTAND · OBSERVE · CONTROL

Start free.
Let your own workflow say what this is worth.

RUN IT · CONNECT IT · LET REAL CHANGES BUILD THE AUDIT

Observe it

$19/ developer / month

Software production observability across the people and the agents doing the work. Viewers free.

Connect the team

Measure it

Includedwith Connect

How much extra time each change costs, and where it went. Nothing to buy and nothing to fill in.

What the audit measures

Control it

CustomGitMir Team

Remove the cause of what the observability found, priced against the part we agree is recoverable.

Get an offer from my audit

Scale it

CustomGitMir Enterprise

The same, across several products and teams.

Discuss Enterprise

Start with one developer, for nothing. Connect the team when the local model is useful. The audit will tell you how much of a change is delivery and how much is everything after it — before anybody asks you to buy something.

See what each level gives
NVIDIA Inception Program member

One living model between business and software development.

Business logic for people and AI. Real changes synchronized. Rework measured automatically.

Open source, local-first, and your source stays in your environment.

Open the app
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