Three products that work together: emissions determination, fitment evidence, and an exhaust-only labor guide. This complements Tekmetric and PartsTech; it does not recreate their shop flow.
Turn a VIN and vehicle context into an explainable emissions determination—not a black-box guess.
Evidence in
Answer out
Keep PartsTech fitment and exhaust diagrams beside emissions evidence so the service decision has context.
Evidence in
Answer out
Build the exhaust coverage national guides miss, using your real replacement and custom-build experience.
Evidence in
Answer out
Integration contract
Collect
VIN, labels, exports, diagrams, and completed-job evidence
Normalize
Create a stable vehicle, part, operation, and evidence record
Determine
Apply source-aware emissions and exhaust rules
Review
Require a human when sources disagree or confidence is weak
Return
Send the verified answer back into the service workflow
Completed exhaust work feeds a weekly owner review. M&M decides which observations become guide values. Sample size, configuration, rust, fabrication, access, and exceptions remain visible.
Start with controlled CSV and document imports. Add authorized APIs or partner feeds later without changing the evidence model or the shop-facing workflow.
Open integration inventory