Automotive & Aftermarket

The vehicle got connected. The dealership's software mostly did not.

Our goal in this sector

Connect sales, parts, and service into one operational and customer picture.

// 01 — State of Play

Where the
sector stands.

Dealer groups and aftermarket operators run a DMS at the center with parts catalogs, service scheduling, CRM, and manufacturer systems around it. Customer history fragments across departments, and the service bay — the highest-margin part of the business — is often the least instrumented.

Meanwhile vehicles emit telemetry, parts availability is a live commercial problem, and customers expect to book, approve, and pay for service from a phone. All of that is integration work.

// 02 — The Shifts

What technology is changing right now.

The forces reshaping this industry — and why they turn into engineering problems.

Shift 01

Service went digital

Online booking, digital inspections with photo evidence, and mobile approval changed both throughput and approval rates.

Shift 02

Parts became a data race

Fitment accuracy and live availability determine whether a job completes today or next week.

Shift 03

Vehicles report their own condition

Connected diagnostics enable proactive service outreach based on actual vehicle state.

Shift 04

Buying moved online

Customers configure, finance, and often complete purchases digitally, which requires inventory and pricing to be accurate in public.

// 03 — Friction

Where it breaks today

  • Customer history split between sales, parts, and service
  • Technician time and job status tracked on paper tickets
  • Parts fitment errors causing repeat orders and delays
  • Estimates approved by phone tag instead of a link
  • No accurate view of effective labor rate by tech or job type
// 04 — What We Build

Systems that fix it

Service workflow systems

Scheduling, digital inspection, estimate approval, parts staging, and technician time capture in one flow.

Parts and inventory tooling

Fitment-aware catalogs, live availability across locations and suppliers, and reorder logic tied to actual demand.

Unified customer records

One customer and vehicle history across departments and locations, usable by anyone who picks up the phone.

Connected vehicle integrations

Telemetry ingestion for proactive service, warranty analysis, and fleet customer reporting.

// 05 — Ground Rules

How we engineer here

DMS integration limits

Dealer management systems restrict access and charge for it. Integration strategy accounts for that upfront.

Manufacturer requirements

OEM programs impose specific data, branding, and reporting obligations.

Warranty audit

Warranty claims must be documented well enough to survive an audit years later.

Customer data privacy

Vehicle and location data is personal data and is treated as such.

// 06 — Glossary

The language of the sector

Plain-English definitions, so nobody has to pretend they know what an acronym means.

DMS
Dealer Management System — the operational and accounting core of a dealership.
RO
Repair Order — the record of a service job, its parts, labor, and approvals.
Fitment
Whether a given part is correct for a specific vehicle configuration.
Effective labor rate
Actual labor revenue per hour sold, after discounts and warranty rates.
Multi-point inspection
A standardized vehicle check performed at service intake, increasingly with photo evidence.
// 07 — Questions

Straight answers.

Can you integrate with our DMS?

Usually yes, through the vendor's certified interface; we scope the constraints before committing.

Do you build customer-facing service booking?

Yes, tied to real bay capacity rather than a generic calendar.

Can you handle multi-rooftop groups?

Yes — multi-location data consolidation is a common starting point.

Running one of these
operations?

Describe your setup to our AI Strategist and get an architecture sketch back in seconds — or go straight to a human.