instrument cluster
Solutions

We ship what the industry actually runs on.

Solutions built on top of live, operating platforms — not slideware. For OEMs, dealer groups, insurers, lenders, and fleets.

How we partner

Partners in the outcome — not a line item on a PO.

Every engagement is structured as a partnership — we bring operators, technology, AI & data, and where it fits, capital. We co-own the outcome with you, on timelines and structures that fit your business.

Operators
In the room from day one
Platforms
Production-grade, plug-in
AI · Data
Sector-trained, not generic
Capital
Outcome / equity / rev-share
/ 01For OEMs

Demand, dispatch & defect intelligence

  • Market share & segment-level demand signals
  • Dispatch-to-registration leakage analytics
  • Field complaints → engineering feedback loop
  • EV adoption & competitor benchmarking
/ 02For Dealerships

Lead-to-delivery discipline

  • SLA-enforced lead routing & escalation
  • AI lead scoring on enquiry intent
  • Delivered-deal locks against poaching
  • Showroom & workshop performance lens
/ 03For Insurers & Lenders

Underwriting on real lifecycle data

  • Chassis-linked ownership & service history
  • Defect-aware risk pricing models
  • Claims fraud signals from workshop network
  • Asset-tracking for commercial vehicle finance
/ 04For Fleets & Mobility

Asset, route & resale intelligence

  • CV/EV total-cost-of-ownership models
  • Resale & residual value benchmarks
  • Dealer & workshop locator coverage
  • Financing & insurance partnerships
How we engage

Three engagement models. One operating mindset.

Pick what fits — from a focused data product, to a full platform build, to a long-term partnership.

Model 01

Data & Insight Products

Subscription access to our market intelligence stack — market share, demand, EV, and dealer network data.

Model 02

Custom Platform Build

White-label or co-branded platforms built on our DLIP, VehicleLedger, or AutoData.Exchange spine.

Model 03

Strategic Partnership

Equity, revenue-share, or JV structures where we operate alongside you for the long term.

Have a problem to solve?

Tell us what you're working on. If it's automotive or mobility, there's a strong chance we've already seen a version of it.

Brief us
Made with Emergent