Use cases

One decode layer. Every vehicle business it touches.

The same engine answers a different question for every partner — dealerships sourcing inventory, insurers settling claims, lenders pricing lease returns, and platforms embedding the decode layer as their own. Pick yours.

Built for

The same engine, a different question for every partner.

Six ways partners run on the decode and match core today.

Dealerships

Source the exact unit, priced to your margin.

One demand profile runs against every channel’s decoded supply. Because identity is resolved up front, matches are precise — the right trim and configuration, scored and priced, not a noisy keyword list.

  • Every major wholesale channel in one normalized feed
  • Exact-trim matching, not fuzzy keyword search
  • Band-based offer pricing tuned to your margins
  • Post-purchase operations — transport, repair, inspection, titles — run on the same platform
Explore Partnership
Explore partnership

Whatever your question, the engine already answers it.

Every use case above runs on the same production core — sourcing, decoding, matching, and valuation on one data layer. If your business runs on vehicle data, let's talk about which door you walk in through.

  • Partnership, API, and white-label paths available
  • Live decode demonstrated on real, messy auction data
  • Built around standardized industry valuation models

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