Price prediction
ML models forecast a vehicle's market value from its specs, history and current demand — complete with a confidence range.
Daecha is predictive analytics and valuation for the automotive market: precise bid estimation at auctions, fair pricing of cars in the automarket, and valuation of used machinery. Decisions made on data, not intuition.
Solutions
Unified data models for auctions, retail and machinery — from price forecast to bid recommendation.
ML models forecast a vehicle's market value from its specs, history and current demand — complete with a confidence range.
Precise bid estimation for auctions: the maximum sensible bid for your target margin, so you neither overpay nor lose the lot.
Marketplace analytics: fair price, time-to-sell and listing liquidity — data for sellers and platforms alike.
Valuation of second-hand equipment factoring in hours, condition and region — where reference data is scarce and scattered.
How it works
Auction history, lot specs, market conditions and seasonality merge into a single profile.
The model predicts price and range, and scores the risk and liquidity of each object.
You get a recommended bid and a fair price aligned with your target margin.
Daecha turns scattered automotive-market data into clear numbers for your bid and price.