B2B Products
Market data and models,ready for your operation.
Three ways to access ARST Data's data infrastructure: the raw market database, a licensed valuation engine you run on your own infrastructure, or bespoke quantitative analysis projects. No published pricing — every agreement is scoped to the volume and coverage you need.
Overview
What sits behind these products — what the engine measures, how it is evaluated after every retraining, and which limits we know about — is documented in Methodology & metrics.
Product 01 · ARST Market Data
The used-vehicle market databaseacross 13 European countries.
Active stock, price movements, and a normalized canonical catalog, with prices in EUR and local currency, updated across the 13 European markets we cover.
What it includes
Active stock per country, movement history (price drops, time on market, sale events), prices normalized in EUR and local currency, a canonical brand/model/trim catalog, and new-vehicle price by trim.
Coverage and packaging
By individual country, by regional packs, or the full set of 13 EU markets. A snapshot frozen at a given date, or a subscription with weekly updates.
Delivery format
CSV or Parquet export, bulk API access, or scheduled SFTP delivery — depending on the volume and cadence you need.
Use cases
Dealer pricing, residual-value calculation for banking, leasing and renting, market research, and training your own valuation models.
Sales contact
Request information
Tell us which countries, format, and cadence you need. We reply with scope and next steps within 24h.
Product 02 · ARST Valuation Engine
The valuation engine,licensed to run on your infrastructure.
The same engine that runs our platform — hierarchical ML anchored to new-vehicle price with per-market calibrations — deployed and adapted inside your own infrastructure.
What it includes
Hierarchical ML valuation engine (L2/L3/L4 levels depending on available data depth), anchoring to new-vehicle price by trim, and market-specific calibrations.
License scope
A single country or zone, or multi-country coverage across the markets you need.
Deployment mode
A container served and operated by us, or source code and trained models delivered for you to operate. A version frozen at delivery, or with scheduled periodic retrainings.
Transparency
Every delivery includes model cards with per-country accuracy metrics, so you can audit the engine before putting it into production.
Sales contact
Request information
Tell us about your infrastructure and the markets you want to cover. We send technical scope and next steps within 24h.
Product 03 · ARST Quant Services
Bespoke statistics and modelsfor automotive finance.
Bespoke quantitative analysis for the automotive-finance sector: portfolios, risk, and scoring, built on top of our market database.
What it includes
Portfolio residual-value curves, provisioning and stress-testing models, purchase scoring, and bespoke market indices, integrating your own data when applicable.
Project format
A fixed-scope project with deliverables defined upfront, or a day bank for ongoing work as demand requires.
Validation
Every deliverable includes backtest validation against real historical data — not just the model, but the evidence that it works.
Who it is for
Insurers, banks, leasing and renting companies, and any finance team that needs defensible automotive market statistics.
Sales contact
Request information
Tell us the specific problem you want to solve. We reply with scope and next steps within 24h.