Barkr

Barkr — Proprietary hard-asset valuation corpus: a continuously harvested library of secondary-market resale transactions and listings across illiquid collateral classes (GPUs/accelerators and AI infrastructure, construction and industrial equipment, fleet, medical and specialty hardware), joined to Barkr's own valuation outputs, methodology features and expert-reviewed guaranteed valuations — effectively a depreciating-collateral price/残值 (residual-value) time series with lender-facing labels.. Seed/Series-A specialist (~9 employees, ~$3.5M raised, Miami): small operator, but data asset is a…

Barkr offers (Alternative, Price, Fundamental, Reference) — est. low millions of resale transaction/listing records across multiple asset classes, plus a valuation-output library in the tens of thousands of completed appraisals — no count is published; 'huge volumes of market data' and 'Large Resale Datasets across a wide range of assets' are the only characterizations given..

Training/fine-tuning asset depreciation and residual-value forecasting models; GPU and AI-infrastructure collateral risk models for asset-backed lenders; LLM RLHF/correction-pair data for financial valuation tasks (model estimate vs. expert-reviewed guaranteed value); benchmark construction for automated appraiser models against comparable-transaction ground truth; monitoring secondhand GPU/accelerator price discovery as an alternative signal on AI capex cycles and compute oversupply.

The data is with 4 years of history.

Coverage spans US; Financial Exchanges & Data, Semiconductors; alternative, price, fundamental, reference; fixed_income, equities.