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LotCount — A triple-source VIN-level physical inventory reconciliation: staff photograph every VIN on every dealer lot with smartphones (no tags or hardware), and the system matches each captured VIN against the dealership's DMS stock records and against the floorplan funder's own statements, classifying every unit as matched, discrepancy or missing, with timestamped photo evidence attached. Reports are produced within 48 hours and are accepted by funders as audit evidence. Deployed across European dealer groups, including a 37-site group.. Very small firm holding a very high-integrity asset:…
Datasets
1A triple-source VIN-level physical inventory reconciliation: staff photograph every VIN on every dealer lot with smartphones (no tags or hardware), and the system matches each captured VIN against the dealership's DMS stock records and against the floorplan funder's own statements, classifying every unit as matched, discrepancy or missing, with timestamped photo evidence attached. Reports are produced within 48 hours and are accepted by funders as audit evidence. Deployed across European dealer groups, including a 37-site group.
From 3 yearsCoverage Financials · Consumer DiscretionaryAsset class Equities · Fixed income
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What buyers ask about LotCount, answered from this page.
What does LotCount do?
LotCount — A triple-source VIN-level physical inventory reconciliation: staff photograph every VIN on every dealer lot with smartphones (no tags or hardware), and the system matches each captured VIN against the dealership's DMS stock records and against the floorplan funder's own statements, classifying every unit as matched, discrepancy or missing, with timestamped photo evidence attached. Reports are produced within 48 hours and are accepted by funders as audit evidence. Deployed across European dealer groups, including a 37-site group.. Very small firm holding a very high-integrity asset:…
What data does LotCount offer?
LotCount offers (Alternative, Supply Chain, Reference) — Not published. Bounded by the mechanics: a 37-site dealer group is cited as a single client, and a full audit photographs every VIN on every lot — with European dealer lots typically holding tens to a few hundred units per site, a single large group audit plausibly captures several thousand VIN photographs and reconciliation records. Volume therefore scales with audit count rather than a standing panel. Request further research on sites audited to date and cumulative VIN captures..
What is LotCount's data used for?
Floorplan credit risk and collateral verification for lenders — detecting sold-not-invoiced and phantom-stock exposure before it becomes a loss; dealer-level fraud and shrinkage scoring from discrepancy rates; automated collateral audit for asset-backed auto-finance portfolios; training VIN/plate OCR and vehicle-condition vision models on real-world smartphone imagery with authoritative ground truth; dealer operational-quality benchmarking across a group's sites; and independent verification of dealer-reported inventory for insurers and absurers.
How is LotCount's data delivered?
The data is with 3 years of history.
What does LotCount cover?
Coverage spans US, UK, Other; Consumer Finance, Automotive Retail; alternative, supply_chain, reference; equities, fixed_income.
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