Halvex is the authentication intelligence layer for the classic and collector car market — combining AI-driven VIN history tracing, photographic condition assessment, provenance documentation, and market valuation modelling.
Authentication today relies on individual experts, marque specialists, and fragmented club registries. There is no universal, scalable layer that can assess a vehicle's provenance objectively at transaction speed.
Clone cars, VIN swaps, and mis-stamped chassis are endemic. A convincingly presented Ferrari clone can transact at $2M+ before any discrepancy surfaces — often in a different jurisdiction entirely.
Ownership history is scattered across auction catalogues, rally registration books, private correspondence, and manufacturer archives in multiple countries and languages. No one aggregates it systematically.
Halvex operates as an intelligence platform — not an appraisal service. We build a structured, computable record of each vehicle's identity: where it was built, every hand it has passed through, every significant event in its life, and what the market should rationally price it at.
Our AI models are trained on auction outcomes, factory build data, condition photographs, and provenance documentation going back to 1945.
"The difference between a $400K car and a $2M car is rarely the metal. It's the paper trail — and its verifiability."
Deep cross-referencing of chassis, engine, and body numbers against manufacturer archives, club registries, DVLA/DMV databases, and historical auction records across 14 jurisdictions.
Computer vision trained on 200,000+ collector car images evaluates panel gaps, paint originality, casting marks, interior wear patterns, and period-correct components from submitted photography.
Structured aggregation of ownership history, competition entries, restoration invoices, factory correspondence, and press appearances into a single, tamper-evident digital dossier.
Regression models built on 60,000+ auction results deliver defensible fair-market estimates adjusted for provenance quality, condition grade, market cycle, and comparable sales velocity.
Owner or dealer submits VIN, serial numbers, and a structured photography package via the Halvex portal.
Automated sweep of 14 historical databases, manufacturer archives, and global auction records.
Computer vision assessment of submitted photographs against model-specific reference libraries.
Human-verified aggregation of ownership chain, competition history, and documentation into a structured dossier.
A blockchain-anchored authentication certificate with confidence score, condition grade, and market valuation range.
The collector car market transacts over $26 billion annually at auction alone, with an equal volume in private treaty — none of it with a standardised authentication layer.
Cars with documented, verifiable provenance consistently realise a 15–30% premium at major auction houses vs. comparable unverified examples.
Industry estimates suggest a significant proportion of the most valuable collector cars carry provenance gaps, inconsistencies, or outright misrepresentation.
The market currently relies on a cottage industry of individual marque experts, auction house specialists, and marque clubs. This is slow, expensive, non-scalable, and subject to conflicts of interest.
Halvex is the first attempt to build a systematic, AI-augmented authentication layer that can operate at market scale — applicable across marques, borders, and transaction types.
"The classic car market is a trust economy masquerading as a financial one. We're building the infrastructure to make trust computable."
Saloni Rakholiya founded Halvex after observing first-hand how fragmented and opaque the authentication process was for high-value collector vehicles. With a background spanning automotive history, data engineering, and market intelligence, she identified that the gap wasn't expertise — it was infrastructure.
The insight at the core of Halvex: every fraud in this market is ultimately an information asymmetry problem. The seller knows something the buyer doesn't. Halvex closes that gap systematically — not car by car with human specialists, but at scale with a computable, defensible authentication record for every significant vehicle.
Request early access — we're onboarding dealers, auction houses, and private collectors.