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AutoTrace

A scalable, Carfax-style vehicle history product focused on trusted data ingestion, verification, and monetization pathways.

AutoTrace screenshot

Architecture Highlights

System architecture

  • Batch + streaming ingestion with validation pipelines.
  • Verification layer for provenance scoring and dispute workflows.
  • Monetization-ready API gateway for partners.

Problem → Solution

Clear outcomes with a compliance mindset.

Buyers in emerging markets lack transparent, verified vehicle history data.

A data ingestion and verification platform with a paid access model for dealers, lenders, and marketplaces.

Features

  • Vehicle history summaries with ownership, insurance, and service events.
  • Verification roadmap with partner integrations.
  • Tiered access for consumers and enterprise partners.

Tech

Spring BootKafkaPostgreSQLReactGCP services

Impact

  • Established a roadmap for trusted data and partner growth.
  • Designed for scale with cost-aware storage strategies.

Screenshots

Screenshots will be added after product updates.