Product Development · Client: XBid

Vehicle auction and marketplace platform

An end-to-end vehicle auction and marketplace platform: automatic data extraction from vehicle photos and documents, real-time bidding with automatic agents, structured listing moderation, service appointment verification, and automated proforma generation.

XBid — Vehicle auction and marketplace platform

Most vehicle auction businesses are held together by phone calls, WhatsApp threads, and someone who knows where the spreadsheet is. XBid eliminates all of that. Sellers list vehicles through a guided wizard — the platform reads registration documents and photos automatically, pre-fills the listing, and routes it through a moderation queue before it ever reaches buyers. No more chasing sellers for data. No more listings going live with missing details.

Buyers get a real competitive environment: automatic bidding agents let them set a maximum and a strategy, then step away. The platform bids on their behalf across live auctions and fixed-price listings in real time. When a deal closes, the proforma generates automatically. For added confidence, any vehicle can be submitted for inspection at an authorized service center — so buyers bid on verified information, not seller promises. The result is a marketplace that runs itself, and one that buyers and sellers actually trust.

Gallery

Technologies

React 18TypeScriptNestJSPostgreSQLSocket.ioTailwindCSSRadix UITanStack QueryTensorFlow.jsTypeORM

What we did

System architectureReal-time auction engineAutomatic bidding agentsAI photo detectionVehicle listing workflowModeration and approval systemService appointment managementDocument generationRole-based access controlAPI design and implementationFrontend design and implementationDatabase design