Case Studies
One production AI system, documented end to end: Lot Lingo, Newbloom AI's own auction workflow platform. The case study details the problem, the solution architecture, and the quantified outcomes.
Lot Lingo: AI-Powered Auction Workflow Platform
Auction houses face a recurring administrative burden every time they prepare an auction: researching items, writing titles and descriptions, categorizing lots, assigning taxability and shippability, organizing photos, and preparing platform-specific exports. For high-volume auction businesses, this work creates a major bottleneck that limits how many auctions can be run and which lower-value items are economically worth listing.
Our AI Experience
2+ years building profitable, production applications with integrated AI capabilities.
Image analysis integrated into business workflows—inventory counts, quality inspection, document capture.
OCR and intelligent extraction turning paper and PDFs into structured, actionable data.
Speech-to-text with domain vocabulary enabling hands-free documentation and reporting.