Customer Stories

StyleVault's text-based product search was failing customers who wanted to find items by visual similarity. Shoppers would screenshot outfits from social media but had no way to tr...

With 120,000 new product listings per day, TrustBazaar's manual moderation team could only review 15% of submissions. Counterfeit products, misleading images, and policy-violating ...

MediaStream's recommendation engine relied solely on viewing history and genre tags, missing the rich visual and thematic signals embedded in content itself. Subscribers reported t...

Journalists needed to find archival footage to contextualize breaking stories, but the existing keyword search over manually tagged clips returned relevant results for only 35% of ...

Brand safety violations were costing ShieldAd's clients an average of $1.2M per quarter in wasted spend and reputational damage. Their rule-based system only analyzed page text, mi...

AdLens was manually tagging creative assets to correlate visual elements with campaign performance. Their team of 12 analysts could process only 2,000 creatives per week, while cli...

Radiologists needed to compare current scans against historical cases with similar presentations, but the existing PACS system only supported DICOM metadata search. Finding a compa...

Clinical documents arrive in wildly inconsistent formats: scanned PDFs, faxed images, handwritten notes, dictated audio, and structured EHR exports. CareDoc's existing OCR pipeline...

FinGuard's commercial lending division processes 14,000 loan applications per month, each requiring analysis of 30-80 pages of financial documents: tax returns, bank statements, fi...

Sophisticated fraud rings were submitting doctored identity documents that passed PayShield's existing OCR-plus-rules system. Synthetic IDs combining real and fabricated data evade...

A high-profile antitrust matter required reviewing 4.2 million documents spanning emails, contracts, presentations, scanned exhibits, and video depositions. The firm's existing eDi...

ClauseAI's NLP-based contract analysis engine worked well on born-digital documents but failed on 40% of incoming contracts that arrived as scanned PDFs, photographed pages, or leg...

MeadowCare's MDS coordinators were spending 3-4 hours per assessment manually abstracting charts from the EHR, scanned paper records, wound photographs, and therapy notes. Clinical...