Solutions

One multimodal media database, self-hosted in your cloud. Find your industry.

E-commerce & Marketplaces

  • You have: a product catalog buyers can't navigate with filters alone.
  • FEVER: natural-language product search over your whole catalog - "green handbag" returns the green handbags.
  • Image search too: shoppers upload a photo, get matching products.
  • See Search & Retrieval or try the live demo.

Insurance & KYC

  • You have: claimants resubmitting the same damage photos (or ID docs) across claims, accounts, and regions.
  • FEVER: duplicate-submission checks with image and video similarity search - the same photo on two customer IDs is flagged at ingest.
  • Cross-account fraud scans run against your own data, in your own cloud.
  • See Fight Fraud & Save Storage Costs.

Digital Asset Management

  • You have: millions of media assets and a metadata schema nobody keeps up.
  • FEVER: mass search across images, video, audio, and documents - no manual tagging required.
  • Seek to exact moments in videos and transcripts, not just whole files.
  • See Search & Retrieval.

AI Companies

  • You have: raw media piling up for training, and no clean way to curate it.
  • FEVER: media dataset curation with natural language and SQL - filter, dedupe, and collate to a tagged dataset, then export NDJSON or Parquet.
  • AI-generated content is scored on ingest, so slop never silently enters your training set.
  • See Curate & Clean Training Data.

Social Platforms & UGC

  • You have: users uploading everything, and a compliance team that can't watch it all.
  • FEVER: scan for non-compliant or illicit content with natural language - without taking custody of it.
  • Score AI-generated content on ingest for better recommendations and feeds.
  • See Reduce Compliance Liability.

Stock Agencies & Archives

  • You have: contributor dupes and the same assets across libraries, costing real storage money.
  • FEVER: near-duplicate detection at scale - cluster duplicates on intake and cut storage costs.
  • Metadata enrichment (OCR, captions, tags) makes old archives searchable again.
  • See Fight Fraud & Save Storage Costs.

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