FEVER Multimodal Database

Turn the messy unstructured enterprise file pile into structured data, no data egress.

  • Your VPC, your data
  • No egress by design
  • AWS Marketplace appliance
  • CPU-friendly, GPU optional
  1. Ingest at Scale

    Backfill or live ingest as many multimedia files as you have, FEVER crushes TB scale data.

  2. Self-Organization

    Every asset is fingerprinted, text extracted, and auto-associated with no manual tagging.

  3. Hybrid Search

    Natural language and similarity search - deployed today, don't DIY when FEVER does it for you!

  4. Curate & Export

    Build training datasets, run media analytics, and export to Parquet in one spot. Train your own AI faster!

~50 img/sCPU indexing
~2500 img/sGPU indexing
0.954 AUCsynthetic-content detection
0 egressdata never leaves your VPC

Measured internally - methodology and details.

Instantly Useful for Your Enterprise and Users

Training Data Curation That's Easy!

By 2026, organizations that operationalize high-quality, diverse training data will achieve AI model accuracy improvements of over 40%, while those relying on uncurated public datasets will fall behind.

Gartner, Top Strategic Technology Trends 2024

without FEVER

with FEVER

Search that Gets It!

Site search converts 4x to 10x higher than browsing, yet most teams never track it separately. Every zero-result search is either a configuration problem or a buying problem.

Athos Commerce, Ecommerce Search Research

without FEVER

with FEVER

without FEVER

with FEVER

Know What You Hold!

Poor data quality costs organizations an average of $12.9 million annually. Beyond the immediate financial impact, it erodes trust in data-driven decision making across the enterprise.

Gartner, Data Quality Market Research

without FEVER

with FEVER

Built by researchers and engineers from

See it on your own media

Run the live demo against our example dataset, or book a call and we can show what's possible on your own data!