Skip to main content
PRISM
Skip to upload

Upload. Ask. Verify.

Transform any PDF into an intelligent knowledge base with forensic citation accuracy

Average Confidence
95%

AI self-validates every answer

Response Time
<30s

Complete multi-pass answer

Source Verified
100%

Click to exact paragraph

Trusted by legal teams, compliance officers, and researchers

  • Hybrid Search (Vector + BM25)
  • Multi-Pass Validation
  • Self-Improving AI

How PRISM works

A four-stage pipeline that transforms a static PDF into a queryable knowledge base with enterprise-grade citation accuracy.

  1. Adaptive Chunking

    Adaptive Ingestion

    Your PDF is parsed and split into intelligent chunks using document structure — not arbitrary character counts. Legal clauses, technical sections, and narrative paragraphs are preserved as coherent units.

  2. Vector + BM25 + RRF

    Hybrid Search

    Every query fires two retrieval engines simultaneously. Vector search finds semantically similar content across the entire document. BM25 keyword search finds exact terminology matches. Results are fused using Reciprocal Rank Fusion.

  3. Self-Critique AI

    Multi-Pass Reasoning

    Retrieved passages are re-ranked by a second AI pass before the answer is generated. The system drafts an answer, then a critic model validates it against the source material, catching hallucinations before they reach you.

  4. Forensic Citations

    Verified Answer

    Every answer arrives with a confidence score and pinned citations. Each citation is a clickable link that scrolls the PDF viewer to the exact paragraph the AI used. Zero ambiguity about where the answer came from.