LineCite

Methodology & Rigor

Engineered for
Evidentiary Integrity

LineCite replaces probabilistic approximation with a deterministic pipeline. Identical inputs yield identical outputs—every time.

Evidence Provenance

In high-stakes litigation, an unanchored summary is a liability. Every extracted medical event in LineCite is permanently linked to its source page coordinates. This allows attorneys to verify the evidence in seconds, not hours.

Citation Integrity

Our pipeline enforces citation validity at every step. If a fact cannot be definitively mapped to a source snippet, it is rejected by the extraction engine. We prioritize accuracy over completeness to ensure court-room admissibility.

Deterministic Outputs

Unlike generic AI tools, LineCite is deterministic. This means that if you process the same medical packet twice, you get the exact same chronology. No narrative drift. No hallucinated events. No "vibes."

Evidentiary Standards

  • Admissibility Ready

    Page-anchored citations ensure compliance with evidentiary rules.

  • Consistency Guarantee

    No narrative drift between different exports of the same evidence graph.

  • Audit Trail

    Full audit log of any modifications made in Audit Mode.

Questions about our pipeline?

Talk to Engineering