LITAIGATE · FOR LEGAL, INTELLIGENCE AND OVERSIGHT MISSIONS

A wide body of evidence, tested against competing hypotheses, continuously.

Investigations rise or fall on how well a team absorbs a growing record and keeps its conclusions honest as that record changes. LitAIGate brings an entire case corpus under one roof, surfaces what matters, tests every hypothesis against everything collected so far and produces reports in which each judgment traces to the page, line or second that supports it. It runs inside your own environment, including fully disconnected networks, and every action it takes is recorded for audit.

Request a briefing How a theory is tested

Your evidence

Each case stays in its own isolated namespace, searchable to the last instance, and every citation opens to the page, the log line or the second of a recording.

Your hypotheses

Structured analytic technique built into the workflow. Records outweigh testimony, testimony outweighs assertion and corroboration raises weight.

Your products

Intelligence reports, findings, referrals and subpoenas from templates that enforce required content before anything is released.

FROM EVIDENCE TO REPORT

Discovery over time, not a one-time scan

New evidence is read on its own terms before it is aligned to any theory, so discovery is never shaped by what the team expected to find. Only what changed is re-evaluated. Theories strengthen or erode, the platform proposes new hypotheses from the data and investigators can pause, correct or prune a run at any point. Every step of the agentic chain is visible as it runs and preserved for audit.

People, recordings and video, reviewed at reading speed

Named entities
A person named in a report, copied on an email and heard on a recording is one entity with aliases, a mention timeline and a credibility ledger that records how their statements hold up.

Recordings
Audio opens on a timestamped summary with the transcript one level deeper. Significant moments are flagged, annotated and promoted to findings.

Video
Multiple camera feeds align on the same moment so two angles corroborate each other, and a flagged second becomes a cited finding.

Signals
Indicators are flagged against NIST CSF, MITRE ATT&CK, the Cyber Kill Chain and the Diamond Model, then carried into the theories they support or contradict.

Find related cases without sharing a word of them

Cases remain isolated. When patterns recur, anonymized behavioral elements can be aligned across cases without exposing their contents, and pertinent evidence can be shared as a point-in-time snapshot approved by both owners rather than an open door into the whole case.

Secure by design

Built for the audit, not just the demo. Air-gapped with locally hosted, approved models. Access enforced at the service bus. Research gated by token and attempt budgets. Telemetry on time saved and every agentic step.

Runs fully air-gapped
Local models and local tools approved by the platform, with no outbound dependency. Cloud providers are an option, never a requirement.

Hard case isolation
Chunks, embeddings, indexes and pipeline artifacts live in a per-case namespace locked by database grants. Sealing a case seals every document derived from it.

Compartmentalized access
Grants go to groups, module by module. A person granted one area sees only that area, and any attempt to reach another is refused at the service bus and logged.

Single-use parsers
Every file is parsed in an ephemeral worker with no outbound network, destroyed after one job, under a strict contract on what it may return.

Controls modeled on NIST SP 800-53
A two-tier audit log records every action including denied access. Dismissals, overrides and set-asides are events. Nothing is hard-deleted.

Deployed in your environment
AWS, Google Cloud, Azure, on-premises hardware or a disconnected enclave. Your identity provider, your model endpoints. No vendor ever holds a copy of your evidence.