Litigation chronology readiness

Turn case documents into a source-linked chronology ready for attorney review.

Chronologix extracts dated candidate events from litigation documents, preserves document and page provenance, identifies document perspective, and surfaces review signals such as low-confidence entries, likely artifacts, corroborated dates, and possible inconsistencies before attorney review.

Currently tested on public CourtListener / RECAP case documents. No private firm data required for the demo.
Who it's for

Built around how litigation teams review case facts.

For paralegals

Stop retyping bookmarked facts into chronology tables. Keep events, source pages, and review notes together in one structured draft you can hand off cleanly.

For attorneys

Review the case story faster. Every candidate event links back to the document and page that supports it, so you can verify a fact in seconds instead of digging.

How it works

A source-linked workflow from documents to reviewable chronology events.

Chronologix keeps each candidate event tied to the source document, page, and original text so reviewers can verify before relying on it.

1Step 01
Add case documents
Load a public case packet or litigation PDF set into a structured workspace.
documents → case packet
2Step 02
Extract candidate events
Chronologix identifies dated event candidates that may belong in a case chronology.
documents → candidate events
3Step 03
Preserve provenance
Each event keeps its source document, page number, document role, perspective, and original text.
event → source · page · quote
4Step 04
Surface review signals
Grouped events highlight low-confidence entries, likely artifacts, corroborated dates, single-perspective dates, and possible inconsistencies.
review groups → human verification

Current demo is an early review-oriented prototype. It surfaces candidate review signals, not legal conclusions.

Sample output

Source-linked chronology review groups.

Below is a demo review view from the Gipson public case packet. Candidate events are grouped into review groups and labeled as corroborated, single-perspective, low-confidence, likely artifact, or possible conflict. Select a group to inspect the original event sentences, source document, page number, and perspective behind the review signal.

4 of 27 review groups
Flagged review groups Review groups · 4 of 27 shown

Review groups are cautious signals, not legal conclusions. A reviewer should inspect the linked source pages before relying on any grouping.

Scope & guardrails

Built for review, not legal judgment.

Chronologix treats chronology entries as reviewable case facts, not just dates on a timeline. Each candidate event keeps the source document, page number, perspective, original text, and review signal so litigation teams can verify the record before relying on it.

source & page perspective original quote review signal
Does not make legal conclusions
Every flag is a candidate signal for human review, never a legal determination.
Does not replace attorney review
The output is a structured starting point for the team that knows the matter.
Does not require private client data for the demo
The current MVP runs on one public CourtListener / RECAP case.
Does not act as a document management system
It produces structured, exportable chronology data that can fit alongside existing tools.
Roadmap

What we're validating next.

We're collecting early feedback from litigation reviewers to refine the parts that matter most before expanding beyond the public-case demo.

Chronology review signals
Surface low-support, conflicting, duplicate, or potentially incomplete events for human review.
Same-event grouping
Cluster candidate events that appear to describe the same fact across documents.
Review-ready chronology
Generate attorney-reviewable chronology outputs with source citations, page references, and review metadata.

Later: client chronology comparison, dense timeline handling, bookmark / highlight extraction, and deeper conflict grouping.

Review a sample public-case chronology.

We're collecting feedback from litigation professionals to validate Chronologix on real chronology workflows. A walkthrough takes about 20 minutes.