AI workflows

Agents in chambers.

A planner, a researcher, a writer, a verifier, and a human reviewer. Bounded scope. Logged actions. Predictable outcomes.

Workflow · 01

Draft a motion to compel.

From the docket entry to a partner-ready first draft, with every citation independently checked.

Step 1
Read the matter

Planner ingests pleadings, prior orders, and the disputed discovery requests.

Step 2
Outline

Issue list and section outline, with proposed authority per argument.

Step 3
Draft

Writer renders in firm voice and chosen style guide. Bluebook formatted.

Step 4
Verify

Independent verifier checks every cite, quote, and claim against the source.

Step 5
Partner review

You redline. Litigo files the audit record alongside the draft.

Workflow · 02

Digest a 400-page deposition.

$ litigo run depo.summary --transcript ./smith-depo.pdf --witness "Smith, J." \
                          --matter HARTWELL-v-CARDIN

[ 00:00:02 ] planner       → 412 pages ingested · 1,184 Q&A turns parsed
[ 00:00:14 ] extractor     → 38 admissions · 12 contradictions · 7 follow-ups
[ 00:00:21 ] writer        → summary.md (3,402 words) · timeline.md · prep.md
[ 00:00:24 ] verifier      → 47/47 citations match transcript line numbers
[ 00:00:25 ] ✓ ready for review · runtime 25.1s · cost 412 credits
Workflow · 03

Predict the outcome before the partner does.

Litigo's outcome model is trained on millions of state and federal dockets — case posture, judge tendencies, motion timing, prior holdings. It returns a calibrated probability band, not a single number, and shows you the comparable matters it leaned on.

Motion to dismiss — granted?
61 – 74%

Modeled on 1,408 comparable matters before Judge Whitfield, S.D.N.Y., 2014–present.


calibrated 92.4%n=1,408
Library

Workflow templates, shipped.

Motion drafting

Compel · dismiss · summary judgment · in limine · sanctions.

Discovery

Requests, responses, privilege review, hot-doc surfacing.

Depositions

Summary, contradiction map, prep pack, exhibit list.

Research memos

Issue spotting → controlling authority → memo, with cites verified.

Case strategy

Posture analysis, settlement bands, motion sequencing.

Client updates

Plain-English matter status, auto-drafted, partner-approved.