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Fig. 03 | LEGAL & COMPLIANCE

Find similar cases that share no keywords

A second brain for the firm — matter knowledge that doesn't walk out the door.

Pensiv connects the dots across courts and decades, ranks precedent by weight, and shows its work. It flags conflicts and keeps a full audit trail. The judgment a senior partner built stays with the firm.

Built for litigation partners, associates, legal-operations leads, and discovery teams.

Find similar cases that share no keywords — animated intelligence loop
What your team brings

The sources legal teams already work in

Matter documents & filings

  • Complaints, motions, briefs
  • Court opinions
  • Settlement agreements
  • Contracts and amendments

Communications & memos

  • Strategy memos
  • Research notes
  • Deposition transcripts
  • Practice-group insights

Precedent & external research

  • Case law and appeals
  • SEC and DOJ filings
  • Agency rulings
  • Treatises and secondary sources
Two ways matter knowledge gets lost

When the lesson lives in one head — or one practice group

01
Silent mentorship

The motion that won the same fight last year

The senior partner who beat this exact motion to dismiss three years ago has left the firm. The associate now drafting the response has no idea the playbook ever existed.

The associate asks Pensiv. The winning brief, the other side's tactics, and the judge's reasoning all come back — with the partner's notes intact.

Observed across partner transitions · lateral hires · matter handoffs
02
Cross-practice bridge

Same skeleton, three vocabularies

Securities calls it "control person liability." Employment calls it "respondeat superior." Antitrust calls it "horizontal coordination." The same pattern between parties, three sets of words, rarely linked.

Pensiv finds similar cases no matter the practice area. It surfaces precedent across your firm's walled-off knowledge, not just your own group's.

Litigation · M&A · Reg · IP · Employment
Compliance

Each matter kept apart. Aware of ABA Opinion 477R — the bar's AI confidentiality guidance. An FRCP 26 write trail nothing can quietly change — that's the U.S. court rule for discovery. A source trail on every result. SOC 2 and ISO 27001 in progress.

What your team's knowledge builds

Find similar cases that share no keywords

The facts on the surface differ. The deep structure matches. A contract dispute, an employment case, a securities case — all can share the same pattern between parties, duties, and breaches. Pensiv matches by shape, not by words.

A defensible reasoning trail, not just a citation list

When the other side — or a sanctions motion — asks how the brief reached its conclusion, the trail walks back. From the final argument, to the precedents behind it, to the search that found them, to the original matter documents. The audit trail isn't bolted on. It's how the system is built. The harder a position has to defend itself, the more that matters.

"Which argument patterns have won in this circuit on similar facts?"
What Pensiv returns4 similar cases (2019-2024, 2nd Circuit). Winning path: show duty, then breach, then cause, then damages — with weight on what was foreseeable. Judge Katzmann wrote 3 of the 4 opinions. The other side stalled with delay tactics in 2 of 4, and lost both.
Compliance & safeguards

Built for the duties of legal practice

Attorney-client privilege

Each matter is kept apart, and each action ties back to a user. Privileged notes stay inside their matter, with no bleed into another.

ABA Opinion 477R

ABA Opinion 477R is the bar's AI confidentiality guidance. Supervisors can see every read, every result, and every draft the AI touched.

eDiscovery readiness

eDiscovery is the duty to produce digital records in a lawsuit. We meet FRCP 26, the U.S. court rule for it. The write trail can't be quietly changed, and every result cites its source.

SOC 2 / ISO 27001

These are common security audits. There's an option to run on your own computers for matters under a protective or attorney-eyes-only order.

Ready to find precedent no keyword search can?

Match precedent by shape. Build precedent maps across courts. Get full audit trails. It works with the discovery tools you already use.

See the payback math →