Built for AmLaw 50 Defense

Don’t bring a chatbot
to a $50M trial.

Causel is the Agentic Operating System for complex commercial litigation. Deterministic provenance. Contrastive contradiction detection. Compounding judicial intelligence.

Read the Architecture Paper

Generalist AI summarizes. Litigators need to cross-examine.

We abandoned standard RAG and probabilistic generation to build deterministic tools that find contradictions, prove spoliation, and win cases.

Impeachment Engine

Standard RAG finds documents that agree. Causel uses Cross-Encoder NLI to automatically surface hidden contradictions in the evidentiary record.

Spoliation Radar

Run isolation forests across multi-channel metadata to automatically flag unnatural communication gaps and draft Rule 37(e) motions.

Adversarial IDE

An Actor-Critic word processor. As associates draft motions, Causel's red-team agent actively attacks the draft using opposing facts and case law.

Architecture First

Not a tool.
An operating system.

The Fact Graph

Firm-wide intelligence

A portfolio view of every active matter, with cross-matter triage and pass-through compute billing.

Ironclad ethical walls

Deterministic role-based access control to enforce conflict screens across every matter and custodian.

Multi-channel ingestion

Unify email, Slack, and Teams into a single bipartite communication graph in hours, not weeks.

Defensible by architecture.

Pillar 01

Deterministic provenance.

Causel doesn't just generate text. It binds every extracted entity and claim to a geometric coordinate matrix. Click any generated fact, and see the exact Bates-stamped PDF bounding box. Zero hallucinations.

Temporal Knowledge Graph
Pillar 02

Compounding judge vectors.

We pre-load Bayesian priors based on a judge's last 10 years of rulings. As your firm litigates, Causel isolates procedural noise to update the judge's doctrinal vector in real time, automatically optimizing your briefs.

Hierarchical Bayesian ML

“We were paying millions for eDiscovery tools built in 2010, and generic AI tools that couldn’t cite their sources. Causel is the first platform that understands the actual adversarial physics of defense litigation.”

Managing Partner
Tier-1 AmLaw 50 Defense Firm

Own the war room.

Stop drafting summaries. Start surfacing contradictions, managing ethical walls, and generating court-ready privilege logs deterministically.