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EST. 2024 — AI-NATIVE LAW FIRM

LegalIntelligenceEnsemble

Multi-model AI ensembling for real-time legal insights. We are redesigning legal services from first principles.

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AI-native workflows — Real-time answers — No gatekeepers — $900 vs $10,000 — Verified data moat — AI-native workflows — Real-time answers — No gatekeepers — $900 vs $10,000 — Verified data moat —

The Problem

BROKEN WORKFLOWS

Static & Slow

  • • Static documents and email make lawyers gatekeepers to client data
  • • Slow, expensive, and opaque workflows for repeatable questions
  • • Clients expect self-serve access and real-time answers
Legal workflow problem
Market timing
MARKET & TIMING

Perfect Moment

  • • ~$1T legal services market vs. ~$40B legal tech spend → convergence
  • • Generative AI reading comprehension now strong enough
  • • ABS regimes unlock outside investment for AI-native firms

Our Solution

Start from the premise that AI exists and redesign the firm from first principles.

STEP 01

Multi-Model Ensembling

Reading and extraction on ~100 canonical questions across multiple AI models

STEP 02

Smart Escalation

Unanimous model answers → quick verify; disagreement → lawyer review

STEP 03

Verified Persistence

Store verified answers with source snippets and full provenance

STEP 04

Client Portal

Real-time, self-serve insights with search, analytics, and dashboards

Product
Experience

HOW IT WORKS

1. Ingest & anonymize documents
2. Ask multiple models the same question set
3. Models agree → near-certain, fast verify
4. Models disagree → escalate to SME lawyer
5. Store answer + excerpt + citation; expose in portal

SECURITY

Enterprise LLM endpoints with zero data retention
Document anonymization prior to processing
Audit logs, DPAs, access controls

ECONOMICS

Compute cost: ~$50 per agreement
Client price: ~$900 vs. $10,000 at big law
Time-to-first-answer: minutes

Traction

VALIDATION

50+

Clients using the platform in private-markets workflows with higher accuracy vs. manual review

GO-TO-MARKET

Seed → Series A

ICP: Startups at Seed Stage and Series A deals via founder-led sales and GC/CFO networks

THE ASK

$6M

Seed Round for budgeted POCs and intros to Founders/GPs peers

Ensemble

hello@ensemble.law

ensemble.law

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