AI for law firms, in-house counsel, and contracting.
As of AI-first companies · incl. early-stage · May 2026·Re-reviewed monthly·methodology
ThesisValue is bifurcating to L5 Domain Execution at the top (Harvey, Legora) and L1 Data underneath (outcome data + proprietary corpora). At the early stage, L5a is already crowded, differentiation must come from a vertical data moat, not the workflow. The fundable open layers are L3a Compliance & Export Controls, L1d / L8e litigation-outcome data, and the AI-native firm model.
1 · L8d Institutional Knowledge, the unclaimed crown.
Turn execution exhaust into structured, queryable memory. Everyone aspires; nobody owns it.
2 · L1d / L8e litigation-outcome data.
Theo Ai & Darrow are nearly alone in owning hard-to-copy case-outcome data. Outcome data beyond personal injury is wide open.
3 · L3a Compliance & Export Controls.
Norm Ai, Delve, Greenlite are early and few, an upstream, recurring, Bloomberg-shaped layer.
4 · The AI-native firm (Crosby, Garfield, LegalOS).
Doesn't sell software, replaces the firm. Captures full margin + outcome data. Highest variance.
† Pincites → acquired by Filevine (Dec 2025); Robin AI → distressed sale to Microsoft (Mar 2026). Funding from primary announcements + TechCrunch, Bloomberg, LawNext/LawSites, Artificial Lawyer, Sifted, Crunchbase. Valuations point-in-time (2025-26).
Supply Chain of Intelligence™, Vertical Market Map
Legal AI, Supply Chain of Intelligence Map
Value is bifurcating to L5 Domain Execution at the top (Harvey, Legora) and L1 Data underneath (outcome data + proprietary corpora). At the early stage, L5a is already crowded, differentiation must come from a vertical data moat, not the workflow. The fundable open layers are L3a Compliance & Export Controls, L1d / L8e litigation-outcome data, and the AI-native firm model.
By Anand Arivukkarasu
supplychainofai.com
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· B ·
· C ·
· D ·
· E ·
L8
Memory
L8A
Session & Short-Term Memory
Framework / infra feature
L8B
User & Entity Profiles
Absorbed into L5 platforms
L8C
Aggregated Network Learning
⌁ Network-effect whitespace
L8D⌁ OPEN
Institutional Knowledge
L8E⌁ OPEN
Learned World Models
L7
Surface
L7A
Conversational
Commoditized by ChatGPT et al.
L7B
Visual Interfaces & Media
Horizontal media tools
L7C
Embedded & Embodied AI
L7D
Transaction Surface
⌁ Transaction surface, held by DocuSign/Ironclad; AI-native version unbuilt
L7E
Async & Ambient Surfaces
⌁ Emerging ambient surface
L6
Orchestration
L6A
Agent Loops
L6B
Human-in-the-Loop
L6C
Role Routing & Task Decomposition
L6D
Context & State Management
Built into L5 platforms
L6E
Runtime Assurance & Learning Loops
Built into L5 platforms
L5
Execution
L5A
Domain Execution & Tool Use
L5B
Decision Frameworks & Reasoning Scaffolds
L5C
Retrieval-Augmented Workflows
L5D
Operating Playbooks
⌁ Firm-specific playbooks, under-built
L5E
Interaction Skills & Actuation
Feature inside L5a/L7c products
L4
Access
L4A
API & Integration Layer
Horizontal integration infra
L4B
Agent Interface Protocols
Cross-industry protocol (emerging)
L4C
Access Governance & Agent Commerce
Platform feature
L4D
Real-Time Interaction Infrastructure
Horizontal infra
L4E
Agent Identity & Provenance
⌁ Agent identity / provenance, open
L3
Gates
L3A⌁ OPEN
Compliance & Export Controls
L3B
Quality Gates
L3C
Safety, Security & Provenance
L3D
Editorial Gates
Platform feature
L3E
Distribution Gates
Platform feature
L2
Models
L2A
Foundation & Multimodal Models
Foundation labs (OpenAI / Anthropic / Google)
L2B
Specialized & Fine-Tuned Models
L2C
Embedding & Retrieval
Horizontal infra
L2D
Model Routing & Composition
Horizontal / infra
L2E
Reasoning & World Models
Foundation labs
L1
Data
L1A
Public & Open Data
L1B
Proprietary Data
L1C
Behavioral & Sensor Data
⌁ Legal behavioral data, under-exploited
L1D⌁ OPEN
Outcome Data
L1E
Synthetic & Simulation Data
⌁ Synthetic legal data, emerging
How to read: Each logo = one AI-native company placed on the layer it primarily owns. Gold ring = open whitespace. Shaded cell = absorbed feature or horizontal-owned.AI-first companies · incl. early-stage · May 2026