Products

Operating System

LegalFab The Three Layer Agentic Operating System

AI Native Knowledge Fabric

LegalFab’s Knowledge Fabric is a property‑graph intelligence layer that unifies all firm data—clients, matters, documents, people, and systems—without moving or duplicating it. It preserves natural relationships across DMS, PMS, CRM, and OSINT sources, enabling multi‑hop reasoning, entity resolution, and deep contextual enrichment. Every request is routed through a single governance layer that enforces permissions, ethical walls, and full data lineage. This creates a secure, unified data foundation for advanced analytics and AI‑driven decision‑making.

Agentic Studio and Workflow Orchestration

A no-code creation environment that allows domain experts to transform institutional knowledge into production-ready digital assets.

While users can describe a workflow in plain English to deploy autonomous agents for business related or practice-specific tasks, LegalFab orchestrates complex legal and business processes using Directed Acyclic Graph (DAG)-based agentic workflows. LegalFab supports agentic flow, chains of agents, and deterministic processes with "man-in-the-middle" oversight, moving past simple "chat with document" tools to create complex pipelines, widgets, and utilities. The studio allows for complex reasoning and secure integration with existing legal toolsets.

Unlike black-box agents, every step is traceable, explainable, and auditable, ensuring regulatory-grade reliability. The platform enables automation of processes such as onboarding, pricing, resource allocation, document analysis, and risk flagging by combining natural-language understanding with structured, rule-bound execution. This delivers powerful, AI-enhanced automation that remains fully governed and defensible.

Agentic Studio and Workflow Orchestration

Agentic Utilities

Purpose built agentic utilities, developed by domain experts to address specific challenges and business requirements within the legal industry. Example utilities include Risk and Compliance and Business Development and Market Intelligence.

These "Utility-First" standalone modules automate end-to-end journeys are designed to meet firms exactly where they are in their digital maturity. They offer immediate remedies for firms heavily invested in legacy infrastructure or those seeking a lowercost entry point. They serve as the foundation for naturally evolving the relationship into a deep-seated partnership as firms graduate to the full LegalFab.ai platform over time.

KNOWLEDGE FABRIC

AI-Native Knowledge Fabric

A Graph-Based Intelligence Layer

LegalFab models firm data as relationships, not rows in tables.

Automatically

Resolves entities across systems

Discovers hidden relationships

Preserves data lineage

Enriches context through graph traversal

Enforces security and ethical walls

What this enables

Instant visibility
into related matters

Expertise
discovery

Cross-practice intelligence

Precedent identification

Client profitability insights

The Knowledge Fabric centralizes governance while leaving data in place.

AGENTIC STUDIO

Agentic Studio & User Experience

Visual configuration tools

Build workflows via visual interface

Configure AI
agents safely

Deploy virtual
domain experts

Search and visualise firm knowledge

Designed for:

Innovation teams

Knowledge management

IT leadership

Practice heads

AI Workflow

Agentic AI Workflow Orchestration

Structured, Explainable AI — Not Black Box Agents

LegalFab uses Directed Acyclic Graph (DAG)-based orchestration.

Each workflow

Breaks into
traceable tasks

Logs every action

Remains auditable

Operates within structured guardrails

Supports Full CRUD Operations

Create. Read. Update. Delete.
Real-time interaction with operational systems.

Business development and market intelligence

Pitch and proposal development

Client and matter onboarding – perpetual conflict and KYC checking

Matter pricing

Matter management

Document analysis

Resource management

Post-matter reviews and analysis

Client and Matter Lifecycle, secure, explainable, and enterprise ready.

Integration Architecture

MCP-First Universal Integration

The USB-C Standard for AI

LegalFab uses a Model Context Protocol (MCP)-first architecture to provide a standardised, structured interface for interacting with AI models and firm systems. MCP ensures that data remains in its original business systems while becoming instantly and securely accessible through the Knowledge Fabric, eliminating brittle point-to-point integrations. This creates a consistent, governed pathway for AI-driven tasks, ensuring interoperability, predictable behaviour, and long-term architectural stability without exposing firms to vendor lock-in.

This means: