The Intelligence Supply Chain
Building the operating system for structured intelligence — where every data source becomes a production input, every model becomes a reasoning unit, and every task becomes an auditable transaction.
The World's Data Problem
Knowledge work has no production system. Every company sits on vast, unstructured data — yet no infrastructure turns it into reliable, auditable action.
Unstructured Data Everywhere
Contracts, rulings, filings, compliance reports — vast amounts of data sitting unused without infrastructure to turn it into reliable action.
AI Can Generate, But Can't Account
Current AI can generate text, but it can't yet reason, act, or account for its own outputs — creating a trust gap for professional use.
No Production System for Knowledge
Knowledge work lacks the systematic production processes that manufacturing developed — no infrastructure for reliable, auditable intelligence.
The Solution: Intelligence Supply Chain
A new infrastructure layer where structured data, AI reasoning, and fulfillment systems operate like a manufacturing process for knowledge work — creating verifiable, auditable action from raw information.
Data → Guard AI
Crawls and structures global decisions — starting with WIPO, NAF, INDRP — into machine-readable datasets of marks, domains, and reasoning patterns for training and reasoning.
Reasoning → AI Models
Fine-tuned legal and compliance models learn causal logic — predicting outcomes, recommending enforcement strategies, and drafting filings with measurable accuracy.
Fulfillment → AI Job Factory
Agents and human validators execute end-to-end workflows — filing complaints, issuing notices, and monitoring infringement with autonomous precision.
Accounting → Intelligence Ledger
Every action — data query, inference, and fulfillment — is logged as an economic event with cost, provenance, outcome, and value tracking.
Initial Vertical: Legal Research Intelligence
Comprehensive Research
AI-powered analysis across case law, statutes, and regulations, making complex legal information accessible and actionable.
Citation Accuracy
Automated verification and correction of legal citations, ensuring professional-grade standards and consistency.
Query Enhancement
Transform natural language questions into optimized legal research queries for precise, contextual results.
Domain Specialization in Action
From general legal research infrastructure to specialized applications — the NYC Housing Rights Assistant demonstrates how the Intelligence Supply Chain creates domain-specific models with 100% accuracy.
Data Expansion
Started with 18 examples, expanded to 597 training samples using Intelligence Supply Chain methodology (33.2x growth).
Production Accuracy
Achieved perfect accuracy on critical NYC tenant questions including emergency contacts, legal requirements, and eviction protections.
Live Deployment
Production API with 99.9% uptime, OpenAI compatibility, and sub-2-second response times serving real tenant assistance.
Model: aanshshah/nyc-housing-rights • Live API: Production ready
View Production Model →Trusted by Legal Professionals
Lawyers and legal teams use our AI tools to save time, improve accuracy, and focus on higher-value legal work.
Faster Research
Get comprehensive legal research in minutes instead of hours. Our AI finds relevant cases, statutes, and precedents across multiple databases.
Citation Accuracy
Verify legal citations automatically and catch formatting errors before they reach your final documents. Ensure professional standards every time.
Query Optimization
Transform natural language questions into database-specific search queries. Get better results from Westlaw, LexisNexis, and other legal research platforms.
No Setup Required
Start using our tools immediately without any setup, training, or software installation. All tools work directly in your web browser.
The Long-Term Vision
To build the operating system for structured intelligence, where every data source becomes a production input, every model becomes a reasoning unit, and every task becomes an auditable transaction. From IP and compliance to finance and regulation — The Intelligence Supply Chain industrializes knowledge work.