Materials · Case Study
Gore M2 Intelligence Hub. A market-radar that scientists trust.
8-stage LangGraph pipeline with AES-256-GCM encryption and expert-knowledge encoding.
The Gore M2 Intelligence Hub is a production-grade AI market-intelligence platform built by Enso Labs for W. L. Gore & Associates that surfaces auditable commercial signals from scientific literature, patents, and regulatory filings — replacing weeks of manual research with a single auditable pipeline.
The Challenge
Gore's Battery Insulation Division needed to surface emerging commercial opportunities from scientific literature, patents, and regulatory filings — replacing manual research processes that took weeks.
What We Built
- Designed the "Gore Lens" — a 9-rule expert-knowledge encoding framework with toggleable relevance rules
- Built an 8-stage LangGraph pipeline with 4 parallel fetchers and ReAct agents
- Processed 731 documents, curated 111 sources, surfaced 16 market developments
- Delivered AES-256-GCM encrypted dashboard with signal cards and RWW scoring
- Go/no-go commercialization milestone validated by lead scientist
Outcomes
731
Documents processed
111
Sources curated
16
Signals surfaced
AES-256-GCM
Encryption
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