Core Projects
Knowledge Graph
Entity-relationship mapping across 377+ facilities, researchers, and funding streams.
ClawBot AI
Natural language query interface over the entire research corpus. Ask anything.
Research Papers
Indexed arXiv preprints linked to facilities, authors, and funding organizations.
Research Infrastructure
Multi-Source Ingestion
arXiv, OpenAlex, SBIR, USPTO, and USASpending data pipelines running on a continuous refresh cycle.
Edge-Native Architecture
Built on Cloudflare Workers and D1 — zero cold starts, globally distributed, sub-100ms query times.
AI-Powered Search
Claude-backed semantic search across all entities. Context-aware answers grounded in real data.
Open & Auditable
All source data is public. Full transparency on provenance, methodology, and data freshness.
Milestones
Inception
Project initiated. Data ingestion pipelines designed. First 50 facilities indexed.
First Graph
Knowledge graph live. 377+ facilities mapped with cross-entity relationships.
ClawBot Launch
AI query layer goes live. Natural language access to the full research corpus.
Public API
Open API release. Developers can build on top of the Breach data layer.
Data Pipeline
Core Components
ClawBot Engine
Multi-turn conversational AI with facility, paper, and funding context. Powered by Claude.
Knowledge Graph
Interactive force-directed graph showing entity relationships across the research ecosystem.
Data Refresh
Automated scheduled pipelines keep all source data current. GitHub Actions + Cloudflare Workers.