Intelligence should find you
Every hour, the world generates more open-source intelligence than any team can read in a lifetime. The current solution is more dashboards. Ours is smarter agents and refined information.
Sentinel was built to condense data and make it meaningful. With AI, manually scouring data sources or paying extortionate fees for basic analytics is a thing of the past.
Team
Who's Building This
One person, for now. Shipping fast.
James Reed
Founder
An automation engineer and Python developer who built AI-powered engineering software, algorithmic trading bots that process thousands of market events per second. Turns out the same architecture works for OSINT. WYRM Sentinel is the result.
Technology
The Stack
Here's what's under the hood.
Real-Time Data Pipeline
20+ feed collectors polling at 15-second to 12-hour intervals. Two-layer deduplication with Redis and Postgres. Batch writes optimized for throughput.
Agentic AI Layer
Domain-specific AI agents built on Claude Sonnet 4. Each agent specializes in one intelligence domain — seismic, aviation, maritime, and beyond.
Security-First Design
Row-level security on all data. Service-role isolation for backend operations. Zero trust architecture with Supabase Auth.
Async Everything
FastAPI with full async/await support. Redis-backed job queues via BullMQ. Non-blocking I/O throughout the entire pipeline.
Edge Deployment
Next.js on Vercel for edge-rendered marketing and dashboard. Backend on Hetzner Docker with Cloudflare CDN and DNS.
API-First Design
Full REST API for programmatic access. Every feature available to the dashboard is available to your code. Webhook-based alert delivery.
Differentiation
Why Sentinel Is Different
| Capability | Others | Sentinel |
|---|---|---|
| Intelligence delivery | Dashboard (pull) | Push alerts |
| Cross-domain correlation | Manual | Automated AI agents |
| Delta intelligence | Not available | Built-in |
| Entity tracking | Point-in-time | Persistent history |
| Wargame simulation | Not available | Predictive scenarios |
| API access | Limited | Full REST API |