Roadmap
Senlay is a reciprocal verification network for systems that act outside — AI agents, drones, robots, and safety systems. Coverage arrives from participants: contribute a sensor and get the whole network back. SmartSurf is the proving ground: rider and board GPS, local spot intelligence, tracker control, risk events, and station workflows, validating the same evidence engine that reasons across every contributed and connected source.
- Open protocol, JS SDK, MQTT bridge, edge gateway published Apache 2.0 at senlay-platform
- Provider/station registration + HMAC-signed observation ingestion, validating independently at each stage
- Controlled source-health status:
ok, no_data, out_of_coverage, not_configured, error, timeout — a source dark for a missing credential is labelled as such
- risk_event endpoints for station, lifeguard, IoT, and audit workflows
- model-vs-reality disagreement detection
- first water-safety use case: rider/board GPS + environmental evidence + station escalation
- Signed evidence receipts: every response signed over its hash, issue time, coordinate, source set, and calling key — a citable, tamper-evident record, zero added friction, works for anonymous callers
- OGC SensorThings adapter: import Things/Sensors/Datastreams/Observations from an existing SensorThings endpoint without touching the provider's hardware — turns "attach a sensor" into "attach the network you already run"
- External API keys issued to people outside the company, tracked honestly as the decisive early proof
- SmartSurf Safety Engine architecture
- Live Tracker / Spot Intelligence UI mode
- stopped rider, offshore drift, board separation triggers
- tracker command registry
- battery/signal-aware device modes
- Senlay snapshot attached to each risk_event
- first school/station pilot
- station dashboard workflow
- acknowledgement / escalation / incident log
- phone-first rider app MVP
- local spot_profile for Hoi An / An Bang / Mui Ne / Phan Rang pilot spots
- paid station pilots
- proprietary safety dataset from sessions and alerts
- expanded spot intelligence for surf, SUP, foil, sailing
- Senlay API as second channel after SmartSurf proof
- Universal LLM compatibility
- Multi-agent shared world model
- Any coordinate on Earth
- Digital twin integration
- Broad autonomous systems
The Mission
Give AI systems reliable physical-world evidence before they make or escalate real-world decisions.
Build With Senlay
If you are building drone, outdoor work, agriculture, marine, or safety software, talk to us about beta pilot access.