Roadmap
SmartSurf is the proving ground for the Senlay evidence engine: rider and board GPS, local spot intelligence, tracker control, risk events, and station workflows first; broader API expansion after commercial proof.
- SmartSurf GPS / Traccar tracking integration path
- risk_event endpoints for station, lifeguard, IoT, and audit workflows
- source/freshness/confidence metadata
- model-vs-reality disagreement detection
- first water-safety use case: rider/board GPS + environmental evidence + station escalation
- 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.