01
Available today
Existing cameras
RTSP and ONVIF cameras provide persistent site awareness without requiring a full infrastructure replacement.
Physical AI security
From camera intelligence to human-approved physical response.
Tensor Dynamics Watch already turns existing cameras into AI investigators. We are extending the same incident, evidence, and human-decision workflow to drones and ground robots.
Available: Camera AIWorking prototype: Multi-robot response
One governed incident chain
Perceive, investigate, approve, respond.
Physical AI is not a vague label here. At Tensor Dynamics, it is a security workflow with explicit authority, evidence, and product-maturity boundaries.
02
Available today
AI incident investigation
AI follows plain-language missions, investigates context, preserves evidence, and creates a traceable incident record.
03
Working prototype
Human approval
The system proposes a next step and mission plan. An operator reviews evidence, safety limits, and routes before execution.
04
Prototype / next
Physical responders
Drones and ground robots accept governed missions in simulation; real-hardware integration and pilots are still in progress.
What the prototype does
Prove the complete workflow in simulation first.
- Receive Watch incidents with source and evidence context
- Plan missions across multiple drones and quadrupeds
- Require explicit operator approval before deployment
- Provide safety controls such as HOLD, resume, and return-to-launch
- Retain mission, command, state, and outcome records
Status: This is not a commercially deployed autonomous robotic-response system. Real-hardware integration and field pilots remain the next stage.
Safety and authority
AI plans. People approve. Vehicle safety systems control.
Human decision gate
High-risk physical actions require explicit operator approval.
Safety commands remain available
Stop, hold, return, and manual-takeover controls do not depend on a new AI mission.
External control authority
The desktop is not the flight authority; control stays with an edge controller or autopilot.
Auditable path
Incident, evidence, plan, approval, command, and outcome remain in one traceable record.
Product maturity
Start with the camera product you can deploy.
Available today
Watch camera AI
Compatible existing cameras, incident investigation, evidence history, alerts, and human final decisions.
Working prototype
Multi-robot mission system
Simulated vehicles, Watch-event handoff, mission planning, safety controls, and human approval.
Next
Physical-site pilots
Real-hardware integration, autonomous patrol, air-ground coordination, and multi-agent security operations.
FAQ
Physical AI security questions
What is physical AI security?
It connects perception from cameras and sensors with AI investigation, governed planning, human approval, and physical systems such as drones or ground robots.
Can drone and ground-robot response be deployed today?
Not yet as a commercially deployed hardware response system. Watch-event handoff, mission planning, safety controls, and human approval run in a working multi-robot simulator; real-hardware integration is underway.
Can I use Watch without robots?
Yes. Tensor Dynamics Watch works today as an AI monitoring and incident-investigation layer for compatible RTSP and ONVIF cameras.
Does the AI make the final high-risk decision?
No. High-risk physical actions require explicit operator approval, while vehicle safety and control authority remain with an external edge controller or autopilot.