SEGMENT 08 / PHYSICAL

Physical AI / Robotics FDE

Deploy software, models, and hardware into real environments.

WHAT IS FORWARD DEPLOYED?Physical system

REPRESENTATIVE ORGANIZATIONS

Orchard RoboticsPhysical IntelligenceGecko RoboticsMonumental

THE WORK

What you are likely to own

  1. 01Hardware/software integration
  2. 02Field debugging and calibration
  3. 03Fleet operations and networking
  4. 04Operator training and logistics

TECHNICAL EXPECTATION

The useful stack

Robotics softwareSensorsNetworkingEdge systemsFleet reliabilityField operations

CUSTOMER EXPECTATION

Proximity to the problem

High and physically proximate: operators and field environments become part of the system.

THE REAL SUCCESS METRIC

Safe, repeatable operation in the physical environment, not only simulation or lab performance.

AIR PREPARATION FOCUS

What to build next

01Edge AI
02Simulation
03Physical-world evaluation
04Sim-to-real reliability