Who we work with
When this fits
For development that depends on close operational collaboration and repeated validation with real hardware and workflows.
Engagement
FDE
Embedded on site
Embedded in your operations. Building with you.
Forward Deployed Engineering. Working on site with your operators and developers, we move from discovery through implementation, field validation, rollout, and improvement. For both Physical AI and AI agents, what we learn where the system is used directly informs what we build.
What we do
From decisions to delivery.
- 01
Understand real workflows and constraints
- 02
Build and validate in short cycles
- 03
Integrate devices, data, and business systems
- 04
Evaluate and improve after rollout
What stays with you
What we deliver
A working system, field evaluation findings, and rollout procedures, continuously improved through user feedback.
Available for Physical AI and AI agents. Cadence, duration, and delivery scope are agreed for each project.
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