From simulation to fleet operations — we build the perception, control, and orchestration software that turns robotic hardware into dependable products.
Who this is for
- Hardware companies with a working robot prototype that needs software to become a sellable product.
- Operations teams running, or planning, a fleet of robots across multiple sites.
- Robotics startups that need simulation and safety practices in place before a certification review, not after.
- Businesses evaluating whether a robotics pilot is ready to scale past a single site.
Problems we solve
The challenge
One robot works perfectly in the lab; a fleet of a hundred does not.
Our approach
We build the fleet-orchestration layer — the same pattern that coordinates 1,200 robots across 14 fulfillment centers for one client — before scale exposes the gaps.
The challenge
Testing changes on physical hardware is slow, expensive, and risks damaging real units.
Our approach
We build simulation environments and digital twins so most iteration happens safely in software, and physical testing validates rather than discovers problems.
The challenge
A safety or certification review is coming and the software wasn’t built with it in mind.
Our approach
We bring safety and certification support into the architecture from the start — logging, fail-safes, and traceability that certification reviewers expect to see, not scramble to add.
The challenge
Firmware updates and diagnostics across a distributed fleet require someone to physically visit each unit.
Our approach
We build OTA update and remote-diagnostics pipelines so fleet issues are caught and patched centrally, the same discipline we apply to connected devices generally.
Capabilities
- Perception & sensor fusion
- Simulation & digital twins
- Fleet orchestration platforms
- Safety & certification support
How we work
- 01
Assess the platform
Understand the hardware, sensors, and what “working” needs to mean at fleet scale, not just for one unit.
- 02
Simulate & de-risk
Build the simulation and digital-twin environment first, so the riskiest software decisions get tested before touching hardware.
- 03
Build perception, control & orchestration
The software stack that turns a robot into a product: perception, control loops, and fleet coordination.
- 04
Operate at fleet scale
OTA updates, remote diagnostics, and the monitoring that keeps 10 units — or 1,000 — dependable.
Technologies we work with
- ROS 2
- Gazebo
- NVIDIA Isaac
- C++
- Python
- MQTT
- Kubernetes at the edge
- OpenCV
- PCL
- Protocol Buffers
In numbers
Frequently asked questions
Do you build robots, or just the software?
Software — perception, control, simulation, and fleet orchestration. We work with your existing hardware or hardware partners rather than manufacturing robots ourselves.
We only have one working prototype — is it too early to talk to you?
It’s actually the right time — the software decisions that make a fleet possible are far cheaper to get right before you’ve built ten more units the same way.
Can you help with safety certification, or only the underlying software?
We build the architecture — logging, fail-safes, traceability — that certification reviews expect, and support the process; the certification itself is issued by the relevant regulatory body.
What does “fleet orchestration” actually involve?
Task allocation, coordination between units, monitoring, and remote intervention — the layer that turns N independent robots into one dependable, manageable fleet.
Do you work with a specific robot platform or sensor stack?
We’re platform-agnostic — the perception and orchestration layers we build integrate with whatever hardware and sensors you’ve already committed to.