Robot operations
Run the whole robot in production — not just the autonomy. The pilot worked; now there are hundreds of machines, four vendors, a plant full of systems that predate all of them, perception that has to hold up in the real world, and operators who need to see and steer the fleet. Robot operations is the software that makes that run.
Four named engagements, each scoped and repeatable, each backed by a system running in production today.
Systems Integration
Make the robots work with the systems that were there first.
WMS, MES, PLCs, SCADA, and the site network — the seam where autonomy meets thirty years of plant software. Connectors, configuration management, and the glue that turns a pile of vendors into one system. Often this, not the robots, is the actual blocker.
Multi-protocol integration work that cut a client's site rollouts from weeks to days.
Fleet Management & Orchestration
Coordinate a mixed-vendor fleet and run it as a managed asset.
Multi-vendor orchestration, task assignment, and traffic control, plus the asset registry, uptime dashboards, and lifecycle tooling to run the fleet as a managed asset over time — built on your fleet's actual protocols, not a lowest-common-denominator abstraction.
1,000+ mixed-vendor robots coordinated by systems we built, including intersection control for a robotics OEM running thousands of units.
Perception & Vision
The vision stack that has to hold up outside the demo.
Production computer-vision systems and defect-detection pipelines — models, calibration, and the tooling to keep them accurate as conditions change. Perception you can trust on the floor, not just in the lab.
Operator Experience
The software at the human boundary — run and rescue the fleet.
Operator consoles, teleoperation, and remote intervention, grounded in UX research with real operators and shipped fast enough to iterate. Whether one person watches a hundred machines or five comes down to this.
92% teleop session success at <10 ms control latency, across 38 robots on LA streets.
Work touching this layer
A dedicated Layer-01 case study is in the pipeline; these deployments each stand on data infrastructure we built underneath them.
The people who get paged when the fleet stops.
— Head of Software / Platform — owns the control plane and hates the four dashboards.
— Head of Deployment / Ops — feels the integration pain at every new site.
— Head of Reliability — answers for uptime across the asset base.
Point a Pathfinding Sprint at this layer.
Two weeks. We map your fleet's actual state — vendors, protocols, failure modes — and hand you a scoped plan, whether or not you build it with us.