Research
Auto-research agents iterate new robot capabilities in days; task-specific foundation models trained on our fleet data.
Ati owns the planner code, telemetry and test rigs the agents run on.
Ati Robotics is a Physical AI company. We own the layer the internet can't provide — real-time fleet orchestration and operating data. Tuned to your floor. This is the AI intelligence behind our agentic material orchestration.
Physical AI
Ati draws on real-world operating data from real plants. We use it to train and continuously fine-tune the AI intelligence that differentiates our robots — the difference between a robot that runs a demo and one that runs your floor.
Operating data from live deployments across industries and geographies — the conditions your floor actually has, not lab conditions.
Fine-tuned to your payloads, your aisles, your site. In hours, not weeks.
The same AI technology that runs our robotics coordinates the whole fleet through Ati Flow intelligence.
AI across the lifecycle
Four stages of AI intelligence for every robot — only possible because we own the full stack and the operating data supporting it.
Auto-research agents iterate new robot capabilities in days; task-specific foundation models trained on our fleet data.
Ati owns the planner code, telemetry and test rigs the agents run on.
Site-specific perception and policy models, post-trained on your data during rollout — a new site running in hours, not weeks.
Ati owns perception end-to-end — nothing to license, nobody to wait for.
An agentic support stack that monitors, triages and troubleshoots with live access to every robot.
Ati support agents run on the vehicle itself — reading the robot, not a dashboard.
Ati Flow coordinates robot fleets, human-driven equipment, tagged legacy assets and your systems of record.
Ati is the system of record material decisions run on.
In production today
Not a model demo — outcomes measured on live floors, running under our own supervision layer.
Triggers dispatch the instant a pallet is placed.
Routes every robot; coordinates a mixed fleet in real time.
Prevents line starvation; enforces SKU accuracy.
Predictive maintenance and utilization — our supervisor layer.
Configure routes and pull reports in plain language.
Ati engineers apply our AI agents in simulations to solve complex applications. Iterating overnight and delivering working maneuver code by morning — no hand-tuning.
It's one example of how we build the intelligence, not just buy it.
ISO 3691-4 is the industrial equivalent of a security certification — every deployment runs under a named supervision layer that keeps the fleet accountable in real time.