Project A.T.O.M. - Agent for Task Oriented Manipulation

AI Agents for Industrial Robots.
Talk to your robots and automate your operations.

A.T.O.M. helps teams deploy industrial robots faster, and makes robots easier to use.
Our AI Robot Agent sits on top of new and existing robot arms, translating your natural language intent into structured, safety-aware automation. Vision, calibration, task constraints, and motion planning are integrated into a single workflow so operators can move from concept to reliable execution with confidence.

Cutting-Edge Agentic IntelligenceWorks with Existing RobotsBuilt for Shop-Floor TeamsVision & Calibration Built-InRepeatable, Production-Grade MotionTask-Oriented Manipulation

Capabilities

A.T.O.M. is Your Agentic Robotic Intelligence.

Talk to your robot in plain English, define the task, and let A.T.O.M. translate intent into structured robot automation. The platform combines natural language control, vision, calibration, task planning, and operator-friendly tooling to make robot setup faster and easier to use.

Natural language robot agent

AI Robot Agent with Natural Language Control

Talk to your robot in plain English to describe the task. The agent proposes a safe, structured motion plan, prompts for constraints, and produces repeatable motion programs.

  • Task decomposition and parameter prompts
  • Motion program generation and replay
  • Human-in-the-loop approvals
Vision and calibration

Vision + Calibration Tooling

Practical perception and workspace calibration so your robot can act on real coordinates - robustly and repeatably.

  • Workspace calibration and coordinate mapping
  • Object localization within defined work zones
  • Inspection overlays and operator feedback
Motion planning and task execution

Task Planning + Execution

A.T.O.M. connects perception, constraints, gripper control, and motion planning so one operator request can become a coordinated sequence of robot actions.

  • Multi-step manipulation planning
  • Collision-aware movement constraints
  • Repeatable execution across changing workspaces
Integration workflows and tooling

Integration Workflows + Tooling

A pragmatic deployment workflow: versioned programs, repeatable setups, and operator-first interfaces to reduce friction.

  • Motion program library and retrieval
  • Setup checklists and runbooks
  • Audit-friendly logs and exports

Demos

See A.T.O.M. in the Real World.

These hardware demonstrations show A.T.O.M. translating operator intent into grounded robot behavior across packaging, tool handoff, object recognition, shared workspaces, and multi-object autonomous execution.

Agentic control for robot arms

A.T.O.M. controls an industrial arm from plain-language requests through a single loop for speech, perception, task decomposition, motion primitives, and higher-level planning.

Natural languageMotion primitivesTask planning

Human cowork packaging

A human prepares a small package beside the workcell. A.T.O.M. recognizes the object, checks for collisions, plans a safe pick, and places it into the box while the workspace remains shared and observable.

Human-awareCollision checksPackaging

Workshop assistant

After the request "pass the screwdriver," A.T.O.M. localizes the tool, orients the gripper, grasps it, moves into a handoff pose, and releases it to the user. Users can train new vision models and switch between existing models at runtime.

Tool recognitionGrasp orientationHandoff

Autonomous fruit packaging

From a single command - "pack the clementines" - the system scans randomly placed objects, sequences repeated grasps, and successfully executes a novel task over multiple minutes in an unstructured workspace.

Multi-object planningAutonomous executionVoice to minutes of work

About Auspex Automation

Building the Artificial Intelligence Harness for Robotics.

We are building the AI Agent for Robotics that can understand and execute upon your intent. A.T.O.M. can interpret natural language instructions, propose structured robot actions, and help generate repeatable motion programs - making collaborative robot deployments feel straightforward. The goal is practical: reduce integration effort, shorten time-to-value, and give operators tooling they can trust on the shop floor.

A.T.O.M. advances that vision by making robots more accessible to the teams closest to the work. Instead of requiring every new task to become a custom integration project, operators can define intent, constraints, and desired outcomes through an agentic interface built around perception, planning, and repeatable execution.

Pragmatic by designFast setup, focused demos, and tight feedback loops.
Operator-first UXMake programming approachable without sacrificing control.
Integration-mindedVision, calibration, and repeatability built into the workflow.

Contact

Get in touch with Auspex Automation.

Send a message and we will reply within 48 hours.