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Services · Physical & Industrial AI

Intelligence engineered into every machine.

Computer vision, robotics, IoT and embedded intelligence that automate, inspect and optimize industrial operations - AI that senses, decides and acts in the physical world.
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What we do

Physical & Industrial AI, end to end.

Computer vision & inspection · Predictive maintenance · PLC, SCADA & industrial IoT · Edge & embedded AI · Robotics & AMR

Talk to an Industrial AI Engineer
  • 01

    Industrial AI

    Turning operational data into decisions on the plant floor.

    • Predictive maintenance
    • Anomaly detection
    • Production optimization
    • Quality intelligence
    • Forecasting
  • 02

    Industrial IoT

    Connecting machines and systems into one reliable data layer.

    • Industrial sensors
    • PLC integration
    • SCADA
    • MQTT
    • OPC UA
    • Real-time monitoring
  • 03

    Edge & embedded AI

    AI that runs where the data is generated.

    • On-device inference
    • Embedded controllers
    • Offline intelligence
    • Low-latency systems
  • 04

    Computer vision

    Machines that see, measure and verify.

    • Defect detection
    • Quality inspection
    • Object detection
    • OCR
    • Safety and PPE monitoring
  • 05

    Robotics

    Robots that perceive their environment and act within it.

    • AMR / AGV
    • Robotic arms
    • Inspection robots
    • Robot perception
  • 06

    Physical AI

    Systems that sense, decide and act in the real world.

    • Perception
    • Decision-making
    • Autonomous action
    • Human-machine interaction

Architecture

Sense. Think. Act.

Physical AI is built in three layers - perceiving the environment, understanding it, and acting on it. We engineer all three, and the connections between them.

  • 01

    Sense

    Sensors, cameras and controllers perceive the world in real time.

    • IoT sensors
    • Cameras
    • PLC / SCADA
  • 02

    Think

    Edge and cloud AI understand what is happening and decide.

    • Edge AI
    • Vision models
    • Forecasting
    • Sensor fusion
  • 03

    Act

    Robots and controls act - safely and autonomously.

    • Robotics
    • Automation
    • Controls

Problems we solve

We start with the problem, not the technology.

  • Problem · Machine failure

    Predictive Maintenance

    Detect anomalies and predict equipment failures before they cause costly downtime.

    Sensors · Anomaly detection · Machine learning

  • Problem · Quality problems

    AI Vision Inspection

    Automatically identify defects, dimensional issues, labeling errors and other quality problems.

    Computer vision · Edge AI · OCR

  • Problem · Disconnected machines

    Industrial Connectivity

    Connect machines, sensors and industrial systems into a unified operational data layer.

    PLC · SCADA · MQTT · OPC UA

  • Problem · Manual processes

    Intelligent Automation

    Combine AI, robotics and automation to reduce repetitive manual operations.

    Robotics · Automation · AI

  • Problem · Latency and connectivity limits

    Edge Intelligence

    Process industrial data close to the source for low-latency, resilient AI.

    Edge computing · On-device inference · Offline AI

  • Problem · Blind spots in operations

    Digital Twins

    Live virtual models of machines and lines, so changes can be tested before they reach the floor.

    Digital twins · Simulation · IIoT

Related work

Physical & Industrial AI products.

01Live

Automata AI

Production, equipment and alarms - live on one screen.

Industry
Manufacturing
Focus
Industrial AI · IIoT · SCADA
Capability
Physical & Industrial AI

Problem

Plant data sits in PLCs, HMIs and spreadsheets. Supervisors find out about a slow line or a failing machine after the shift, not while it is happening.

Approach

  • Connect machines and controllers to one live data layer
  • Track production, utilisation and alarms per line and per machine
  • AI that spots abnormal behaviour before it becomes downtime
  • Dashboards for the floor and for management

Technology

IIoTEdge AISCADADigital twins

Outcome

Live at automataai.udhaya.space.

Explore Automata AI
Automata AI screenshot

Let's talk

Talk to the Physical & Industrial AI team.

Tell us about the system, the site or the challenge. An ABRAH engineer will come back to you.

Talk to an Industrial AI EngineerAll capabilities