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Autonomous drone, ground rover, satellite and robotic arm connected to a holographic digital twin

Engineering intelligent machines

AI-powered autonomous systems for aerospace, defence, manufacturing, mobility and space.

From digital twins and robotics to edge AI, sensor fusion and quantum technologies, we turn advanced research into deployable engineering systems.

AIRoboticsDigital twinsAutonomySpaceQuantum

We build the intelligence behind autonomous machines.

Algorithm→Prototype→Autonomous system

One stack, from silicon to decision.

Every SSM system combines AI, physics, software and hardware. Select a layer to see what it does.

    SSM Labs

    Research happens in five labs, each with its own hardware, test rigs and specialists. Ideas move from a lab bench to a field trial without changing hands.

    Engineers working on a robotic arm hologram, a quadruped robot, a satellite model and quantum hardware
    • AI LabApplied AI, engineering AI and agentic workflows
    • Robotics LabUGV, AGV, robotic arms and sensor integration
    • Space LabSatellite AI, star trackers and on-orbit servicing
    • Quantum LabQuantum algorithms, PQC and optimisation
    • Digital Twin LabSimulation, monitoring, prediction and control

    What we're building.

    Prototypes and systems in development across our platforms. Each is available for technical briefings, pilots and research collaboration.

    Autonomous Defence Crawler

    Tracked unmanned ground vehicle for reconnaissance and surveillance in rough terrain.

    Domain
    Defence
    Platform
    SSM Autonomy
    Readiness
    To be confirmed
    Request a technical briefing

    AI Stethoscope

    Digital stethoscope that analyses heart and lung sounds with AI to support clinical screening.

    Domain
    Healthcare
    Platform
    SSM AI Lab
    Readiness
    To be confirmed
    Request a technical briefing

    Try a digital twin.

    Change the operating conditions of a rotating machine and watch the twin predict its failure risk and remaining useful life.

    Operating conditions

    20 °C120 °C
    0 mm/s18 mm/s
    10 %120 %

    Illustrative model for demonstration. Production twins are trained on your asset's own sensor history.

    Twin prediction

    Failure risk, 30 days
    Remaining useful life
    Status
    failure threshold 20% 100%50%0% now
    Predicted asset healthtime ahead

    Industries we serve.

    Sectors where machines operate in demanding environments and every decision has to hold up in the field.

    Aerospace

    Drone autonomy, flight AI and inspection from the air.

    Defence

    Unmanned ground systems, surveillance and secure edge computing.

    Manufacturing

    Digital twins, predictive maintenance and robotic automation.

    Mobility

    Autonomous vehicles, AGVs and intelligent transport systems.

    Space

    Satellite analytics, star trackers and space situational awareness.

    Healthcare

    AI-assisted diagnostic devices and clinical signal analysis.

    Have a system that should think for itself?

    Tell us about the machine, the environment and the outcome you need. We'll come back with a technical approach and a demo.