P2AgentX

Building the AI brain and robotic hands for autonomous solar farms

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At a glance

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    Development stage

    Scaling operations

  • Cash payment coin 1 icon
    Investment stage

    Seed

  • Astronomy solar system icon
    UNSW affiliation

    Spinout - staff led

  • Gauge dashboard icon
    Technology readiness level

    TRL 9

Why invest
Solar capacity is growing faster than the workforce needed to operate it. Advances in AI and robotics make autonomous solar operations commercially viable.

P2AgentX combines AI and autonomous robotics to make solar farm operations smarter and more efficient.

  • P2AgentX is building an AI brain and robotic hands for solar farms. Its platform fuses proprietary solar physics models with AI agents and autonomous field robotics to automate reporting, performance analysis, fault diagnosis, inspections, and operational workflows. These outputs can recover about 3% of lost energy production, reduce reporting effort by over 90%, improve asset time, and reduce O&M cost by up to 45%.

    P2AgentX generates recurring revenue through annual software subscriptions and robot leasing contracts for solar asset owners and O&M providers.

  • Asset owners and maintenance (O&M) providers bleed millions annually, with the average utility-scale solar farm losing around 6% of revenue from hidden performance losses, fragmented operational data, labour-intensive reporting and slow fault detection and resolution. Skilled solar technicians are increasingly scarce and expensive, with high travel costs to remote utility-scale sites and every delay compounds downtime, energy losses and rising costs.

    While drones capture top-down views, they miss panel-level or inverter issues that only show up from the ground or at close range. A robotic dog can inspect panels and inverters up close, from multiple angles and detect far more faults across the solar farm.

  • Utility-scale solar asset owners and O&M providers managing portfolios above 5 MW across Australia, the Middle East and North America.

    • 110 MW live deployment on 18 power plants in Saudi Arabia, Jordan and Kuwait
    • Over 1,000 MW qualified pipeline across Australia and the Middle East
    • AU$2.3M ARENA grant secured

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