P2AgentX
Building the AI brain and robotic hands for autonomous solar farms
At a glance
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Development stage
Scaling operations
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Investment stage
Seed
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UNSW affiliation
Spinout - staff led
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Technology readiness level
TRL 9
P2AgentX combines AI and autonomous robotics to make solar farm operations smarter and more efficient.
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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.
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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.
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Utility-scale solar asset owners and O&M providers managing portfolios above 5 MW across Australia, the Middle East and North America.
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- 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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