Water cascading over a large concrete dam

Solar Energy Management
with Applied AI

We help businesses mitigate operational risk by detecting component failures early. Avoiding major correctives that erode EBITDA up to 20%.

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SOLAR ENERGY

]

Solar Energy Management with Applied AI

Predict Component Failures

We build predictive maintenance AI models that allow us to detect early degradation of critical components such as inverters, transformers, or substations.

Generation Forecasting

We train high-fidelity irradiation models to help detect expected or unexpected performance in solar PV plants.

Detect Underperformance

Up to 15% of production is lost due to soiling, tracker issues, and other component misfunctions. We build AI models that detect those deviations in real time and avoid major energy production losses.

BESS Optimization

We help maximize the economic value of solar energy with reinforcement learning models that operate batteries under high uncertainty, maximizing profits while limiting degradation.

Predict Component Failures

We build predictive maintenance AI models that allow us to detect early degradation of critical components such as inverters, transformers, or substations.

Generation Forecasting

We train high-fidelity irradiation models to help detect expected or unexpected performance in solar PV plants.

Detect Underperformance

Batery Optimization

We help maximize the economic value of solar energy with reinforcement learning models that operate batteries under high uncertainty, maximizing profits while limiting degradation.

Technician in safety gear working on a solar panel

Predict Failures. Avoid Corrective OPEX.

Avoid Component Failures by detecting abnormal behaviour. We leverage AI to build models that help detect early signs of degradation.

-20%

Ebitda lost in large Correctives

-20%

Ebitda lost in large Correctives

Avoid Energy Losses.
Avoid Soiling and Tracker issues.

Avoid Component Failures by detecting abnormal behaviour. We leverage AI to build models that help detect early signs of degradation.

5-15%

Generation Lost due to Soiling in US Report

5-15%

Generation Lost due to Soiling in US Report

Maximize Profits.
Avoid Soiling and Tracker issues.

Maximize Energy Value with Forecasting and BESS. Proactively optimize the energy value of your assets with AI models that predict generation and optimize dispatching.

+50%

Value Solar Energy

+50%

Value Solar Energy

[

REAL-TIME MONITORING

]

Track generation.
Maximize performance

Our process

Detect supply chain inefficiencies and perform root cause analysis.

AI-Powered Energy Asset Performance Maximization.

Batery Management.
Key to outperform.

AI-Powered Batery Dispatch Management allows asset managers and Independet Power Producers to harness the full potential of their energy assets. Intelligent dispatching requires optimising short term profits with long-term degradation. Failing to manage BESS degradation will increase in future CAPEX requirements, severely affecting profitability.

Blurred aerial view of a winding lake surrounded by dense green forest and mountains, with a small facility near the shoreline

AI-Powered Management.
Key to outperform.

AI-powered models help outperform status quo.

AI models are able to help mitigate operational risk of component failure, can detect under-performance in real life, and can improve the value generation of the energy assets by optimizing how energy is dispatched, how it's sold to the grid. Predicting curtailment, power generation, and degradation empowers asset managers to maximize the performance of energy assets.

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5-15%

Generation Lost due to Soiling in US Report

+30%

Value Solar Energy

-20%

Component related OPEX

5-15%

Generation Lost due to Soiling in US Report

+30%

Value Solar Energy

-20%