Lamina | Precision Solar Analytics

Precision Solar Analytics. Streamlined.

The forensic diagnostic layer for high-performance solar assets. Powered by our physics-enhanced engine, separating environmental noise from recoverable revenue.

Solutions Powered By Leading Technology

About Lamina

Lamina was built to bring clarity to complex solar data. As specialists in forensic machine-learning, we deliver the precise insights needed to unlock the hidden value in solar operations.

We specialise in identifying performance degradation, yield losses, and operational inefficiencies and environmental factors that traditional monitoring misses, helping solar operators maximise their asset returns through data-driven insights.

Lamina has developed a precision-engineered approach to solar performance analysis, helping asset owners and operators reduce revenue losses, optimise energy output, and make condition-based maintenance decisions.

Advanced ML Solar Asset Analysis

Precise Loss Quantification
Advanced pattern recognition translates complex performance data into precise financial impact, quantifying recoverable revenue and exactly how much underperformance is costing you.
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Intelligent Root Cause Diagnosis
We don't just flag issues. Our system intelligently diagnoses specific causes like soiling patterns, degradation trends, or inverter optimisation opportunities that standard analysis would overlook.
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Innovating Solutions to help developers and asset managers de-risk & maximise performance with ML-Driven Solutions

Precision Forensic Audits

Gain clarity with specialist-led diagnostics. High precision analytics from a purpose-built system.

Recover Hidden Performance Gaps

Identify and address unseen losses with string-level diagnostics. Quantify the specific impact of environmental factors and hardware degradation.

De-risk Decisions

Support investment, O&M, and engineering choices using data-driven projections calibrated to your assets.

Our Services

We deliver High-Precision Diagnostics and Data-Driven Solutions designed to de-risk your projects and maximise the revenue of your renewable energy assets.

Our services provide a clear journey, from initial analysis to long-term performance partnership.

Forensic Yield Analysis

A specialised forensic layer for your historical asset data. We apply advanced models to quantify recoverable revenue and isolate hidden losses that standard monitoring misses. By identifying root causes at the string level, we provide a data-backed roadmap to maximise yield.

Ideal for: Asset owners needing to unlock the hidden value within their data.

Turn your forensic baseline into a live benchmark. We provide concise, high-impact summaries that track overall asset health and specific shifts in your loss structure. From verifying shading recovery to degradation stability down to the string level, you get clear answers with deep-dive dashboards available when you need them.

Ideal for: Owners seeking clarity on true financial performance without the data overload.

Reduce uncertainty in high-stakes decisions. We apply our forensic engine to stress-test yield assumptions for acquisitions or mathematically quantify the benefit of repowering projects. You receive rigorous, independent evidence to support your valuation or strategy.

Ideal for: Clients requiring objective, data-backed certainty before making major capital commitments.

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Insight & Innovation

We are consistently building new solutions to help de-risk and maximise renewable energy asset performance. Explore our latest R&D and technical breakdowns.

Hidden Losses of PV Systems

Read our latest article on how forensic pattern recognition is making it easier to spot and quantify unseen yield losses.

Machine Learning in Asset Management

A deep dive into the role Physics-ML models play in the future of the renewable energy sector.

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