Hidden Yield-Loss Analysis
A deep-dive forensic analysis to uncover and quantify recoverable revenue from your solar assets.
The Hidden Revenue Problem
Standard monitoring tells you if your asset is online, but it can’t tell you if it’s losing 3% of its potential revenue to subtle issues like soiling or degradation. These hidden losses compound over time, quietly eroding your returns while appearing as ‘normal’ performance variations. We find the losses that hide in your data, applying first principles engineering and lean data analytics to separate genuine underperformance from acceptable operational variance.
Your report will include
- A financial quantification of total recoverable revenue.
- Diagnosis of the top 3 root causes of underperformance.
- A prioritised, actionable list of recommendations.
- A full data appendix and visualisation dashboard.
Who is this service built around
Asset managers who need to validate the performance of a newly acquired solar farm.
Investment funds seeking to de-risk their portfolio and maximise returns.
O&M providers who need deep-dive analysis to diagnose a persistent, hard-to-find issue
How it Works
1. Data Ingestion
We systematically collect and validate operational data from all relevant sources, applying quality checks and gap analysis to ensure robust analytical foundations.
2. Dual-Model Analysis
Our proprietary methodology employs two independent analytical models that cross-validate each other, delivering statistically confident identification of performance losses and their underlying causes.
3. Forensic Reporting
Complex technical findings are distilled into actionable business intelligence, with every recommendation backed by clear financial justification and implementation guidance.
The Lamina Advantage
While others provide basic monitoring, Lamina applies first-principles thinking and lean analytical methods to unlock the full potential of your renewable energy assets. We focus on what matters, eliminate what doesn’t.
Technical Depth That Matters
Our founder’s First Class engineering background means we understand why a 2% performance gap matters. More importantly, what’s actually causing it.
Specialist Advantage
We’ve developed proprietary dual-model algorithms specifically for solar forensics, validated against real operational data from NREL and London datastore’s energy infrastructure. This isn’t a side service, it’s our entire focus.
Data You Can Bank On
Every finding includes financial quantification and statistical confidence levels. When we identify losses, we show you exactly how we calculated them using our rigorously tested methodology.
Get In Touch
Unlock your assets' hidden potential
You'll love working with Lamina if...
✅ You manage renewable energy assets worth protecting and optimising
✅ You believe in data-driven decisions over gut instinct
✅ You value engineering precision in performance analysis
✅ You’re ready to turn uncertainty into quantified opportunities
Let's reveal what your data is hiding
📞 Call us
UK: 07954 113990
📧 Email us
georgecooper@lamina-ai.co.uk