Ongoing Performance Tracking
A specialised forensic layer that turns your baseline into a live physical benchmark. Moving beyond passive dashboards, we deliver automated, high-impact intelligence, synthesising complex metrics into concise periodic insights, with deep-dive analytics available on demand.
The Performance Drift Risk
Standard monitoring tracks availability, not health.
Optimised assets don’t stay optimised. Even after a perfect repair, entropy sets in; panels soil unevenly, vegetation grows back, and minor degradation accelerates silently behind the ‘green lights’ on a dashboard.
Disguised as normal seasonal variance, this performance drift compounds over time, slowly eroding the revenue that took so long to build.
We protect the baseline. Instead of waiting for a fault alarm, we apply our hybrid forensic model to every new data packet. This allows us to detect the earliest mathematical signs of performance drift, distinguishing between environmental variance and physical decline, ensuring your asset performs at its theoretical limit month after month.
The Protection Strategy includes:
- Automated Performance Intelligence:
Concise, logic-driven periodic reports that synthesise complex metrics into clear, actionable narratives, moving beyond the noise of passive dashboards. - Degradation & Variance Tracking:
Continuous monitoring of degradation slopes and string-level variance to detect physical instability early and build the defensible evidence required for warranty claims. - Maintenance & Recovery Verification:
Quantifying the exact step-change in performance following O&M interventions to verify site management or hardware repairs have truly restored the baseline. - On-Demand Forensic Suite:
Supplementary access to our deep-dive interactive dashboards, allowing your engineering team to verify ongoing health and investigate anomalies down to the raw data.
Distilling Clarity from Complex Streams
1. Continuous Data Integration
High-resolution meteorological and SCADA streams are continuously ingested into the forensic engine. Ongoing data cleansing filters sensor noise and gaps, ensuring every metric is calculated against a stable, verified baseline.
2. Ongoing Performance Analysis
Our hybrid models calculate the asset’s unique Performance Index for every new timestamp. By comparing live performance against this ML-refined benchmark, we isolate degradation trends and string variance from weather noise, detecting physical drift early.
3. Automated Intelligence
Complex metrics are synthesised into concise, high-impact summaries. We quantify the financial impact of emerging losses and verify the effects of maintenance interventions, delivering the definitive evidence required to protect revenue year-round.
Insights Across the Asset Lifecycle
Asset Management transitioning to proactive revenue protection and eliminating dashboard fatigue. Automated Intelligence replaces manual data trawling with logic-driven summaries, distinguishing between weather noise and physical drift to ensure optimal performance year-round.
Investment Funds securing yield certainty and protecting long-term IRR against silent degradation. Continuous monitoring ensures the asset remains within its financial model, while objective validation of asset health provides the financial certainty needed to safeguard the portfolio’s valuation.
O&M teams optimising resource allocation and validating maintenance efficacy. Pinpointing root causes to specific strings or environmental constraints ensures crews are deployed efficiently. Quantifying the post-maintenance performance step-change confirms and validates the source of the yield loss.
The Lamina Standard
While standard monitoring creates noise, Lamina creates clarity. Applying first-principles thinking and lean analytical methods to isolate the physical reality of the asset from environmental variance. we focus on the signal, eliminate the guess work and unlock the true potential of your asset.
Engineered Rigor
Grounded in first-principles engineering, we don’t just hand you another dashboard. We deliver the complete analysis, providing definitive answers while maintaining the transparency and capability for you to verify and investigate the performance yourself.
Absolute Independence
We provide the unbiased baseline essential for the entire asset lifecycle. Independent of commercial conflicts, we deliver uncompromised transparency, replacing assumption with evidence to enable confident decision-making based on objective data.
Commercial Certainty
We translate technical complexity into financial clarity. Moving beyond generic alerts, we quantify the recoverable revenue of the primary loss drivers, delivering the definitive evidence required to justify expenditure and maximise yield.
Start the Conversation
Unlock the clarity hidden within your portfolio
We are the right partner for you if...
- You manage renewable energy assets worth protecting
- You prioritise true insight over standard reporting
- You value engineering precision in performance analysis
- You are ready to turn uncertainty into quantified opportunities
Discover what your data is hiding
Email us
contact@lamina-ai.co.uk