AI-driven portfolio intelligence for
utility-scale and IPP solar assets.
ClearSpot helps utility and IPP teams identify hidden yield losses, benchmark plants consistently, and improve portfolio control without scaling headcount linearly. The offer is built around yield recovery, stronger operational governance, faster reporting, and clearer asset-by-asset performance visibility.
At portfolio scale, the challenge is not just data.
It is knowing where to intervene first.
Utility and IPP teams often operate across many plants, multiple vendors, and different reporting environments. In that setting, value comes from finding underperformers quickly, quantifying the yield gap, standardizing plant comparison, and giving decision-makers a stronger action and reporting trail.
Underperformance stays buried
Across large fleets, small recurring issues such as soiling, clipping, inverter settings, data gaps, and delayed O&M actions can accumulate into material yield loss if they are not surfaced and ranked clearly.
Benchmarking is slow
When every plant, vendor, and report format looks different, it becomes difficult to compare assets consistently and decide where operational attention will create the highest return.
Control does not scale easily
As portfolios grow, asset-management teams need stronger governance and reporting workflows so they can manage more MW without increasing headcount at the same pace.
Commercially relevant metrics for utility and IPP portfolios.
The utility and IPP offer is designed around a focused set of KPIs: hidden yield, plant benchmarking, analysis effort, governance quality, and MW per asset-management FTE. The objective is to improve control, reporting quality, and financial visibility across the portfolio.
Hidden yield surfaced
A realistic range of hidden performance that can be identified across selected assets through structured benchmarking and anomaly analysis.
Analysis effort reduction
Reduce the time spent benchmarking sites, reviewing anomalies, and preparing performance reporting.
Benchmark starting scope
A strong starting point for comparing plants, quantifying yield gaps, and proving value on a selected portfolio slice.
Scale rollout
Built to extend into broader fleet orchestration, stronger governance, and integration with existing reporting pipelines.
Three ways to start with ClearSpot.
The utility and IPP offer ladder begins with a benchmark and gap analysis, moves into a yield recovery orchestration pilot, and then extends into a broader AI orchestration program for larger fleets.
30 MW Portfolio Benchmark & Gap Analysis
A focused benchmark package for investors and asset managers who want a consistent view of underperformance before launching a broader operating program.
Key value
30 MW Yield Recovery Orchestration Pilot
The core pilot package for teams that want AI agents coordinating anomaly detection, predictive O&M signals, and reporting workflows on a selected portfolio slice.
Key value
Portfolio AI Orchestration Program
The advanced package for larger utility and IPP portfolios that want to scale ClearSpot across more plants, reporting pipelines, and governance workflows.
Key value
| Package | Best fit | Scope | Main deliverables | Main outcome |
|---|---|---|---|---|
| I1 · Benchmark & Gap Analysis | Teams that want a consistent view of underperformance first. | 30 MW across 1–3 plants, 30–45 days. | Fleet benchmark, plant comparison, quantified yield gap. | Clear list of underperformers and where to intervene first. |
| I2 · Yield Recovery Orchestration Pilot | Teams that want proof of value on a selected portfolio slice. | 30 MW, 60–90 days. | Anomaly detection, predictive signals, reporting packs, orchestrated workflow. | Recoverable yield surfaced, faster reporting, stronger action coordination. |
| I3 · Portfolio AI Orchestration Program | Large portfolios scaling AI-assisted control across many assets. | 100 MW+ across multiple plants. | Fleet rollout, BI integration, governance and escalation design. | Better control at scale, stronger governance, and clearer performance narrative. |
Book a utility / IPP portfolio review
Discuss the right package for your asset base, reporting workflow, governance model, and yield improvement priorities.