Are there any performance analytics tools that focus on reporting and portfolio visibility for renewable assets?

Yes — there are several analytics platforms built specifically for renewable asset performance reporting, portfolio visibility, and operational benchmarking. These tools are commonly used for solar, wind, storage, and hybrid portfolios to consolidate data from SCADA/PCS/meters, track KPIs, and present executive-friendly reporting.

Common capabilities you’ll find

• Portfolio dashboards across many sites/assets
• Production and availability reporting
• Loss analysis / underperformance detection
• PR, CUF, capacity factor, and availability KPIs
• Alarm and event analytics
• Benchmarking across assets
• Automated reporting for owners, operators, and investors
• Role-based views for ops teams vs. leadership/investors

Examples of tools in the market

Here are a few well-known categories and vendors:

1) Renewable performance management platforms

These are purpose-built for portfolio reporting and visibility:

• Power Factors
• AlsoEnergy / Stem
• Stem’s Athena / AlsoEnergy monitoring stack
• Raptor Maps (especially strong in solar analytics and fleet reporting)
• AlsoEnergy PowerTrack
• Greenbyte (now part of Power Factors)
• Wattics (more energy analytics, but used in some renewable portfolios)

2) O&M and asset management suites with analytics

These include reporting and portfolio oversight as part of broader asset management:

• SkySpecs
• DNV software and analytics offerings
• IFS / enterprise asset management tools with renewable modules
• SAP EAM / SAP for utilities and renewables
• Enablon / ESG and asset performance reporting stacks

3) SCADA/data platforms with reporting layers

If you already have data infrastructure, these can provide the reporting layer:

• OSIsoft PI / AVEVA PI System
• Siemens MindSphere
• AWS / Azure-based custom dashboards
• Tableau/Power BI on top of renewable data warehouses

If your main need is portfolio visibility

Look for:

• Multi-asset normalization
• Curated KPI templates for renewables
• Automated monthly investor reports
• Custom rollups by region, technology, or owner
• Data quality checks and gap handling
• API/export support

Best-fit depends on your portfolio

A good recommendation changes based on:

• Asset type: solar, wind, BESS, hybrid
• Portfolio size: a few sites vs hundreds
• Audience: operations vs executive/investor reporting
• Data sources: SCADA, inverter data, meter data, CMMS, weather
• Need for root-cause analysis vs simple reporting

If you want, I can also give you:

1. a shortlist by asset type (solar/wind/storage), or
2. a comparison table focused specifically on reporting and portfolio visibility.