🏆 Edison Awards 2026 Finalist
🤝 Black & Veatch IgniteX
🌱 NREL Industry Growth Forum
☀️ RE+ Las Vegas
🤖 Autonomous Agent Digital Twins Roadmap
💻 AMD Developer Program
🚀 Google for Startups
🧠 NVIDIA Inception Program
☁️ Google NEXT Las Vegas
🏆 Edison Awards 2026 Finalist
🤝 Black & Veatch IgniteX
🌱 NREL Industry Growth Forum
☀️ RE+ Las Vegas
🤖 Autonomous Agent Digital Twins Roadmap
💻 AMD Developer Program
🚀 Google for Startups
🧠 NVIDIA Inception Program
☁️ Google NEXT Las Vegas
INDUSTRY SOLUTION

Portfolio Risk &
Investment Analysis

Standardized risk scoring across your entire portfolio. Compare 500+ sites with consistent physics-based KPIs, financial sensitivity modeling, and AI-driven insights.

The Challenge

Inconsistent Data Is Undermining Portfolio Investment Decisions

Institutional solar investors manage portfolios of 50-500+ sites across diverse geographies. Each site has unique risk profiles — seismic exposure in California, flood risk in Texas, hail vulnerability in Colorado, erosion challenges in Appalachia. Yet traditional portfolio analysis relies on spreadsheets populated with data from different consultants, collected at different times, using different methodologies. Capital allocation decisions worth $100M or more depend on comparing sites that were never assessed on equal terms.
$100M+
Capital allocation decisions made with inconsistent site data
50-500
Sites per portfolio requiring standardized comparison
4+ Yrs
Median time from interconnection request to operation
The Earthflow Solution

One Platform. One Methodology. Every Site in Your Portfolio.

Earthflow provides consistent, physics-based analysis across every site in a portfolio using the same 12 modules, 43+ KPIs, and authoritative data sources. Cirra AI enables natural-language portfolio queries, side-by-side site comparisons, and financial sensitivity modeling — all from a single platform.
📊
Portfolio-Wide Search
Query 1,200+ sites with filters: state, minimum viability score, maximum risk cost. Natural-language queries via Cirra AI: "Show me all Texas sites with viability above 70 and flood risk below moderate."
⚖️
Side-by-Side Comparison
Compare 2-5 sites across 10+ dimensions: viability score, risk cost, bearing capacity, slope, flood risk, seismic exposure, erosion, tree cover, transmission distance, and construction complexity.
💹
Financial Sensitivity Modeling
NPV, IRR, LCOE, DSCR with conservative, balanced, and aggressive scenarios. 5-25 year cash flow projections with sensitivity to energy prices, discount rates, and capacity factors.
🗺️
Grid-Level Spatial Analysis
Cell-by-cell suitability heatmaps with 8 satellite overlay maps. Identify optimal placement zones within each site. Configurable grid sizes from 5x5 to 25x25.
The Impact

Consistent Data Drives Better Capital Allocation

Stop comparing apples to oranges. When every site in your portfolio is assessed with the same physics engine, the same data sources, and the same KPI framework — investment decisions become truly data-driven.
43+
Standardized KPIs
Construction risk, insurance premiums, financing costs, and O&M factors — consistently calculated across every site using identical physics models.
25 Yr
Cash Flow Projections
Financial modeling with user-overridable market assumptions. Break-even analysis, risk evolution forecasts, and portfolio optimization scenarios.
10+
Comparison Dimensions
Side-by-side analysis across viability, cost, geotechnical, hydrological, seismic, ecological, and infrastructure metrics.
Real-Time
Portfolio Queries
Natural-language search across your entire portfolio via Cirra AI. Filter, sort, and rank sites on any combination of KPIs.
Metric Traditional Approach With Earthflow
Data consistency Varies by consultant and vintage Same 12 modules, same timestamp
Risk scoring Subjective 1-5 ratings Physics-based 0-100 viability score
Financial modeling Spreadsheet-based, manual Automated NPV/IRR/LCOE/DSCR
Site comparison Side-by-side spreadsheets 10+ dimension automated comparison
Portfolio queries Manual data retrieval Natural-language AI search
Spatial analysis Not available Grid-level suitability heatmaps

Ready to Optimize Your Portfolio?

See how Earthflow standardizes investment intelligence across your sites.

See Earthflow in Action Explore All Solutions