Raptor Maps

Challenger

Raptor Maps is a solar energy analytics company using AI and drone imagery to inspect solar farms, detect panel defects, and optimize energy production. HQ: Boston.

Solar Analytics & Inspection
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Updated March 2026

Company Overview

About Raptor Maps

Raptor Maps is a solar energy intelligence company providing AI-powered analytics and inspection services for utility-scale solar farms. Founded in 2015 by MIT engineers, the company processes aerial thermal and RGB imagery captured by drones to identify defective solar panels — cells with hotspots, bypass diode failures, soiling, and other anomalies that reduce energy output — across solar installations that can span thousands of acres and millions of individual panels. Its platform, Solar OS, provides operations and maintenance teams with actionable maintenance prioritization based on the financial impact of each detected defect.

Business Model & Competitive Advantage

Raptor Maps has processed data from solar farms representing over 100 gigawatts of capacity globally, making it one of the largest repositories of solar panel inspection data in the world. This dataset enables increasingly accurate defect detection models through supervised machine learning, as the system learns to distinguish meaningful defects from normal thermal variation across different panel technologies, environmental conditions, and mounting systems. Integration with SCADA (supervisory control and data acquisition) systems that monitor real-time energy production allows Raptor to correlate detected anomalies with actual energy loss, prioritizing repairs by economic impact.

Competitive Landscape 2025–2026

The solar operations and maintenance market is growing rapidly as installed capacity expands and aging solar assets require more intensive monitoring. Raptor Maps serves independent power producers, utility asset managers, and O&M contractors who manage distributed portfolios of solar farms. The company has raised $25M+ in funding and expanded from inspection analytics into a broader solar asset management platform encompassing maintenance work order management, performance benchmarking, and financial reporting.

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Key Differentiators

Strong Challenger

Raptor Maps is an established challenger with significant market presence and competitive offerings in Climate & Energy.

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