Panel-Level Intelligence
We use patented drone sensing to deliver first-of-its-kind, panel-level intelligence—revealing micro-defects, panel identifiers, and performance risks at millimeter precision so solar owners can make smarter, lower-risk asset decisions.
Solar analytics are only as reliable as the data behind them.
Introducing panel-level intelligence.
This isn’t just a new class of drone data. It’s the full power of AI applied at the panel level—unlocking deeper site intelligence and enabling smarter, higher-confidence decisions.
Replace guesswork with measurable truth.
Panel-level intelligence delivers millimeter-precision visibility into individual solar modules, enabling defensible warranty claims, accurate QA/QC validation, and proactive maintenance. The result is higher-confidence analytics, smarter capital decisions, and lower lifecycle risk across the portfolio.
Panel-Level |
Macro-Level |
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Defect |
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Millimeter-Level VisibilityMicrocracks and fine defects detectable at millimeter scale. |
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Hidden DefectsMicrocracks, cell fractures, snail trails, and edge chips are often invisible. |
Root Cause |
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Clear Fault DifferentiationClear differentiation between structural damage, soiling, and reflection artifacts. |
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Blurred Root CausesHard to distinguish panel damage from glare, dirt, or shadow. |
Measurement |
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Millimeter MeasurementsEnables engineering-grade measurement extraction. |
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No PrecisionPixel size too large for precise dimensional measurements. |
Geolocation |
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Exact Panel IdentificationPrecise module-level geolocation and indexing. |
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Uncertain Module MappingDifficult to reliably map defects to exact module. |
Warranty |
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Defensible DocumentationEngineering-grade documentation suitable for warranty support. |
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Weak Claim SupportInsufficient visual clarity for defensible claims. |
Analytics |
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High-Confidence AnalyticsHigher confidence AI classification and reduced error rates. |
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Unreliable AI SignalsAI models prone to false positives/negatives due to pixelation. |
Long-Term |
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Proactive MaintenanceEstablishes durable, decision-grade baseline imagery. |
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Reactive MaintenancePoor baseline for degradation tracking. |
Uses
Identify Micro-Cracks
The study demonstrates that sub-millimeter RGB imagery collected by drones can reliably detect, rank, and spatially map panel-level cracking across thousands of modules under real-world conditions.
Uses
Extract Panel IDs
Visual Intelligence’s aerial imaging and AI-powered OCR capture ~0.2 mm panel-level data to autonomously read module IDs and build a continuously updated identity database, unlocking true digital asset intelligence across performance, defects, and warranty.
Don’t choose between accuracy or coverage.
Our patented dual-sensor payload delivers sub-millimeter accuracy and complete panel coverage. Developed through years of innovation, global patents, and partnerships with Sony and Gremsy, it eliminates the tradeoff between resolution and coverage while safely capturing every panel end-to-end.
Safer Standoff Distance
Perform safer drone flights with a farther panel standoff distance.
More detail per photo
Capture more detail per photo with twin 120MP sensors.
Optimized field of view
Capture more panel area and make less errors with an optimized field of view.
Improved panel coverage
Digitize an asset from simultaneous angles for coverage and depth.
Don’t worry.
We also deliver data across the full spectrum of sensors and quality levels to fit your needs.
We match the right technology to your specific need, from high-resolution measurements to broader-scale insights—so every decision is backed by the precision and reliability it requires.
- RGB Imagery: (10-20mm GSD)
RGB Imagery: (0.2-1.0mm GSD)
- Thermal Imagery (IR): (10-20mm GSD)
- 2D Orthomosaic: (10-20mm+ GSD)
- DSM: (10-20mm GSD)
CAD Map: n/a
3D Model: (5-10cm)
AI Analysis: Yes
And More