AI-Powered Solar Panel Efficiency Optimization

Prevent 30-40% efficiency loss with intelligent monitoring, predictive maintenance, and automated cleaning.

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95% Detection Accuracy
24/7 Autonomous Monitoring
100% Automated Cleaning
The Challenge

The Solar Efficiency Challenge

Dust, debris, and reactive maintenance erode generation capacity. Urza delivers proactive insight and automation to reclaim lost revenue.

40%

Efficiency lost in weeks

14 days

Time to manual cleaning

₹6.5L

Loss per megawatt

11

Reactive outages yearly

The Problem

  • Dust accumulation slashes output by up to 40% within weeks.
  • Manual cleaning cycles are costly, inconsistent, and labor intensive.
  • Undetected losses lead to significant revenue leakage every month.
  • Traditional monitoring reacts after efficiency has already dipped.
₹420 Crores Lost annually across large-scale solar farms

Our Solution

  • MobileNetV4-powered vision detects dust, debris, and hotspots in real time.
  • Predictive maintenance scheduling halves unplanned downtime.
  • Automated, water-efficient cleaning cycles trigger exactly when required.
  • Command center dashboards deliver actionable alerts before losses escalate.
Before
Dirty solar panel Clean solar panel
After
Three-Phase Intelligence

Intelligent Three-Phase Approach

From AI-powered detection to predictive scheduling and water-efficient robotics, Urza orchestrates each stage of solar maintenance with precision.

AI Vision Detection

MobileNetV4-powered vision identifies dust, hotspots, and shading anomalies within seconds of image capture.

  • 93% accuracy across 38,000+ labeled samples
  • Edge or cloud inference options
  • Severity classification with confidence score

Predictive Scheduling

ML forecasting combines weather, soiling rates, and sensor data to recommend the next optimal cleaning window.

  • 24-hour & 7-day degradation forecasts
  • Weather-adjusted maintenance windows
  • Automated alerts before efficiency drops

Water-Efficient Robotics

Dual-mode robotic cleaners deploy dry brushing or misting based on dust density and weather forecasts.

  • 60% less water usage per cycle
  • Manual override with remote diagnostics
  • Safety interlocks & on-site compliance

Surface Intelligence in Under 3 Seconds

Upload drone or on-site camera imagery to receive real-time cleanliness scoring, hotspot detection, and anomaly classification. Urza’s active learning adapts to new environments for continuously improving accuracy.

  • Supports RGB, thermal, and multispectral imagery
  • Auto-segmented outputs for impacted zones
  • REST APIs and MQTT streams for external systems

Forecast Efficiency Loss Before It Happens

Hyperlocal meteorological feeds, particulate forecasts, and Urza’s historical datasets converge to forecast efficiency loss—allowing operations teams to plan cleaning in advance.

  • Dynamic thresholds tuned per installation type
  • Weather risk scoring with actionable insights
  • Integrates with calendars & CMMS systems

Autonomous Cleaning That Conserves Water

Trigger cleaning cycles remotely or let Urza’s automation routines engage based on predicted energy loss and water availability. Select dry or mist modes instantly.

  • Real-time equipment telemetry and status
  • Fail-safe shutdown and manual override modes
  • Analytics on water usage, energy gain, and payback
Technology Foundation

Built on Proven AI & Robotics Infrastructure

Urza unifies state-of-the-art machine learning, industrial IoT, and resilient cloud services to deliver reliable solar performance at scale.

MobileNetV4 AI Model

Lightweight yet powerful model trained on diverse solar environments with continual learning for new geographies.

View Architecture

IoT Sensor Array

Radiation flux, humidity, temperature, and particulate sensors stream telemetry to the command center 24/7.

Sensor Specs

High-Fidelity Dataset

38,000+ curated images across Indian climate zones deliver unmatched accuracy in dust and defect recognition.

Dataset Insights

Scalable Cloud Platform

AWS-native microservices ensure high availability, autoscaling ingestion, and enterprise-grade security posture.

Infrastructure Overview
Urza automation pipeline Diagram showing how Urza moves from data collection to AI analysis, prediction engine, robotic action, and continuous feedback. 📡 Data Collection Sensors & drones ingest field data 🧠 AI Analysis Vision models detect dust & faults 📊 Prediction Engine Forecasts efficiency loss & ROI 🤖 Robotic Action Cleans & restores panel output ♻️ Continuous Feedback Insights loop back to enhance AI
Data Collection → AI Analysis → Prediction Engine → Robotic Action → Continuous Feedback
Command Center

Monitor, Analyze & Control from One Interface

Get a comprehensive view of solar health with live KPIs, AI analysis, and robotic control—optimized for desktop and tablet operations.

Dashboard KPIs overview
Real-time KPIs with customizable thresholds and severity indicators.
ML vision analysis interface
AI vision analysis visualizes dust coverage and confidence regions.
Efficiency prediction charts
Efficiency predictions with trend charts and cleaning recommendations.
Automated cleaning controls
One-click cleaning control with mode selection and safety confirmations.
  • Live KPI tiles with anomaly detection
  • AI analysis timeline & asset history
  • Efficiency loss forecasting & ROI tracking
  • Robotic cleaning controls with execution logs
Try Dashboard Demo
Impact at Scale

Quantify the ROI of Clean Solar Arrays

Urza delivers measurable efficiency gains for utility, commercial, and industrial installations across India’s varied solar zones.

India map showing Urza coverage zones
North Zone
West Zone
South Zone
East Zone
₹12 Cr Annual revenue loss prevented
35% Average efficiency gain
520+ Installations monitored
60% Water usage reduction
Zone Dust Severity Avg Loss Without Urza Urza Efficiency Gain
Northern India High 35% +32%
Western India Very High 40% +38%
Southern India Medium 25% +22%
Eastern India Medium 28% +25%

Calculate Your Savings

Annual energy loss avoided --
Revenue loss prevented --
Water saved per year --
Projected ROI (12 months) --
Social Proof

Trusted by Solar Leaders

Operations teams across utility-scale and commercial solar deployments choose Urza to deliver consistent energy output.

“Urza helped us recover 35% efficiency loss in just three months. The ROI was phenomenal.”
Portrait of Rajesh Kumar
Rajesh Kumar Operations Manager, SolarTech Industries
★★★★★
“The predictive analytics saved us lakhs every quarter in manual cleaning costs.”
Portrait of Priya Sharma
Priya Sharma CEO, GreenEnergy Solutions
★★★★★
“Real-time monitoring and automation transformed our maintenance operation.”
Portrait of Amit Patel
Amit Patel Technical Director, MegaSolar Farms
★★★★★
“Water-efficient cleaning gives us sustainability ROI alongside energy gains.”
Portrait of Radha Singh
Radha Singh Head of Sustainability, SunRise Utilities
★★★★★

Partners & Clients

Success Stories

Gujarat solar farm

35% Efficiency Recovery in Gujarat

How Urza reclaimed ₹1.2 Cr annually for a 40 MW solar farm.

Read Full Story
Rajasthan solar installation

Water Usage Cut by 60% in Rajasthan

Robotic cleaning optimized water consumption at a desert installation.

Read Full Story
Commercial solar rooftop

₹50L Loss Prevented in Maharashtra

Predictive maintenance avoided downtime for a commercial rooftop.

Read Full Story
Pricing

Flexible Plans for Every Deployment

Choose the plan that aligns with your solar scale and operational maturity.

Residential

Basic

₹4,999/month

  • Monitor up to 10 panels
  • Weekly AI surface analysis
  • Email notifications
  • Manual cleaning alerts
Learn More
Most Popular

Professional

₹14,999/month

  • Up to 100 panels monitored
  • Daily AI insights & predictions
  • Automated cleaning scheduling
  • Predictive maintenance alerts
  • API & webhook integrations
  • Priority support
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Solar Farms

Enterprise

Custom Pricing

  • Unlimited panels & assets
  • Dedicated account manager
  • Custom dashboards & SSO
  • Robotics integration suite
  • On-site onboarding
  • 24/7 multi-channel support
Contact Sales
30-Day Money-Back Guarantee No questions asked if Urza doesn’t deliver measurable gains.

Not sure which plan fits best? Our experts will evaluate your configuration and recommend the optimal tier.

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Ready to Maximize Your Solar Efficiency?

Join 500+ installations that trust Urza to safeguard their solar output.

  • Start a 30-day free trial
  • No credit card required
  • Guided onboarding under 10 minutes
  • Cancel anytime
SSL secured & GDPR compliant
24/7 human support
Fast, guided onboarding
520+ Installations
₹10 Cr+ Savings generated
95% Customer satisfaction
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