🚀 Incubator Program 2026 · Como-Lecco

AI Diagnosis of solar panels in 30 milliseconds

SolarGuard is the intelligent digital platform that automates photovoltaic maintenance. Upload a photo or drone video and get an instant diagnosis, reducing inspection costs by 40%.

✓ OK · 98%
⚠ Hotspot
0
ms inference time
0
% fewer false positives
0
% inspection costs
0
% AI precision

The hidden inefficiency of photovoltaics

Invisible micro-damage degrades solar cells causing significant economic losses for owners and companies.

⚠️

The Problem

Cracks, hotspots and micro-fractures in silicon are invisible to the human eye but compromise panel efficiency.

  • Expensive manual inspections with thermal cameras
  • False positives from cloud reflections and shadows
  • Long and non-scalable analyses
  • Estimated economic losses up to 30%

The SolarGuard Solution

Upload a smartphone photo or commercial drone video and get an instant, precise diagnosis.

  • Automatic detection in less than 30 ms
  • Algorithms that ignore reflections and shadows
  • Geospatial mapping of defects
  • Economic estimate of losses on the bill

Everything needed for predictive maintenance

A complete platform for private users, technicians and B2B installers

📸

Flexible Upload

Upload smartphone photos or RGB commercial drone videos. No dedicated thermal hardware required.

🧠

Advanced YOLO AI

Proprietary algorithm with C2f-LRFCA and MEUM modules that isolate panel perimeter from the roof.

🗺️

Geospatial Map

Precise damage localization on interactive map with PostGIS database and temporal history.

💰

Economic Estimate

Automatic calculation of lost energy translated into "estimated bill loss" for each defect.

📊

Multi-Tenant Dashboard

Centralized management of hundreds of clients with professional PDF reports and intervention planning.

🔌

API Integration

APIs ready to integrate the ML engine into third-party platforms: drones, FSM, energy utilities.

Technology Stack

Scalable infrastructure and state-of-the-art proprietary algorithms

🚀 Backend & AI

Ultra-fast GPU inference with asynchronous pipelines for heavy drone videos.

FastAPI Python ONNX Runtime CUDA TensorRT Celery Redis

🗄️ Geospatial Database

Data persistence and defect time-lapse with advanced spatial queries.

PostgreSQL PostGIS Time-Series

🎨 Frontend & UX

Reactive enterprise interfaces with interactive maps and dynamic canvases.

Next.js React TailwindCSS Leaflet.js Mapbox HTML5 Canvas

🧬 Proprietary R&D

Custom mathematical modules integrated into YOLOv8m/v11m for millimetric precision.

C2f-LRFCA MEUM ShapeIoU PyTorch Ultralytics

The SolarGuard Dashboard

Real-time monitoring of all your photovoltaic systems

🏢 Fleet Systems · North Milan

Last update: 2 minutes ago

● Live
Panels Monitored
2,847
↑ +12% this month
Average Efficiency
94.2%
↑ +2.1% vs last month
Anomalies Detected
23
↓ 8 critical
Estimated Savings
€18.4K
↑ annual

🗺️ Roof Map · Building A

🔔 Recent Alerts

Critical hotspot
Panel A-14 · Loss 32%
Micro-fracture
Panel B-07 · Loss 12%
Accumulated dirt
Panel C-22 · Loss 8%
Inspection completed
42 panels analyzed
Report generated
PDF sent to client

Plans designed for every need

From private to enterprise, scalable and transparent solutions

B2C · Private

Pay-per-Analysis

€19,99 / analysis
  • Single photo or video upload
  • Health status report
  • Bill loss estimate
  • Repair recommendations
  • Email support
Try Now
Enterprise

API Integration

Custom
  • Pay-per-API-call
  • Dedicated ML engine
  • On-premise integration
  • Guaranteed 99.9% SLA
  • Dedicated account manager
  • Custom model training
Contact Us

An exploding market

The photovoltaic boom creates unique opportunities for intelligent maintenance solutions

Dual Multi-Tenant Target

  • 🏢
    Core B2B
    O&M companies, PV installers, general contractors, energy communities
  • 🏠
    B2C Residential
    Private owners of residential systems seeking immediate diagnostics
  • 🚁
    Strategic Partners
    Drone manufacturers (DJI, Parrot), FSM software, on-demand drone marketplaces
  • Energy Utilities
    Integration of ML engine into energy management platforms

📈 Market Growth

PV Italy (GW) 30 GW
O&M Market (CAGR) +18%
Residential Systems 1.2M
AI Inspection Penetration <5%

Skills at the service of innovation

A lean and specialized team for a scalable product

UA

Umar U. Anwar

CEO & AI Engineer

Specialist in Computer Vision and Deep Learning with focus on custom YOLO models and Edge AI optimization.

PyTorch YOLO ONNX CUDA
FC

Full-Stack Architect

Cloud & Backend Lead

Expert in scalable architectures, asynchronous pipelines and complex geospatial databases.

FastAPI PostgreSQL AWS Redis
BD

Business Developer

Product & Sales

Commercial validation, strategic partnerships and B2B/B2C go-to-market development.

Sales Partnership Strategy Growth

Ready to revolutionize solar maintenance?

Join the predictive maintenance revolution. Request a personalized demo and discover how much you can save.

📧 Contact Us 🎯 Try the Demo