AI · Energy Solar Monitoring EPC + O&M Web App

Millennium Energy, intelligent solar monitoring, built for scale.

An all-in-one platform for solar builders and operators. AI agents watch every plant 24/7, real-time Deye telemetry flows into one portfolio, and construction, billing and maintenance live in a single, bilingual command center.

Client
Millennium Energy
Category
AI · Solar Monitoring
Scope
AI agents · Web app · EPC
Year
2026
The product
Millennium Energy, intelligent solar monitoring dashboard
The challenge

A distributed solar portfolio you couldn't actually see.

Dozens of rooftop plants across a whole region, each with its own inverter and its own PPA contract, and no single place to watch them. Underperformance hid for days, revenue leaked between meter and invoice, and every maintenance trip and construction milestone lived in a separate spreadsheet. Millennium Energy needed one bankable operation: real-time visibility, automatic alerts, and billing that reconciles itself.

What we built

An AI command center for builders and operators.

24/7 AI monitoring agents

Autonomous agents patrol the whole portfolio around the clock, flagging underperformance and anomalies before a human would ever notice.

Preventive diagnostics

Predictive hardware health, shadow and soiling analysis, and peer comparison across plants, catching faults early and scheduling the fix.

Real-time Deye monitoring

Live telemetry from every Deye inverter, power, production, efficiency and status, refreshed continuously on one map and dashboard.

PPA energy invoicing

Per-plant PPA tariffs turn metered energy into automatic invoices and financial reports, closing the gap between production and revenue.

Specialized AI reports

A 24-hour Agent Report plus on-demand executive analyses, forecasts, financial audits and work orders, generated from live data.

Built-in EPC module

Construction tracking, storage, a payments module, vendors and maintenance, the full build-and-operate lifecycle in one place.

The results

One portfolio. Watched every second, billed to the kWh.

+100
Solar plants monitored live
1GW
Installed capacity under management
24/7
Autonomous AI monitoring agents
640Kt/yr
CO₂ avoided, tracked automatically

The platform scales from the first rooftop to a gigawatt-class portfolio. At 1 GW it tracks on the order of 1.6 TWh of clean generation and about 640,000 tonnes of CO₂ avoided every year, all reconciled automatically, straight from the live portfolio rather than a spreadsheet.

Built for

Everyone who builds and runs solar.

Solar builders (EPC)PPA portfolio operatorsAsset owners O&M teamsFinance & billing
Millennium Energy

Build it, watch it, bill it, in one place.

Intelligent solar monitoring with AI agents, EPC and PPA billing, in English and Spanish.

Explore the platform ↗