Fragmented monitoring
Different inverter brands and meters often come with their own portals, logins, and data formats. Comparing sites side by side usually means exporting and stitching data by hand.
In development · pilot conversations open
HelioWatch is a solar performance monitoring platform for teams responsible for more than one site. It is being built to bring compatible inverter and meter data into one workspace, compare output against expectations, and help you decide which issues deserve a truck roll first.
For commercial solar operators, installers, O&M providers, and businesses managing multiple sites.
Product preview
This is an illustrative concept of the HelioWatch workspace. Every site, value, and alert below is sample data created for this preview — it does not represent a real customer, installation, or measurement.
Fleet overview
Sample portfolio · 6 sites
Select a site to update the charts.
| Site | Status | Perf. index |
|---|
The problem
As portfolios grow, performance data spreads across vendor portals and spreadsheets. Small losses go unnoticed, and maintenance teams spend time deciding where to go rather than fixing things.
Different inverter brands and meters often come with their own portals, logins, and data formats. Comparing sites side by side usually means exporting and stitching data by hand.
A string fault, soiling, or a tripped breaker can lower output without triggering a hard alarm. When nobody is comparing actual output to what the weather should have produced, the gap can persist for weeks.
Without a consistent view of which issues cost the most generation, crews are dispatched by whichever alert arrived last or whichever customer called — not by impact.
Planned capabilities
These capabilities are in design and development. Scope and timing will be shaped with pilot participants.
One workspace for every connected site, with a consistent status model so you can scan a portfolio instead of logging into each vendor portal.
Daily, weekly, and seasonal generation trends per site and per inverter, so gradual degradation is visible alongside sudden drops.
Compare actual output with an expected value adjusted for irradiance and temperature, so a cloudy week is not mistaken for a fault.
Models that flag output patterns deviating from a site's established baseline — designed to surface issues that fixed thresholds miss.
An alert queue ranked by estimated generation impact and persistence, helping teams decide which sites deserve attention first.
Scheduled summaries of performance, open issues, and resolved actions for internal teams, asset owners, or site customers.
How it works
Link supported inverter APIs, meters, or gateways for each site. Compatibility is confirmed per site before onboarding.
Use historical output, system characteristics, and weather data to model what each site should be producing.
Continuously compare actual with expected output and flag persistent or unusual gaps, rather than one-off dips.
Work through a prioritised queue, record what was found on site, and track whether performance recovers.
Planned architecture
The architecture below reflects the current plan for HelioWatch. It is not yet deployed in production and may change as pilots inform the design.
Site data
Compatible inverters, meters & gateways
Ingestion
AWS IoT Core
Receives device and gateway telemetry over secure, authenticated connections.
Storage
Amazon S3
Holds historical generation and weather data used for baselines and reporting.
Analysis
Amazon SageMaker AI
Trains and runs anomaly detection models against each site's baseline.
Notification
Amazon SNS
Sends alerts to operators and maintenance teams by email, SMS, or webhook.
Integration requirements
HelioWatch does not support every device. Access to a site's data depends on the equipment installed and how it can be reached. During a pilot we review each site to confirm what is possible before committing.
Manufacturer or monitoring-portal APIs that allow authorised access to production data. Availability, data resolution, and rate limits vary by vendor and account type.
Meters that can report interval data through a readable protocol or an existing data logger.
On-site gateways that can forward telemetry securely to a cloud endpoint. Some sites may need a compatible gateway installed.
System size, orientation, tilt, and location are needed to build a meaningful expected-output baseline.
Written authorisation from the site owner or operator to access its data, plus any credentials or API keys the vendor requires.
About
HelioWatch is a solar performance monitoring platform currently in development. Our goal is simple: help teams responsible for several solar installations spend less time hunting for problems and more time fixing the ones that matter.
We would rather build a narrow tool that works well for real maintenance workflows than a broad one that looks good in a demo. That is why we are looking for a small number of pilot partners to shape what we build first.
FAQ
Not yet. HelioWatch is in development. We are speaking with operators interested in a pilot to help shape the first release.
We don't claim universal support. Compatibility depends on whether your equipment exposes data through an accessible API, meter interface, or gateway. We assess this site by site before any pilot begins.
No. It is an illustrative preview using fictional sample data to show the intended workflow. It does not reflect any real site or measurement.
We can't say, and we won't guess. Outcomes depend on each portfolio's equipment, condition, and existing processes. Measuring real impact is one of the goals of a pilot.
It is designed to sit alongside them, bringing compatible data into one view. Vendor portals may still be needed for device configuration and warranty processes.
The planned architecture uses AWS services, with historical data stored in Amazon S3. Specific regions, retention, and access controls will be agreed with pilot participants.
Typically a short discovery call, a compatibility review of a few representative sites, and an agreed period of monitoring and feedback. Terms are discussed individually.
Pilot interest
Tell us a little about your sites and the monitoring challenges you face. We'll follow up to talk through fit and equipment compatibility. Registering interest does not commit you to anything.