What forecasting delivery methods does HelioExpect offer?

HelioExpect delivers ML-corrected solar forecasts via three methods: (1) Interactive Dashboard with real-time updates, (2) Automated Email delivery with CSV/Excel/PDF formats, and (3) FTP/SFTP integration for seamless system integration.

How does HelioExpect's predictive maintenance work?

Our ML models analyze component health in real-time, providing 0-100% health scores, failure probability, and days-to-failure forecasts. This prevents 30-50% of unplanned downtime by predicting failures days in advance.

What monitoring levels does HelioExpect provide?

HelioExpect monitors at all levels: plant-wide performance, inverter-level efficiency, SCB tracking, and individual string diagnostics. With 74+ visualization types and live WebSocket updates for real-time data.

Does HelioExpect compare forecasts with actual generation?

Yes, our system continuously compares forecasted vs actual generation in real-time, calculating accuracy metrics and automatically adjusting ML models for improved future predictions.

About HelioExpect

Forecasting, monitoring, and procurement software, built by power engineers.

We exist to make renewable energy the most reliable, dispatchable layer of the grid. That means pairing scientific forecasting with operational intelligence so every megawatt is delivered safely, profitably, and sustainably.

Talk to the team Our work

4+ GW

Forecasted capacity

30+

Production sites

Countries

98%

Forecast accuracy

Mission & vision

A single, trusted view of renewable performance.

Our vision is a clean energy ecosystem where asset owners, utilities, regulators, and communities share a single, trusted view of renewable performance — fueling investment and accelerating decarbonization globally.

What sets us apart

Unified platform spanning forecasting, monitoring, predictive maintenance, reporting, and analytics.
ML models tuned to plant-specific behavior with continuous feedback loops and human-in-the-loop QA.
Enterprise-grade security posture, SOC2-aligned processes, and zero-trust architecture across the stack.
Customer success programs that embed our experts alongside your teams from day zero.

Strategic pillars

Built around three guiding pillars.

Energy Certainty for Every Stakeholder

HelioExpect synchronizes solar and wind forecasting, trading, and asset performance so IPPs, utilities, and O&M teams can plan with confidence—no matter the weather.

Operations Without Blind Spots

Our predictive monitoring fabric fuses SCADA, IoT, weather, and ticketing data to surface issues before they cascade across fleets.

Sustainable Growth at Scale

From grid integration to ESG reporting, we empower solar businesses to expand responsibly while meeting regulatory and investor expectations.

Why customers bet on us early

Field validation, enterprise rigor.

We may be a new name, but every feature ships with field validation and enterprise rigor. Operators are choosing HelioExpect because we deliver measurable outcomes from day one and grow alongside their roadmap.

Deployed Across Utility and C&I Fleets

Live environments spanning IPPs, utilities, and O&M providers — diverse climates, asset classes, and regulatory regimes.

Built With Operators, For Operators

Co-create product capabilities alongside asset managers, traders, and field engineers, ensuring features map to day-to-day workflows.

Evidence-Based Outcomes

Customers independently verify our impact: improved forecasting certainty, faster incident response, and higher portfolio availability.

Security & Compliance Ready

SOC2 and ISO27001 aligned processes, SSO, RBAC, and regional data residency requirements out of the box.

Validation highlights

Independent validation reports showcasing 98% forecast accuracy across varied geographies.
Customer references highlighting 30–50% downtime reduction thanks to predictive alerts.
Joint roadmaps with utility partners to meet evolving SLDC and DISCOM compliance mandates.
Transparent onboarding with sandbox access, data integrity checks, and shared success metrics.

How we work

Solar is a team sport.

We invest as much in collaboration and enablement as we do in algorithms, because that's how fleets stay reliable day after day.

Outcomes Over Outputs

We measure success by GWh delivered, downtime avoided, and penalties reduced — not just feature velocity.

Science-Backed Decisions

Every prediction, alert, or recommendation is backed by transparent models, confidence bands, and clear context.

Partnership Mindset

We embed alongside customer teams — sitting with traders, asset managers, and field engineers — so the product solves the actual workflow, not the demo workflow.

Responsible Innovation

Security, compliance, and ethical AI are embedded in our development lifecycle from concept to rollout.

Customer enablement

Every HelioExpect partnership includes tailored programs to ensure rapid adoption, measurable impact, and continuous innovation.

Integration support
Certified integration with SCADA, DAS, ERP, and ticketing platforms — onboarding usually takes 4 hours per site.
On-the-floor enablement
Our engineers sit with your trading desk, asset-management team, or field crews during rollout — until the workflow runs without us.

Work with us

Ready to build the renewable grid?

Talk to the team about joining or partnering with HelioExpect. We're engineers, scientists, and operators building the intelligence layer for clean energy.

Talk to the team See our work