Same Data. Four Different Jobs.
Pick the One That's Costing You Money.
Asoba turns fragmented, vendor-locked energy telemetry into decision-grade intelligence. Every product below runs on the same underlying data layer — which one you need depends on the problem you're actually trying to solve.
Find and Fix Underperformance Before It Costs You Again
Ona continuously evaluates telemetry streams for performance anomalies and fault conditions, physics-based rather than threshold alerts — so you get financial impact per inverter, not just a warning light.
- Physics-based anomaly detection on 5-minute telemetry
- Financial impact quantified per inverter, not just flagged
- Energy-at-Risk reports prioritize maintenance by revenue impact
Turn Telemetry You Already Have Into Reportable Value
The same SCADA data powering your forecasts also drives your carbon footprint, ESG reporting, and settlement certificates — no extra sensors, no additional integrations.
- Carbon credits and ESG reports generated from existing telemetry
- Automated wheeling and settlement certificates
- Unified data layer across owner, O&M contractor, and insurer
Make Better Purchasing, PPA, and Trading Decisions
Day-ahead and site-tuned production forecasts, calibrated to real operational conditions, feed directly into settlement and trading workflows — paired with regional market data for context on price and demand.
- Day-ahead and medium-horizon forecasts grounded in site telemetry
- Forecast outputs aligned to settlement and PPA workflows
- SAPP regional pricing and cross-border TOU differentials
De-Risk a Deal With Cited, Ground-Truth Research
Energy deals across the continent fail for reasons that don't show up in financial models. Zorora correlates fragmented regulatory notices, SAPP price feeds, and geospatial data to give investment teams evidence-grounded, cited research instead of general-purpose LLM guesswork.
- Regional diligence across SADC markets with cited sources
- Market arbitrage analysis across SAPP pricing and TOU differentials
- Geospatial discovery for generation assets and mineral deposits
How It Works, Under the Hood
All four products above run on the same three-layer stack. This section is for technical evaluators and procurement doing vendor comparison — not required reading to pick a product.
ODSE — Open Data Schema for Energy
One schema for all OEMs. pip install odse transforms data from any inverter manufacturer, eliminating 120–160 hours of per-vendor integration engineering. Apache 2.0 / CC-BY-SA, community-driven.
Ona — Commercial Intelligence Platform
The monitoring and intelligence platform built on ODSE. Per-meter anomaly detection at $15/meter/month, carbon/ESG reporting, PPA management, trading & settlement intelligence — powers the Performance and Monetization tracks above.
Nehanda & Zorora — Domain AI
Nehanda is the 27B model (Apache 2.0, fine-tuned via a 5-stage QLoRA pipeline) that powers Zorora's cited, evidence-grounded research — the engine behind the Optimization and Diligence tracks above.
Why Customers Choose Asoba
Not another monitoring dashboard. Not another chatbot. A fundamentally different architecture — and it's why teams switch, whichever track brought them here.
| Dimension | Asoba | Traditional / General AI |
|---|---|---|
| Data Integration | ✓ One open schema. pip install odse. Hours to integrate any OEM. | ✗ Per-vendor pipelines. 120–160 hrs per OEM. Vendor lock-in. |
| Anomaly Detection | ✓ Physics-based. 5-minute telemetry. Financial impact per inverter. | ✗ Threshold alerts. Manual investigation. No financial attribution. |
| AI / Analysis | ✓ Domain-specific. Epistemic robustness. Cited sources. | ✗ General LLM. Hallucination risk. Fabricated citations. |
| Reporting | ✓ Automated ESG, investor, and wheeling reports from existing telemetry. | ✗ Weeks of manual assembly from disconnected sources. |
| Cost to Switch | ✓ Open standard. Switch vendors without rewriting your analytics stack. | ✗ Proprietary formats. Switching = full reintegration. |
Proven in Production
Real assets, real losses identified, real revenue recovered — per track, not pooled.
Gweru Gold Mining
Cummins Portfolio
Avaron Infrastructure
Gweru Gold Mining (forecasting)
Not Sure Which Track Fits?
Tell us what's costing you money — underperformance, unreported value, purchasing decisions, or deal risk — and we'll point you to the right product. Or install the open standard yourself, free, today.