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, per-inverter revenue attribution, and deterministic settlement workflows — with JEPA + Nehanda bounded intelligence available via UI and SDK.
- Day-ahead and medium-horizon forecasts grounded in site telemetry
- Forecast outputs aligned to settlement and PPA workflows
- Trading & settlement modules via dashboard or SDK
Build Energy Data Tools With Governed SDLC Controls
Building energy data tools requires strict execution controls. Nehanda CLI is the local terminal harness engineered for power data developers — with automatic inverter telemetry normalization, governed SDLC controls, and local SQLite auditability.
- Automatic ODS-E telemetry normalization across 25+ inverter OEMs
- Deterministic 6-phase SDLC state machine to prevent unverified code changes
- 100% owned, air-gapped SQLite transcript logging for compliance
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 — Domain AI & Governed Harness
Nehanda is the 27B model fine-tuned for RAG synthesis and zero-fabrication refusal, available open-weight on Hugging Face or accessible locally through Nehanda CLI — the governed terminal harness for energy data engineering.
Why Customers Choose Asoba
Not another monitoring dashboard. Not another generic chatbot. A fundamentally governed architecture — and it's why teams switch, whichever track brought them here.
| Dimension | Asoba | Traditional / General AI |
|---|---|---|
| Data Integration | ✓ Minutes to integrate major OEMs. pip install odse. Modular access via SDK. pip install asoba | ✗ 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 / Tool Governance | ✓ Governed 6-phase SDLC state machine. Air-gapped SQLite audit log. Refuses fabrication. | ✗ General LLM. Unchecked agent execution, hallucinated test passes, zero audit trails. |
| 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
Nehanda CLI Pipeline
Not Sure Which Track Fits?
Tell us what's costing you money — underperformance, unreported value, purchasing decisions, or custom tooling governance — and we'll point you to the right product. Or install the open standard yourself, free, today.