Patterns

Copy-paste-ready pipeline recipes for common ODS-E workflows. Each pattern includes complete working code.

• Basic: Transform + Validate — The simplest ODS-E pipeline
• Trading Settlement Pipeline — Transform, enrich with market context, validate against a conformance profile
• Building Energy Benchmarking — Join ODS-E data to NREL ComStock/ResStock for EUI analysis
• LLM RAG with ODS-E Metadata — Structured retrieval for municipality-aware energy assistants
• Production Case Study: Multi-OEM Forecasting Pipeline — How the Ona Intelligence Layer uses ODS-E transforms in production
• Municipal Emissions Attribution — Disaggregate citywide CO₂ by building sector, vintage, and end use
• Upgrade Scenario Modeling — Model what-if retrofit impacts on energy and emissions
• Cross-City Benchmarking — Compare cities side-by-side with consistent methodology
• Maintenance Event Triage — Respond to SCADA alarms using ERP enrichment data for dispatch decisions