EcoMetrics (TCO Decision Engine)
Live
Techno-economic & climate intelligence: ground-up Total Cost of Ownership (TCO) calculator and environmental claim validation across 75+ SKUs. dbt pipeline with 105+ data quality tests, DuckDB analytics, Streamlit dashboards — transaction-level margin logic, monthly aggregation models, multi-company architecture.
Live demo: Try it at ecometrics.streamlit.app →
Problem
Renw and enterprise partners needed to validate environmental claims, calculate granular total cost of ownership against incumbent plastics/EPS, and make data-driven commercial decisions. Existing market tools could not integrate nested freight physics, regulatory EPR fees, and thermodynamic baselines into one defensible decision engine.
Business Impact
- Live production: ecometrics.streamlit.app — powers Renw commercial operations & enterprise partner pilots
- 105+ automated data quality tests — institutional reliability and audit-proof analytics
- Multi-dimensional decisioning: TCO, margin analysis, supply chain logistics, and EPR compliance in one platform
- Regulatory defensibility: validates environmental claims across 75+ SKUs against emerging greenwashing standards
- Commercial deal conversion: ground-up financial modeling used directly in enterprise sales cycles to prove economic parity
Key Metrics
105+ dbt tests
75+ SKUs
Live Streamlit
TCO Engine