Delivered·Dashboards & intelligence ·SaaS & software·germany

Confidential engagement

Automated ESG data aggregation and scoring pipeline for asset managers and institutional investors, collecting sustainability data from multiple sources, standardizing metrics, and generating ESG ratings aligned with MSCI, Sustainalytics, and EU Taxonomy standards.

Next.jsTypeScriptData pipeline orchestration (Airflow/dbt)Multiple API integrations (company financials, news, satellite)ML model training for scoringSupabase for rating storage and versioning

Confidential engagement · germany

What we built

01Multi-source data ingestion (company reports, news feeds, satellite imagery, supply chain data)

02Data standardization and harmonization across ESG frameworks

03Automated metric calculation (carbon intensity, water usage, labor metrics)

04Scoring engine (E/S/G pillars, weighted factor models)

05Real-time ESG rating updates based on news and events

06EU Taxonomy and SFDR compliance mapping

07Portfolio ESG analytics and exposure reports

08Alert system for ESG controversies and downgrade risks

Technical stack

Next.jsTypeScriptData pipeline orchestration (Airflow/dbt)Multiple API integrations (company financials, news, satellite)ML model training for scoringSupabase for rating storage and versioningReal-time alert systemPDF/Excel export for regulatory reporting

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