ESG Reporting

Automate ESG data management and reporting to ensure compliance and transparency.

Business impact

• [{"value": "CO2 emissions", "explanation": "Enables precise tracking and reduction of carbon footprint through accurate data."}, {"value": "Regulatory compliance", "explanation": "Ensures adherence to evolving ESG reporting standards and legal requirements."}, {"value": "Supply chain transparency", "explanation": "Improves visibility into supplier sustainability practices and risks."}, {"value": "Reporting accuracy", "explanation": "Reduces errors and inconsistencies in ESG disclosures for credibility."}, {"value": "Operational efficiency", "explanation": "Automates manual reporting tasks, saving time and resources."}] —

Data requirements

• [{"value": "Corporate sustainability data", "explanation": "Used for measuring environmental and social metrics like emissions and labor safety.", "modality": "Structured"}, {"value": "Satellite and remote sensing data", "explanation": "Supports geospatial analysis of land use and carbon sequestration.", "modality": "Image"}, {"value": "Sensor and IoT data", "explanation": "Provides real-time environmental and operational metrics for monitoring.", "modality": "Numeric"}, {"value": "Regulatory disclosures and frameworks", "explanation": "Guides compliance and reporting standards alignment.", "modality": "Text"}, {"value": "Supply chain data", "explanation": "Enables transparency and traceability of social and environmental impacts.", "modality": "Structured"}]

AI methods and techniques

• [{"value": "Predictive AI", "explanation": "Forecasts ESG risks and performance trends for proactive management."}, {"value": "Generative AI", "explanation": "Automates drafting and summarization of ESG disclosures and reports."}, {"value": "Agentic AI", "explanation": "Coordinates data collection and compliance workflows across systems."}]

AI models and model families

["GPT-4", "Claude", "Llama", "Datamaran AI", "Palantir Foundry AI"]

Industries

Real-world evidence

9 documented case studies on record.

Companies using this: AGCO, Bravida, European Financial Reporting Advisory Group EFRAG, Need Energy, Ramudden, Sail Racing, Salzburg AG, Suzano, Trafigura.