Greenwashing Detection AI Solutions

Our NLP models analyze thousands of marketing assets, press releases, and sustainability reports monthly against verified ESG performance data, flagging unsubstantiated claims with over 95% accuracy. This replaces costly, inconsistent manual audits.

Learn more about our approach to ESG data integrity and audit AI.

Identify potential greenwashing incidents before public exposure. Our system provides risk-scored alerts, allowing your communications and legal teams to address discrepancies internally, preventing costly PR crises and activist investor targeting.

Ensure marketing claims align with stringent frameworks like the EU's Unfair Commercial Practices Directive and FTC Green Guides. Our AI maintains an audit trail of analysis, providing defensible evidence for regulators and reducing compliance overhead.

Explore our services for ESG regulatory compliance AI automation.

Demonstrate rigorous, technology-backed oversight of sustainability communications. Transparent, AI-validated reporting builds credibility with ESG-focused funds, ratings agencies, and consumers, directly supporting capital access and brand loyalty.

Our detection models plug directly into your existing AI-powered carbon accounting and supply chain ESG risk monitoring platforms, creating a unified view of performance versus promise across operations and the value chain.

We employ ongoing algorithmic fairness and bias mitigation techniques to ensure detection logic remains objective and adapts to evolving language and reporting standards, preventing false positives that could stifle legitimate sustainability innovation.

Our NLP models cross-reference public marketing claims against structured ESG performance data, financial filings, and third-party audit reports to identify material discrepancies with high precision.

We embed logic for CSRD, SFDR, and FTC Green Guides compliance directly into our detection algorithms, ensuring flagged issues are tied to specific regulatory requirements, not just semantic patterns.

Every detection alert includes a clear rationale, source citations, and a confidence score. We provide immutable audit logs of model decisions for internal review and external assurance.

We implement automated drift detection and scheduled retraining on the latest regulatory texts and corporate communications to maintain detection accuracy as language and standards evolve.

Critical detections are routed to your compliance team for review via a secure dashboard before escalation, combining AI scale with expert human judgment to minimize false positives.

All data processing adheres to strict data residency requirements. We deploy within your cloud environment or our sovereign AI infrastructure to ensure sensitive communications never leave your jurisdiction.