Controversies Screening Dataset
Analyst-validated controversy intelligence that helps organizations identify, assess, and monitor sustainability-related risks across portfolios, counterparties, and supply chains.
What is the Controversies Screening Dataset?
The S&P Global Sustainable1 Controversies Screening Dataset helps asset managers, asset owners, financial institutions and corporates identify, assess, and monitor ESG-related risks across portfolios with confidence. Combining AI-assisted event detection with analyst validation, it delivers trusted controversy intelligence that supports investment decision-making, stewardship activities, regulatory reporting, and sustainability risk management at scale.
Covering more than 22,000 companies globally and expanding toward 24,000 entities, clients can use controversy intelligence across 39 ESG themes, all 10 UN Global Compact Principles, all 17 Sustainable Development Goals, and key Principal Adverse Impact indicators.
Solution Highlights
Coverage of 22,000+ companies globally
Daily refreshed controversy monitoring
AI-assisted event detection
Analyst-validated controversy assessments
Four-level severity scoring framework
Mapping to UNGC, SDGs and PAIs
Company engagement and response tracking
Historical case monitoring and audit trail
How does Controversies Screening Dataset work?
The S&P Global Sustainable1 Controversies Screening Dataset combines AI-assisted event detection with analyst expertise to identify, assess, and monitor material ESG controversies linked to companies around the world.
Every controversy case follows a structured research process:
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Event Identification
Proprietary S&P Global AI and machine learning models continuously monitor millions of global news articles, NGO reports, regulatory publications, and stakeholder sources across multiple languages. Potential ESG incidents are identified, categorized, and standardized into structured event records for further assessment.
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Analyst Validation
Only events determined to be material, attributable, and relevant for investment and sustainability risk assessment are elevated into active controversy cases. Sustainable1 analysts validate the information and assess whether the event meets case-opening criteria based on:
- Responsibility: Proxies that evidence the company’s involvement in the event.
- Materiality: (Double-materiality) The event carried a negative impact on the company or on the environment / society.
- Timing: Controversy should be recent or have recent developments.
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Severity Assessment
The severity of the controversy is evaluated using a rules-based framework that considers stakeholder impacts, environmental and social consequences, reputational effects, and the company's level of responsibility.
Cases are assigned one of four impact ratings:
- Severe
- Major
- Medium
- Minor
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Company Response Rating
Analysts assess the measures taken by the company to address the controversy, including remediation efforts, corrective actions, disclosures, and stakeholder engagement.
Responses are classified as:
- None/Very Limited
- Limited
- Adequate
- Comprehensive
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Continuous Monitoring
Cases are continuously monitored for developments such as regulatory findings, litigation, remediation efforts, company disclosures, or related incidents. Severity assessments can evolve as new information becomes available.
Why Organizations Use the Controversies Screening Dataset
Unlike many controversy data providers that rely solely on automated news monitoring, the S&P Global Sustainable1 Controversies Screening Dataset combines AI-powered event detection with analyst validation to reduce false positives and provide investment-grade ESG controversy intelligence.
| Why It Matters | What sets S&P Global Controversies Screening Dataset apart"? |
|---|---|
| High Signal Quality | Only AI-filtered and analyst-validated events become active controversy cases - reducing noise and false positives common in unstructured news monitoring solutions. |
| Analyst-Led Research | Every controversy is assessed by Sustainable1 analytical specialists using a transparent, externally assured methodology - so you can defend every screening decision. |
| Structured Company Engagement | Unlike most controversy databases, impacted companies are formally engaged throughout the research lifecycle - producing a more complete, balanced, and well-documented view of each case. |
| Global Coverage | Coverage spans 22,000+ companies across developed and emerging markets, expanding to 24,000 entities - ensuring your entire investable universe is monitored. |
| Transparent & Auditable | Each case includes severity assessment, ESG thematic tagging, company response information, historical case tracking, and UNGC/SDG mappings - creating a defensible audit trail for every screening decision. |
| Daily Refresh | Continuous monitoring means severity assessments evolve as regulatory actions, lawsuits, and remediation measures emerge - so you're never working from stale data. |
Why is controversy screening important for SFDR compliance?
Regulatory pressure on asset managers and asset owners has never been greater. Firms must demonstrate they are identifying, monitoring, and managing Principal Adverse Impacts (PAIs) and controversy data is central to that process. At the same time, beneficiaries, clients, and boards increasingly demand transparent, evidence-based ESG risk oversight.
Without a structured controversy monitoring solution, organizations risk:
- Regulatory Exposure - Inability to evidence PAI screening or SFDR compliance with auditable data
- Reputational Damage - Holdings in companies with undetected ESG controversies surfacing in the press or client reports
- Financial Risk - ESG controversies that are material to long-term performance going undetected until they become headline events
- Operational Inefficiency - Analyst time wasted manually aggregating and validating unstructured news across thousands of holdings
The Controversies Screening Dataset helps organizations move from reactive monitoring to proactive risk oversight, equipping compliance, investment, and stewardship teams with timely and actionable controversy intelligence.
Connected Across Sustainability Frameworks
The Controversies Screening Dataset is purpose-built to support the compliance, reporting, and integration requirements of today's leading sustainability frameworks - out of the box.
| Framework | How the Dataset Supports It |
|---|---|
| SFDR Article 8 & 9 / PAIs | Supports Principal Adverse Impact (PAI) reporting, sustainability risk assessments, and SFDR Article 8 and 9 investment strategies through transparent, analyst-validated controversy assessments. |
| UN Global Compact (UNGC) | Every controversy case is mapped to all 10 UNGC Principles, providing structured evidence for norms-based screening and compliance assessments. Also a key upstream data source powering the S&P Global UNGC Screening Dataset. |
| Sustainable Development Goals (SDGs) | Cases are linked to all 17 SDGs, enabling investors to assess potential negative impacts on sustainability outcomes and support impact-related reporting. |
| S&P Global ESG Scores | Controversy cases directly inform and influence S&P Global ESG Scores through the established controversy assessment process - creating a direct link between company conduct and ESG performance evaluation. |
| UN PRI & Stewardship Frameworks | Supports UN PRI-aligned engagement programs, active ownership frameworks, and responsible investment policies through ongoing controversy monitoring and company response tracking. |
Who Should Use the Controversies Screening Dataset?
The dataset is designed for any organization that needs reliable, structured ESG controversy intelligence - from investment teams managing complex portfolios to compliance and stewardship functions building defensible oversight frameworks. Ideal users include
Asset Managers
- Portfolio screening and negative exclusion strategies
- Watchlist creation and ongoing monitoring
- Stewardship and engagement prioritization
- ESG integration into investment workflows
Asset Owners
- Responsible investment mandate compliance
- SFDR Article 8 & 9 reporting and PAI calculations
- Beneficiary and board reporting
- Manager oversight and monitoring.
Banks & Lenders
- Counterparty ESG risk assessment
- Credit risk monitoring with ESG lens
- Reputational risk surveillance
- Client due diligence processes
Insurance Companies
- Underwriting risk assessments incorporating ESG factors
- Portfolio monitoring for emerging risks
- Sustainability reporting support
Corporates
- Third-party and supplier screening
- Supply chain due diligence
- Procurement risk assessments
- Enterprise ESG risk management programs.
Regulatory & Reporting Teams
- SFDR reporting and PAI calculations
- Sustainability disclosures
- Internal risk governance, oversight, and audit trail creation.