Case Study — February, 2026

Strengthening Basel and IFRS 9 Governance for Commercial Bank Risk & Compliance Teams with CreditCompanion™

Industry Context

Risk & Compliance professionals in commercial banks oversee end-to-end credit-risk governance to support capital adequacy (e.g. Basel IV), accurate financial reporting and strong control environments. Their responsibilities include Basel capital processes, RWA oversight, stress testing, regulatory reporting, IFRS 9 impairment methodologies, and model governance across risk, finance, and treasury functions.

Through our discussions with Risk & Compliance teams, we identified several key workflow challenges:

  • Risk Management and Governance Under Rapid Change: Market‑driven shifts and increased interconnectivity of businesses place more demand on macro‑economic scenarios, overlays, Basel stress tests and, on occasion, recalibration of PD/LGD parameters.  This effort needs to be juggled in parallel with preserving documentation, approvals, audit trails, and strong control frameworks.
  • Portfolio Complexity: Geographically diverse and multi‑asset‑class exposures exhibit varied default behaviors and collateral dynamics, making consistent oversight, monitoring, and reporting difficult.
  • Data Quality and Lineage: Maintaining defensible data quality and traceable lineage across risk, finance, and front-office systems is challenging with fragmented infrastructure and data models.
  • Regulatory and Reporting Pressure: Evolving regulatory and reporting requirements (e.g. Basel IV) increase demand on due diligence, documentation, and early-warning oversight.
  • Exception Management: Quickly understand risk drivers of entities flagged as exceptions in their reporting and how they compare with peers.

Introducing CreditCompanion™ on RatingsDirect®:

As the official source for S&P Global Ratings credit ratings and research, RatingsDirect® from S&P Global Market Intelligence delivers credit risk insights on a powerful single platform. With AI-powered search, comprehensive market data, credit risk indicators, and dynamic visualization tools, users can efficiently analyze credit performance and trends across industries, companies, and securities worldwide.

Embedded within RatingsDirect®, CreditCompanion™ is a GenAI assistant that helps users uncover, analyze, and summarize credit research, automating information retrieval, trend analysis, and peer comparisons to enhance productivity.

Key Features:

  • Efficient Access to Ratings Research: Intuitive chat interface for rapid access to S&P Global Ratings research and data.
  • Comprehensive Credit Summaries: Generates company summaries, peer comparisons, and ratings lists.
  • Rapid Information Compilation: Quickly synthesizes insights on entities, peers, sectors, countries, and macro-credit themes.
  • Insightful Data Extraction: Extracts insights from over 1 million credit ratings and three years of credit research from S&P Global Ratings.
  • Reliable and Transparent Information: Links directly to underlying S&P Global Ratings source documents for validation and confidence.

How CreditCompanion™ Addresses These Challenges:

  • Evidence-Based Capital and Stress Narratives: Summarizes macro and sector research into banking and industry impacts to support capital discussions and stress testing narratives.
  • Downside Scenarios and Early-Warning Framing: Helps translate emerging risks into structured downside scenarios and potential early-warning indicators, supporting governance discussions and remediation planning.
  • Traceable Documentation Support: Produces concise, research-grounded key-risk briefs and summaries of ratings actions and rationales to support consistent documentation.
  • Prudential Theme Visibility: Surfaces relevant commentary on prudential themes and implementation considerations to aid policy interpretation and compliance discussions.
  • Model Governance Context: Provides consistent summaries of ratings drivers and broader credit trends to support model governance and validation oversight.
  • SWOT analysis around flagged entities: Summarize quantitative and qualitative comparisons of entities with similar rated peers.  This can be used in conjunction with the Credit Transition Product on RatingsDirect® on S&P Capital IQ Pro to flag probability of credit risk improvement and deterioration.
  • Easily locate and contact subject experts on topics related to specific areas of credit risk.

Sample Use Cases for Risk & Compliance:

1. Summarize the impact of macroeconomic trends on a specific industry to inform capital planning and stress testing.

Note: The linked reports in the sources section (e.g. the Global Banks Country by Country Mid-year Outlook report), along with other reports in this section, contain S&P Global Ratings Analyst contacts for deeper insights into topics and trends of concern.

Source: CreditCompanionTM on RatingsDirect® on S&P Capital IQ Pro, S&P Global Market Intelligence. As of February 2026. For illustration only. CreditCompanionTM is powered by generative AI technology, which may produce inaccurate responses. Please review the Legal Disclaimer for more information.

Graphics are blurred out to anonymize the entity names. 

2. Stay informed on regulatory developments and their practical implications for RWA and reporting.

Source: CreditCompanionTM on RatingsDirect® on S&P Capital IQ Pro, S&P Global Market Intelligence. As of February 2026. For illustration only. CreditCompanionTM is powered by generative AI technology, which may produce inaccurate responses. Please review the Legal Disclaimer for more information.

Graphics are blurred out to anonymize the entity names. 

3. Identify key credit risks for a specific entity and monitor early-warning indicators for governance and remediation planning.

Source: CreditCompanionTM on RatingsDirect® on S&P Capital IQ Pro, S&P Global Market Intelligence. As of February 2026. For illustration only. CreditCompanionTM is powered by generative AI technology, which may produce inaccurate responses. Please review the Legal Disclaimer for more information.

Graphics are blurred out to anonymize the entity names. 

Other Prompts:

  1. What are the biggest downside risks to the [Industry] baseline over the next 6–12 months, and what early-warning indicators would confirm they are materializing?
  2. Summarize emerging risks affecting [Industry] and the likely credit-risk transmission channels.
  3. Describe the scores and factors for @<entity_name>. Highlight any sources of parent or government support.

Conclusion:

For Risk & Compliance (Basel / IFRS 9) professionals in commercial banks, CreditCompanion™ streamlines access to S&P Global Ratings research in a complex and evolving regulatory environment. By synthesizing relevant credit signals, regulatory themes, and scenario insights, it supports consistent documentation, early-warning oversight, and strong governance across capital and impairment frameworks.

Disclosures for this article from S&P Global Market Intelligence

Learn more about CreditCompanionTM