Case Study — February, 2026

Enhancing Borrower Insight and Underwriting Discipline for Commercial Lending Relationship Managers with CreditCompanion™

Industry Context

Relationship Managers in commercial banking play a critical role in credit risk oversight. Their responsibilities include interpreting financial performance to develop forward-looking borrower narratives, ensuring underwriting readiness, facilitating covenant and liquidity discussions, monitoring early-warning signals, and coordinating portfolio management in alignment with institutional policies.

Through our discussions with commercial lending teams, we identified several key workflow challenges:

  • Competitive Pressure and Speed Expectations: Fintech companies and non-bank lenders can price and approve loans faster - forcing traditional lenders to preserve relationships without loosening underwriting rigor.
  • Rapid Shifts in Borrower Creditworthiness: Borrowers’ cash flows are vulnerable to rate changes, input cost shocks, and demand fluctuations, making static annual reviews inadequate and demanding more dynamic monitoring.
  • Real Time Monitoring Demands: Near real time tracking of market and sector signals, and more frequent borrower check ins are needed to guide discussions on liquidity, covenant headroom, and refinancing risk.
  • Data Fragmentation and Narrative Alignment: Integrating fragmented internal systems and third-party data while weaving new signals into policy compliant credit narratives remains complex.

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:

  • Streamlined Sector Intelligence: Surfaces concise summaries of S&P Global Ratings research, including default and ratings-transition commentary, reducing time spent gathering fragmented industry insight.
  • Stronger Client Conversations: Links sector conditions to borrower cash-flow drivers and practical leading indicators, supporting more informed discussions on liquidity, covenant headroom, and refinancing risk.
  • Credit Risk Aligned Narratives: Frames credit-cycle changes and migration risk, translating sector stress and peer leverage signals into consistent narratives for internal stakeholders and credit committees for approval.
  • Proactive Risk Monitoring and Analysis:  In conjunction with Credit Monitor on RatingsDirect®, highlights emerging credit-risk trends and transition dynamics to support early-warning identification and more dynamic borrower oversight.

Sample Use Cases for Relationship Management:

1. Assess macroeconomic scenarios and their implications for default risk across corporates and sectors. 

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. Identify industries or sectors most likely to experience rating migration or credit stress.

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. Outline a liquidity assessment under base and downside cases and highlight potential covenant or refinancing pressure points.

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. For borrowers in [Industry], what are the key cash-flow drivers and leading indicators we should monitor weekly/monthly?
  2. How does @<entity_name>’s capital structure (leverage, fixed-charge coverage, and maturity wall) compared to its peers?

Conclusion:

For Commercial Lending and Relationship Management teams in commercial banks, CreditCompanion™ streamlines access to sector and borrower insights in a fast-moving and competitive environment. By integrating industry research and practical leading indicators into the relationship management workflow, it supports more informed client conversations, policy-aligned credit discussions, and proactive risk mitigation.

Disclosures for this article from S&P Global Market Intelligence

Learn more about CreditCompanionTM