Case Study — February, 2026

Strengthening Credit Portfolio Oversight for Portfolio Managers with CreditCompanion™

Industry Context

Portfolio managers convert fundamental and market signals into risk‑budgeted portfolios that aim for superior risk‑adjusted returns. Their daily tasks can include issuer‑level credit analysis; ratings‑migration risk assessments; credit‑spread and relative‑value analysis; bond valuation; stress testing; and lastly portfolio controls and reporting.

Through our discussions with Portfolio Managers, we identified several key workflow challenges:

  • Performance attribution & volatility shifts: When market volatility changes, the drivers of return (rates vs. spreads, carry/rolldown vs. price impact) would shift and historical correlations break, making it harder to generate alpha.
  • Isolating fundamentals from technical drivers of credit spreads: Separating issuer credit fundamentals from flow‑driven technical factors (dealer balance-sheet constraints, index reweights) is essential to avoid making “false‑positive” conclusions about spread widening/tightening.
  • Cross‑asset complexity: Managing IG/HY bonds, loans, structured credit, emerging‑market exposure, and hedges creates basis risk, liquidity mismatches, and differing default‑recovery dynamics.
  • Concentration and hedge effectiveness: Monitoring concentration limits, crowding, downgrade/fallen‑angel risk, macro‑stress testing, and ensuring hedges stay effective.

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:

  • Accelerated Credit Research and Surveillance: Centralizes S&P Global Ratings research - including ratings actions, outlooks, and key credit drivers - into a single workflow, complementing monitoring tools such as Credit Monitor within RatingsDirect® to support more consistent portfolio analysis.
  • Scenario Framing and Volatility Monitoring: Surfaces relevant industry and country themes to link macro narratives to issuer-level implications and highlight rating and outlook changes as risk drivers shift.
  • Fundamentals and Peer Context: Provides peer benchmarking and sector summaries to support comparison of fundamentals versus technical factors and identify deteriorating leverage, covenant risk, and refinancing pressures.
  • Cross-Asset Risk and Valuation Discipline: Summarizes key credit metrics and drivers across asset classes, supporting cross-asset risk management and downside case assessment where transparency may be limited.
  • Portfolio Communication and Consistency: Supports concise, memo-ready narratives and stress-test insights, improving consistency across investment committee discussions and client reporting.

Sample Use Cases for Portfolio Managers:

1. Surface sectors with improving credit conditions to inform diversification and allocation strategies.

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. Summarize the credit outlook for an industry to support portfolio construction and risk management.

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 entities in an industry with recent rating changes to support rebalancing and sector allocation considerations.

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 megatrends should we be aware of in 2026?
  2. What are the key sector‑level risks in [Country / Industry] right now?
  3. What indicators and metrics should I monitor for [Industry]?

Conclusion:

For portfolio managers in investment management, CreditCompanion™ streamlines access to credit research and peer context across diverse asset classes and volatile market conditions. By centralizing insights and supporting scenario analysis and risk monitoring, it enables more informed portfolio oversight, clearer performance narratives, and disciplined risk management.

Disclosures for this article from S&P Global Market Intelligence

Learn more about CreditCompanionTM