Industry Sector Analysis

Reference Map

Read the narrowest relevant reference rather than loading the full library.

Default reading order

1. references/cross-asset-sector-framework.md — Start here: the five-dimension universal scaffold for cross-sector and cross-asset comparisons (corporate, private credit, CRE, infrastructure, structured finance).
2. references/sector-toolkit.md — Compact overlays: cyclical and secular framing, pricing power and pass-through, cross-sector comparison shortcuts, leverage calibration prompts, documentation watchpoints, and supply-chain vulnerability.
3. references/technology-disruption-timeline.md — Timing and debt-life lens: disruption horizons, maturity alignment, and refinancing-risk framing across industries. This is not a substitute for references/industry/technology.md, which holds the technology-sector operating detail, KPIs, and sub-sector deep dives. For property-type digital infrastructure, use references/industry/real-estate-data-centers.md for data centers and references/industry/real-estate-alternative.md for towers and related alternative real-estate digital infrastructure.
4. references/industry/*.md — Sector-specific files as needed (for example agribusiness-protein-fertilizer, aerospace-defense, automotive, banks, business-services, building-construction, capital-markets-asset-management, chemicals, consumer-finance, energy-midstream, environmental-services-waste, financial-services, food-beverage, gaming-leisure-hospitality, healthcare, household-personal-care-consumer-products, industrials-manufacturing, insurance, media, metals-mining, packaging, paper-forest-products, payments-fintech, pharma-biotech-medtech, power-generation-renewables, real-estate-alternative, real-estate-data-centers, real-estate-hotels, real-estate-industrial-logistics, real-estate-office, real-estate-residential, real-estate-retail, retail-consumer, specialty-finance-leasing, technology, telecom, tobacco, transportation-logistics, and utilities-infrastructure).

Output Deliverables

When asked to analyze a sector or provide industry context for a credit, produce:

1. Source citations: Explicitly cite all data, qualitative claims, and benchmark inputs.
   • When a stable direct URL exists, include it inline with the citation and keep any page, slide, filing-date, report-date, or access-date detail in the same citation.
2. Sector framing: Market structure, cycle position, and whether the key issue is cyclical, secular, regulatory, or company-specific.
3. Key credit metrics: The sector-specific KPIs that matter most and how to interpret them.
4. Sector-adjusted leverage view: What the sector can generally support, using references/rating-agency-thresholds.md for any current numerical calibration.
5. Agency and structural watchpoints: What agencies and lenders usually focus on for this sector.
6. Common red flags: The operating or structural warning signs that most often precede credit deterioration.
7. Stress implications: The few downside scenarios most likely to break the thesis.
8. Handoff inputs: Clear takeaways for modeling, covenant review, surveillance, or memo writing.

Limitations

• Sector labels can hide more than they reveal; some issuers behave like a niche sub-sector rather than the headline industry.
• Sector heuristics are starting points, not rating outcomes; issuer-specific positioning, financial policy, and documentation still dominate final credit judgment.
• Benchmark ranges are least useful at cyclical peaks, during structural transition, or when accounting treatment materially distorts reported EBITDA.
• For broader framework limitations, consult skills/credit-memo-generator/references/analytical-limitations.md.

Data Quality

• When data is incomplete or unavailable, consult skills/credit-memo-generator/references/incomplete-data-guidance.md for gap disclosure templates. Never silently fill gaps with assumptions.
• If the answer depends on current spread levels, current rating calibration, or current documentation conditions, use the relevant root reference rather than relying on timeless sector notes.
• When applying standard analytical frameworks, consult skills/credit-memo-generator/references/analytical-limitations.md to identify when the framework may produce unreliable results. Disclose limitations proactively rather than presenting framework outputs as authoritative.

Examples

• examples/worked-sector-analysis-example.md: Sector analysis for business services showing market structure, cycle framing, key KPIs, sector risks, and sector-adjusted credit interpretation.