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claude-skills-reference/finance/financial-analyst/references/industry-adaptations.md
Alireza Rezvani ecb1c39e42 fix: optimize 18 skills via Tessl review + compliance fix (closes #287) (#291)
Phase 1: 18 skills optimized via Tessl (avg 77% → 95%). Closes #287.
2026-03-07 12:35:50 +01:00

2.8 KiB

Industry Adaptations

Sector-specific metrics, benchmarks, and considerations for financial analysis.

SaaS / Software

Key Metrics:

  • ARR / MRR growth rate
  • Net Revenue Retention (NRR) — target >110%
  • CAC Payback Period — target <18 months
  • Rule of 40 (growth rate + profit margin ≥ 40%)
  • LTV:CAC ratio — target >3:1
  • Gross margin — target >70%

Valuation Multiples:

  • Revenue multiple: 5-15x ARR (growth-adjusted)
  • High-growth (>50%): 15-25x ARR
  • Moderate growth (20-50%): 8-15x ARR
  • Low growth (<20%): 3-8x ARR

Considerations:

  • Deferred revenue recognition (ASC 606)
  • Stock-based compensation impact on margins
  • Cohort analysis critical for retention metrics

Retail / E-Commerce

Key Metrics:

  • Same-store sales growth (SSS)
  • Gross margin by category
  • Inventory turnover — target varies by segment (grocery: 14-20x, fashion: 4-6x)
  • Revenue per square foot (physical)
  • Customer acquisition cost vs. AOV
  • Return rate impact on unit economics

Valuation Multiples:

  • EV/EBITDA: 8-15x (premium brands higher)
  • P/E: 15-25x

Considerations:

  • Seasonal revenue concentration (Q4 holiday)
  • Working capital intensity (inventory cycles)
  • Omnichannel attribution complexity

Manufacturing

Key Metrics:

  • Gross margin by product line
  • Capacity utilization rate — target >80%
  • Days Inventory Outstanding (DIO)
  • Warranty reserve as % of revenue
  • Capex as % of revenue (maintenance vs. growth)
  • Order backlog / book-to-bill ratio

Valuation Multiples:

  • EV/EBITDA: 6-12x
  • P/E: 12-20x

Considerations:

  • Raw material cost volatility
  • Currency exposure in supply chain
  • Depreciation schedules (straight-line vs. accelerated)
  • Regulatory compliance costs (environmental, safety)

Financial Services

Key Metrics:

  • Net Interest Margin (NIM)
  • Return on Equity (ROE) — target >12%
  • Cost-to-Income Ratio — target <60%
  • Non-Performing Loan (NPL) ratio
  • Tier 1 Capital Ratio — regulatory minimum varies
  • Assets Under Management (AUM) growth

Valuation Multiples:

  • Price-to-Book (P/B): 1.0-2.5x
  • P/E: 10-18x

Considerations:

  • Regulatory capital requirements (Basel III/IV)
  • Interest rate sensitivity analysis
  • Credit risk provisioning (CECL / IFRS 9)
  • Mark-to-market vs. held-to-maturity accounting

Healthcare

Key Metrics:

  • Revenue per patient / per bed
  • Payor mix (Medicare/Medicaid vs. commercial)
  • EBITDAR margin (rent-adjusted for facilities)
  • Clinical trial pipeline value (biotech/pharma)
  • Patent cliff exposure
  • R&D as % of revenue — benchmark 15-25% (pharma)

Valuation Multiples:

  • EV/EBITDA: 10-18x (medtech), 12-20x (pharma)
  • EV/Revenue: 3-8x (services), 5-15x (devices)

Considerations:

  • Reimbursement rate changes (regulatory risk)
  • FDA approval timelines and probability-weighted pipeline
  • 340B pricing program impact
  • Medical device regulation (MDR, QSR compliance)