fsi-comps-analysis

The process prioritizes institutional data sourcing through MCP providers like S&P Kensho, FactSet, or Daloopa to populate operating metrics and valuation multiples. It then applies dynamic Excel formulas to calculate ratios and statistical quartiles, documenting all source citations with hyperlinks and cell comments for traceability.

Sector benchmarking requires industry-tailored metric selection, such as Rule of 40 for SaaS companies and ROE for banks, maintaining a disciplined 5 to 10 metric framework. This avoids noise and provides decision-focused operating metrics and valuation multiples for public company valuation and M&A diligence.

Yes, you can use FactSet or Daloopa MCP data for Excel financial modeling within your comparable company analysis. The framework prioritizes these institutional data sources to cross-reference operating metrics and ensures all data is documented with hyperlinks and cell comments for auditability.

The best way to ensure auditable source citations in a comps valuation model is to document data sources with hyperlinks and cell comments directly in Excel. This methodology includes sanity checks, formatting conventions, and versioning practices to maintain production-quality traceability for investment committees.

Comparable company analysis works effectively for IPO pricing and M&A diligence by quantifying operating metrics and valuation multiples across peer companies. It applies statistical benchmarking to establish sector baselines, making it suitable for public company valuation and funding pricing across industries with available market data.