If you need repayment capacity under changing rates → prioritize DSCR, rate-shock scenarios, break-even occupancy, and cumulative cash-flow views.
If you need to assess corporate operating strength → prioritize revenue trends, gross margin, operating-expense coverage, and operating income.
If macro conditions drive the credit decision → prioritize policy rates, Treasury yields, inflation, unemployment, GDP, and regime analysis.
If the analysis will face model-risk review → prioritize lagged-data diagnostics, residuals, error bands, and explicit lookahead checks.
If you work with large or mixed-format files → prioritize broad file support and source-level traceability.
If you want fewer manual quality-control steps → prioritize an independent auditor that flags failures and attaches evidence.