Finance AI Toolkit — 25 Excel Models: DCF, LBO, DDM, SOTP, Cohort LTV + AI Prompts
Originally published: 26/05/2026 09:09
Publication number: ELQ-84971-1
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Finance AI Toolkit — 25 Excel Models: DCF, LBO, DDM, SOTP, Cohort LTV + AI Prompts

25 institutional Excel models — DCF, LBO, DDM, SOTP, cohort LTV — each paired with a tested Claude/ChatGPT prompt that already knows your numbers.

Description
A complete library of 25 financial models built to Wall-Street modeling conventions, each paired with a pre-tested AI prompt that auto-populates with your inputs.


VALUATION: Full 5-year DCF with terminal sensitivity, LBO with sources/uses + debt schedule + returns waterfall, two-stage DDM, sum-of-the-parts with conglomerate discount, comparable companies with applied multiples.


ANALYSIS: 14-ratio DuPont decomposition from raw financials, scenario analyzer with decision tree and VaR, sensitivity interpreter with cliff detection, Monte Carlo reader with histogram, variance commentary with FY forecast roll. 


FP&A: 13-week direct cash flow with covenant flag, hiring plan with monthly burn ramp, pricing change with quarterly ARR build, runway with 24-month cash trajectory, unit economics with 36-month cohort LTV. 


REPORTING: Earnings summary with 4-quarter momentum, board deck with RAG scorecards, investor update with rolling 12-month metrics, KPI auditor with 3-axis scoring, earnings call tone reader with QoQ hedge-word counts.


MARKETS: Futures curve analyzer, COT positioning tracker with 52-week percentiles, inventory tracker, hedging scenarios with P&L grid, daily trading plan with expectancy. 


Modeling conventions: blue inputs, green links, black formulas, check rows, gold-accent verdicts. 2,853 formulas across 25 templates. Tested for Claude Sonnet 4.6, Opus 4.7, and GPT-5.

This Best Practice includes
25 Excel templates (.xlsx) · 3 prompt reference docs (.md) · README · 6-tab structure on every model (Input / Model / Ca

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Further information

Reduce the time analysts spend on routine modeling and analysis work — DCFs, LBOs, ratio analysis, variance commentary, board prep — by combining pre-built Excel models with AI prompts that are already populated with the user's specific data. Each template is designed so that filling the input cells generates a ready-to-paste prompt for Claude or ChatGPT, returning a senior-analyst-grade critique or summary in seconds.

— Junior to mid-level analysts in investment banking, equity research, private equity, or corporate development
— Traders and PMs running weekly market prep workflows (commodities, FX, equities)
— Founders and CFOs of growth-stage companies needing FP&A discipline (runway, hiring, pricing, unit economics)
— Finance students and CFA candidates building applied modeling skill
— Users of Claude Sonnet 4.6+ or GPT-4o+ who want structured prompts vs free-form chat

— Users without Excel 365 or Excel 2021+ (some TEXTJOIN behavior differs in older versions)
— Workflows requiring live market data feeds (Bloomberg, Capital IQ) — this toolkit structures your inputs but does not pull data automatically
— Casual users not working with spreadsheets regularly — the toolkit assumes Excel comfort
— Buyers expecting plug-and-play auto-trading signals or financial advice — this is decision support, not autopilot


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