startup-financial-modeling

Build 3-5 year startup financial models with revenue, cash flow, and scenarios.

4|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/AI-Foundry-Core/ril-agents --skill startup-financial-modeling-ai-foundry-core
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: startup-financial-modeling
Source: https://github.com/AI-Foundry-Core/ril-agents/tree/main/plugins/startup-business-analyst/skills/startup-financial-modeling
Command: npx skills add https://github.com/AI-Foundry-Core/ril-agents --skill startup-financial-modeling-ai-foundry-core

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps founders and finance teams automate 3-5 year startup financial modeling to inform planning, fundraising, and strategy.

Core Features & Use Cases

  • Cohort-based revenue projections with ARPU and retention assumptions
  • Detailed cost structure including COGS, S&M, R&D, and G&A
  • Cash flow, runway, and monthly burn calculations
  • Headcount planning and fully-loaded compensation modeling
  • Three-scenario analysis (Conservative, Base, Optimistic) with sensitivity inputs
  • Clear, repeatable templates for board-ready forecasts

Quick Start

Provide a 3- to 5-year financial model for a startup using given assumptions.

Frequently Asked Questions about startup-financial-modeling

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a 3-5 year financial model for a startup?

Startup financial modeling requires cohort-based revenue projections, detailed cost structures including COGS and S&M, and cash flow calculations. This Skill automates 3-5 year forecasts with headcount planning and three-scenario analysis.

How do I calculate burn rate and runway for fundraising scenarios?

Calculate burn rate and runway by analyzing monthly cash flow against detailed cost structures. This Skill automates runway calculations across three scenarios, providing step-by-step guidance for fundraising preparation.

What is cohort-based revenue modeling and when do I need it?

Cohort-based revenue modeling projects income using ARPU and retention assumptions. You need it for early-stage startups requiring accurate 3-5 year financial planning to inform strategy and board-ready forecasting.

Can I plan fully-loaded compensation and headcount costs for my startup?

Yes, you can plan headcount costs using fully-loaded compensation modeling. This Skill integrates headcount planning into the broader financial model, affecting COGS, R&D, and G&A cost structures across a 3-5 year horizon.

Does this financial modeling approach support scenario analysis with sensitivity inputs?

Yes, this financial modeling approach supports scenario analysis with sensitivity inputs. It delivers conservative, base, and optimistic scenarios, allowing early-stage startups to stress-test revenue projections and cash flow.

What's the best way to create board-ready startup financial forecasts?

Create board-ready startup financial forecasts by using clear, repeatable templates that automate 3-5 year projections. This Skill structures your revenue, burn rate, and scenario planning into formats suitable for board presentations.