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.