FirstForge Predictor

1

Module 1: First Principles Foundations

Why This Module Matters

Most forecasts fail because they rely on stacked assumptions. First principles break your business down to fundamental truths for far more accurate predictions.

Steps to Implement

Define your core economic engine
Separate facts from assumptions
Identify the true drivers

2

Module 2: AI File Loader

Upload your financial documents for automatic extraction.

Why This Module Matters

Accurate data is the foundation of reliable forecasting. This eliminates manual entry errors and saves hours.

Steps to Implement

Upload 990, P&L, or bank statements
Review extracted numbers
Make corrections if needed

3

Module 3: Monte Carlo Engine

Why This Module Matters

Single-point forecasts are dangerous. Monte Carlo reveals the full range of possible outcomes and probabilities.

Steps to Implement

Define growth assumptions
Run thousands of simulations
Review probability distribution

4

Module 4: Planning Model

Why This Module Matters

This connects your numbers to strategy — turning data into actionable steps toward your desired future.

Steps to Implement

Rate current state
Define vision
List 3-5 key initiatives

5

Module 5: What If? + Sensitivity Analysis

Why This Module Matters

Business is full of uncertainty. This module shows which variables matter most and lets you stress-test any future scenario.

Steps to Implement

Identify key variables
Run sensitivity analysis
Explore "What If" scenarios

How to Use FirstForge Predictor

Module 1: First Principles Foundations

Why This Module Matters

Steps to Implement

Module 2: AI File Loader

Why This Module Matters

Steps to Implement

Module 3: Monte Carlo Engine

Why This Module Matters

Steps to Implement

Module 4: Planning Model

Why This Module Matters

Steps to Implement

Module 5: What If? + Sensitivity Analysis

Why This Module Matters

Steps to Implement