ai-process-assessment:building-business-case

Aggregate validated cost, value, and baseline data into a Wave 1 ROM business case.

Updated May 9, 2026
One-click install
npx skills add https://github.com/grandaha/ai-process-assessment --skill ai-process-assessment-building-business-case
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-process-assessment:building-business-case
Source: https://github.com/grandaha/ai-process-assessment/tree/main/skills/building-business-case
Command: npx skills add https://github.com/grandaha/ai-process-assessment --skill ai-process-assessment-building-business-case

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill eliminates the guesswork and manual arithmetic involved in building business cases for AI initiatives by enforcing a deterministic, evidence-gated methodology that prevents false precision and unverified value claims.

Core Features & Use Cases

  • Deterministic ROM Estimation: Computes AACE Class 5 cost and value ranges using a verified math engine, ensuring every figure is traceable to source artifacts.
  • Wave 1 Focus: Specifically structures business cases for high-confidence Wave 1 initiatives while preventing the common error of applying financial modeling to directional Wave 2 or strategic Wave 3 work.
  • Use Case: A consulting team needs to present a defensible investment case for a set of AI automation opportunities; this skill aggregates the previously validated cost, value, and baseline data into a structured business case document.

Quick Start

Run the building business case skill to generate the Wave 1 ROM estimate for the current engagement folder.

Frequently Asked Questions about ai-process-assessment:building-business-case

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

FAQPage Schema
How do I build a ROM business case for AI automation initiatives?

To build a ROM business case for AI automation, aggregate validated cost, value, and baseline data from previous discovery phases into a structured estimate. This ensures every financial figure remains traceable to source artifacts for decision-makers.

What is a Wave 1 ROM business case in AI consulting?

A Wave 1 ROM business case is a structured, high-confidence investment estimate for AI initiatives. It applies AACE Class 5 cost and value ranges to validated opportunities, preventing the common error of applying financial modeling to directional Wave 2 or strategic Wave 3 work.

How do I calculate aggregate AI automation costs from evidence?

You calculate aggregate AI automation costs from evidence by using a deterministic math engine to compute figures from structured JSON inputs. This eliminates manual arithmetic and enforces an evidence-gated methodology that prevents false precision and unverified value claims.

Does this business case methodology require specific input data formats?

Yes, the business case methodology requires structured JSON inputs containing previously validated cost, value, and baseline data. These inputs are processed by a deterministic math engine to generate an AACE Class 5 cost and value range estimate for your engagement.

When should I not use ROM estimation for AI discovery engagements?

You should not use ROM estimation for directional Wave 2 or strategic Wave 3 AI discovery work. This methodology is specifically structured for high-confidence Wave 1 initiatives to prevent applying financial modeling to unvalidated opportunities.

Why does my AI business case need traceability to source artifacts?

Your AI business case needs traceability to source artifacts to eliminate guesswork and prevent unverified value claims. Enforcing an evidence-gated methodology ensures decision-makers receive a defensible investment case with deterministic figures rather than false precision.