Strategic AI Assessment Tool · Based on McKinsey, BCG, Gartner & OpenAI Frameworks

LightBay AI Use Case Assessor

Score your AI use case across six dimensions and get a directional recommendation.

How It Works

This tool evaluates a proposed AI use case across six critical dimensions, drawing on best practices from McKinsey, BCG, Gartner, and OpenAI. Each dimension is scored from 1–5, producing a total score out of 100 points.

The assessment takes approximately 10–15 minutes to complete. Answer each question honestly — the tool is designed to surface gaps and risks, not to validate decisions already made.

A live scoring panel on the right updates in real time as you answer, so you always know where your use case stands across each dimension.

Six Dimensions Assessed

01
Business Value Potential
Assesses the size and measurability of the opportunity this AI use case addresses.
02
Data Readiness
Evaluates whether the data needed to train, run, and maintain the AI system is available and fit for purpose.
03
Technical Feasibility
Assesses whether the technology and infrastructure exist to deliver this use case reliably.
04
Organisational Readiness
Evaluates whether the organisation has the leadership, culture, and talent to execute and adopt the AI solution.
05
Risk & Ethics
Assesses the consequences of failure, ethical concerns, and explainability requirements.
06
Strategic Fit
Evaluates how well this use case aligns with organisational strategy and builds long-term competitive advantage.

Scoring Guide

75–100 pts
PROCEED
Strong case
50–74 pts
PROCEED WITH CAUTION
Moderate case
25–49 pts
RECONSIDER
Weak case
0–24 pts
DO NOT PROCEED
Poor case

Start Assessment

Name the AI use case you want to evaluate.