Use-Case Portfolio & Prioritisation

🎯 AI Opportunity Portfolio Builder

The difference between a multi-million-dollar AI transformation and a failed pilot is rigorous prioritisation.

We'll generate a backlog of AI opportunities tailored to your context, then assess each one using the 3D Prioritisation Lens (Value × Readiness × Sequencing).

📚 Scottish Water Success Story

Scottish Water had numerous potential GenAI use cases but no system to qualify them. AND's 4-week Product Discovery:

Built a backlog of 24 use cases through stakeholder interviews
Developed a prioritisation framework specific to their strategic goals
Objectively scored on value, strategic alignment, and feasibility

Result: Top priority use case (automated architectural drawing review) reduced processing time from 5 hours to 11 minutes with >98% accuracy.

📋 Step 1: Generate Your AI Opportunity Backlog

First, we'll use AI for Product Discovery to identify potential opportunities based on your business context.

1. Industry/Domain:

2. Business Context:

3. Current Pain Points:

✨ Open Gemini

💡 What to Expect

AI will generate 5-10 potential AI use cases tailored to your context. Each will include:

Use Case Name
Problem Statement (what manual/inefficient process it addresses)
Expected Outcome (what changes if successful)

Next step: Copy the backlog output and paste it into Step 2 for prioritisation.

🔍 Step 2: Prioritise Your Portfolio

Now we'll assess each opportunity using the 3D Prioritisation Lens: Value, Readiness, and Sequencing.

AI will place each use case into the priority matrix and recommend your roadmap.

✨ Open Gemini

Paste the AI's TOON-formatted output here:

🎯 AI Opportunity Portfolio Builder

📚 Scottish Water Success Story

📋 Step 1: Generate Your AI Opportunity Backlog

💡 What to Expect

🔍 Step 2: Prioritise Your Portfolio

📊 Your AI Opportunity Portfolio Matrix

Legend

🎯 Hub-and-Spoke Operating Model

🏢 Hub Provides (Central AI Platform Team)

⚡ Spoke Executes (Product Team)

🛡️ Mandatory Guardrails