Enterprise AI Use Case Impact Framework

Prioritize What Matters. Measure What Counts.

A reusable, enterprise-grade framework to discover AI opportunities, prioritize investments, and quantify impact across financial, operational, compliance, and strategic dimensions.

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Who It’s For

  • Executives & Strategy LeadersTie AI directly to enterprise goals and OKRs.
  • Innovation & Transformation OfficesPrioritize a defensible pipeline of AI use cases.
  • Business Unit LeadersSolve domain challenges with measurable outcomes.
  • CFOs & Investment CommitteesApprove business cases with clear ROI and risk posture.

Why Enterprises Need This

  • 🎯Strategic Alignment

    Ensure AI initiatives map directly to business priorities and KPIs.

  • 📊Evidence-Based Prioritization

    Score use cases across value, feasibility, risk, and timing.

  • 📈Measurable Outcomes

    Define success metrics and track impact across dimensions.

  • 🤝Executive Confidence

    Deliver business cases and roadmaps that are board-ready.

The Framework is the tool.
The Navigator is the guided process that makes it enterprise-ready.

🎯
Strategic Alignment
Define goals & focus areas
💡
Use Case Discovery
Structured ideation & scoring
📊
Impact Measurement
Set KPIs & build scorecards
🛠️
Roadmap & Cases
Build sequencing & investment cases

Scorecard In Practice

Feasibility Gate Scores: Assess use cases across Data Readiness, Tech Fit, and Change Complexity—then decide which are green-light ready.

Illustrative Feasibility Gate Scores chart for multiple AI use cases
Example view: Demand Forecast and Claims RPA clear the threshold, while others need readiness work.

Financial Value Forecast: Quantify the projected financial impact of each AI use case—see how value stacks up across the portfolio.

Example Financial Value Forecast for AI use cases
Example view: Forecasted financial value by use case, supporting investment decisions and ROI tracking.

Deliverables

📋Use Case Portfolio & Matrix

A curated, scored list of AI opportunities, mapped to business priorities and feasibility.

📊Impact Measurement Toolkit

Dashboards, KPIs, and scorecards to quantify and track value delivered by each initiative.

🗺️AI Roadmap

A sequenced plan of initiatives, pilots, and investments for enterprise-wide adoption.

🎤Executive Business Cases

Board-ready presentations and supporting materials for stakeholder buy-in and approval.

Frequently Asked Questions

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