A universal framework for organizations to quantify, justify, and track the business value of any GenAI project — from chatbots to code generation.
Every benefit from a GenAI project maps to one of these four value drivers. Together they build the complete ROI picture.
Direct savings from replacing or augmenting manual work.
Incremental revenue AI makes possible.
Value of people doing more, better, and faster.
Value of bad outcomes prevented.
Whether you're pitching to a board or stress-testing your own assumptions, this is the path.
Learn the 4-pillar ROI model, how to estimate costs accurately, and how to quantify benefits.
Read the Introduction →Find your scenario in the use case library. Each playbook has worked examples with real numbers.
Browse Use Cases →Open the interactive calculator, plug in your assumptions, and get a projected ROI with break-even date.
Open Calculator →Use the templates to package your analysis into a compelling pitch for leadership and stakeholders.
Get Template →Each playbook includes key metrics, cost drivers, benefit formulas, a worked ROI example, and measurement tips.
AI-powered ticket deflection, agent assist, and 24/7 support coverage.
AI coding assistants, test generation, and code review acceleration.
Intelligent extraction, summarization, and compliance checking at scale.
AI-assisted content creation, repurposing, and personalization at scale.
Natural language analytics, automated reporting, and self-serve data access.
Enterprise RAG search, onboarding acceleration, and expert knowledge capture.
Deep-dive guides and ready-to-use templates for every stage of your GenAI business case.
Why ROI is hard for GenAI, the core principles, and how to use this framework.
FrameworkThe four-pillar model explained in depth, with formulas and scenario modeling.
FrameworkEvery cost category with estimation guides, benchmarks, and optimization strategies.
FrameworkHow to quantify labor savings, productivity gains, revenue growth, and risk reduction.
FrameworkMonth-by-month payback period calculation with worked examples and NPV guidance.
FrameworkIs GenAI right for your use case? Build vs. buy framework and readiness assessment.
TemplateComplete stakeholder-ready template to present ROI projections and get buy-in.
TemplateDefine KPIs, baselines, and data collection methodology before you deploy.
TemplateCompare baseline vs. actual performance to validate ROI after launch.
The interactive calculator works entirely in your browser. No signup, no server, no data sent anywhere.