How to Build a Business Case for AI

How do you build a business case for an AI project?

A credible AI business case starts from one workflow, not from the technology: it states the current cost in time, errors or delay, the change expected, what it takes to get there, the risks and how they are controlled, and how the result will be measured against a baseline. Keep the first case small enough to prove within a quarter.

What this means in practice

Measure the current workflow first: volume, time per item, errors and delays.
State the expected change as a range, not a single promised number.
Include the full cost: setup, licences, integration, review time and ongoing ownership.
Agree the measure and review date before the work starts.

How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.

--- title: "How to Build a Business Case for AI" description: "A credible AI business case starts from one workflow, not from the technology: it states the current cost in time, errors or delay, the change expected, what it takes to get there, the risks and how they are controlled, and how the result will be measured against a baseline. Keep the first case small enough to prove within a quarter." url: https://lidvizion.ai/answers/how-to-build-a-business-case-for-ai/ site: Lid Vizion index: https://lidvizion.ai/llms.txt --- [Direct answers](https://lidvizion.ai/answers/) # How do you build a business case for an AI project? A credible AI business case starts from one workflow, not from the technology: it states the current cost in time, errors or delay, the change expected, what it takes to get there, the risks and how they are controlled, and how the result will be measured against a baseline. Keep the first case small enough to prove within a quarter. ## What this means in practice - Measure the current workflow first: volume, time per item, errors and delays. - State the expected change as a range, not a single promised number. - Include the full cost: setup, licences, integration, review time and ongoing ownership. - Agree the measure and review date before the work starts. ## How Lid Vizion approaches it We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place. ## More on AI leadership, governance & ROI - [How much does a fractional Chief AI Officer cost in 2026?](https://lidvizion.ai/answers/how-much-does-a-fractional-chief-ai-officer-cost/) - [What does an AI readiness assessment measure?](https://lidvizion.ai/answers/what-is-an-ai-readiness-assessment/) - [How can a company in a regulated industry use AI safely?](https://lidvizion.ai/answers/how-to-use-ai-in-a-regulated-industry/) [Compare services](https://lidvizion.ai/services/) · [Use a planning tool](https://lidvizion.ai/tools/) · [Explore workflow use cases](https://lidvizion.ai/use-cases/) · [More direct answers](https://lidvizion.ai/answers/) Talk it through ## Have a version of this question inside your company? Bring the decision, the constraints, and what a good outcome looks like. [Talk through the decision](https://lidvizion.ai/contact/?need=fractional-chief-ai-officer&from=%2Fanswers%2Fhow-to-build-a-business-case-for-ai%2F#write) · [Book a call](https://calendar.app.google/bB26LdA9e2gmGFp69)

What this means in practice

How Lid Vizion approaches it

More on AI leadership, governance & ROI

Have a version of thisquestion inside your company?

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question inside your company?