How to Budget Your AI Programme: From L&D Line Item to Strategic Investment

Organisations try to start their AI journey the same way: a few workshops, a training budget, and the hope that something sticks. It rarely does — not because the technology fails, but because the investment model is wrong.

A real AI programme isn’t a training event. It’s infrastructure. It includes change enablement, internal champions, agent builds, and ongoing management. Companies that fund it as L&D get L&D results.

This session is for the people figuring out what they’re actually signing up to. If you are in the early stages of your AI program we’ll share real numbers to help you frame out the elements your budget will need. We’ll look at what companies are committing to their AI programmes, what the research says about where the money goes, and a live walkthrough of a budget-building tool you can use straight away.

What you’ll learn:

• Why treating AI as a training exercise limits your return
• The four budget lines most AI programmes miss
• What companies are spending — benchmarks from Wharton and industry research
• How to build your own AI programme budget using the Kowalah calculator
• The questions to answer before you commit to a number

Who should attend:

Finance leaders, CFOs, and anyone responsible for sizing or approving an AI programme budget. CEOs and senior leaders at the start of their AI journey who need to understand what a well-funded programme looks like — before speaking to vendors or requesting quotes.

What you’ll leave with:

• A completed AI programme budget framework, built live during the session
• Access to Kowalah’s free AI Programme Calculator
• A shortlist of questions to answer before you set your AI budget
• Data points from Wharton and Anthropic to anchor your internal conversations