The gap between AI hype and AI value comes down to one test: can you name the specific task it changes and the number that moves? Hype talks in adjectives - revolutionary, transformative, game-changing. Value talks in nouns and figures - hours saved, tickets deflected, error rate reduced.
How to spot the hype
- It describes the technology, not your outcome
- It cannot point to a specific task in your business
- The benefit is always "the future", never this quarter
- The demo uses perfect data you will never have
How to spot the value
Real value is boring and measurable: a task that used to take an hour now takes ten minutes, and you can prove it. This is the same lens behind the real business benefits of AI - concrete, sized, and tied to work you already do.
Turn the claim into a test
When a vendor makes a bold claim, ask them to prove it on your real workload for two weeks. Hype evaporates under a baseline; value survives it.
The bottom line
Hype sells the technology; value changes a task and moves a number. Learning to tell them apart before you spend is a core skill in the Strategic Application of AI in Business course at London School of Business UK. Enquire today.