Many AI projects stall after the pilot because nobody can say whether they paid off. A clear measurement framework, agreed before launch, makes the decision to scale much easier.
Set the baseline
Record how long the task takes today, how often it goes wrong and what it costs, before changing anything.
Count all the costs
Include licences, integration work, oversight time and ongoing maintenance, not just the subscription fee.
Look beyond hours saved
Faster turnaround, fewer errors and better customer experience can be worth more than the labour saved — but only if they are measured.
Key takeaways
- Set the baseline
- Count all the costs
- Look beyond hours saved
