This weeks AI failure: ???????????????????????????????????????? ????????????????
“We built three new AI models this quarter.”
Sounds like success, right?
Not necessarily. That’s the trap of misaligned KPIs.
Activity metrics like the number of models shipped might look good on paper, but they don’t always reflect what the business actually cares about…
✔️Efficiency gains
✔️Revenue growth
✔️Compliance and risk reduction
If we only measure outputs, we risk optimising for the wrong game.
True success in AI isn’t about how many models you build it’s about the impact those models deliver.
At AI2Easy, we believe AI KPIs should track outcomes, not activity.
Otherwise you end up celebrating busywork instead of business value.
Don’t let this common failure be a trend you fall into!! We are here to help you anytime, and happy Friday!
Website: www.ai2easy.com.au
Linkedin: https://www.linkedin.com/in/nikhilsingh
“We built three new AI models this quarter.”
Sounds like success, right?
Not necessarily. That’s the trap of misaligned KPIs.
Activity metrics like the number of models shipped might look good on paper, but they don’t always reflect what the business actually cares about…
✔️Efficiency gains
✔️Revenue growth
✔️Compliance and risk reduction
If we only measure outputs, we risk optimising for the wrong game.
True success in AI isn’t about how many models you build it’s about the impact those models deliver.
At AI2Easy, we believe AI KPIs should track outcomes, not activity.
Otherwise you end up celebrating busywork instead of business value.
Don’t let this common failure be a trend you fall into!! We are here to help you anytime, and happy Friday!
Website: www.ai2easy.com.au
Linkedin: https://www.linkedin.com/in/nikhilsingh
- Category
- Artificial Intelligence & Business



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