Why traditional companies fail at AI adoption
Traditional companies keep operating with obsolete work models. I talk with a lot of people in the community, and I see the same patterns repeating across many organizations.
They evaluate their employees by what they know, not by what they're capable of producing with the tools they master.
They're reluctant to implement new technologies or new approaches because they have a dinosaur that someone created years ago and worked at the time. Or worse — they ask you to innovate but while carrying the dinosaur with you, using the dinosaur everywhere, and your goal is to make the dinosaur innovative.
They make you attend meetings to say what you did today, when it could be a message or email.
They make you sit in meetings to take notes, when summaries are auto-generated and you could use that time on something productive.
They expect immediate results without giving their teams space to explore, experiment, and learn the technology.
The "You're totally right" loop
Now AI has arrived and the pattern repeats. If your team hasn't learned how to use AI and give it correct instructions, it will help them 50% of the time. The other 50% they'll be in an infinite loop of "You're totally right," accepting suggestions blindly hoping that this time it works, until they completely lose control of what they're doing.
At that point, the one in control isn't that person — it's the AI. The only question is who's paying for the license and the tokens being burned.
What successful companies do differently
Meanwhile, the companies that actually succeed:
- Give their teams explicit time to explore without immediate deliverables
- Allow experimentation and failure
- Provide resources to iterate until they find what works
- Integrate everything gradually
- Train their people to use the technology correctly
The pattern always repeats
The companies that win long-term are the ones that invest in their teams' learning, not just in the technology.
This time will be no different.
Dedicate time to adopt all of this, give your people space to experiment and try without fear, and in a few months you'll see the tree starting to bear fruit.