AI tools require workflow redesign and practice; mistakes are acceptable if organizations iterate, redesign processes, and support adoption through feedback and training.
In 2023, most companies were experimenting with large language models. These tools helped with writing, research, and support tasks. They were smart, but they waited for instructions and could not take action on their own.