You can switch an off-the-shelf AI tool on this afternoon. Getting it genuinely embedded in a workflow - used consistently, trusted, and actually saving time - takes weeks to months. Confusing those two timelines is why so many rollouts stall after a fast start.
The two speeds of deployment
- Technical go-live: hours to days. Subscribe, configure, connect to what you already use.
- Real adoption: weeks to months. People change habits, learn where it helps, and build trust in the output.
The bottleneck is almost never the software - it is behaviour change. Budget your time accordingly.
Deploy fast, adopt deliberately
Move quickly on the pilot, then slow down for the people. Start narrow - one team, one task - prove it, and expand. Trying to deploy everywhere at once is a reliable way to start with AI badly.
The bottom line
Deploying the tool is fast; deploying the habit is slow - plan for months of adoption, not days. Managing that transition is exactly what the Generative & Agentic AI for Business Leaders course at London School of Business UK prepares leaders to do. Enquire today.