The 5 levels of AI adoption and why a lot of AI advice is bad
Great framework — the 5 levels of AI adoption map well to what we see in SMB finance teams too. Most are stuck at level 2.
Control & governance around context that flows into AI models is an important step if you want to encourage adoption safely in enterprise and evidence for audit purposes www.boundarycontrol.com
The real divide is no longer “uses AI” versus “doesn’t use AI.”
It’s builders versus spectators.
Most companies still think AI is a productivity tool layered onto the old org chart.
The real disruption starts when the org chart itself becomes negotiable.
Great framework — the 5 levels of AI adoption map well to what we see in SMB finance teams too. Most are stuck at level 2.
Control & governance around context that flows into AI models is an important step if you want to encourage adoption safely in enterprise and evidence for audit purposes www.boundarycontrol.com
The real divide is no longer “uses AI” versus “doesn’t use AI.”
It’s builders versus spectators.
Most companies still think AI is a productivity tool layered onto the old org chart.
The real disruption starts when the org chart itself becomes negotiable.