We dramatically underestimate how much change management it is going to take to automate most knowledge worker tasks.
Between data being in legacy environments or systems or without good APIs, context missing for doing the task, teams that are less technical, and other factors, there’s still a lot of work to drive real AI transformation in an enterprise.
This is actually great news if you’re building right now because the opportunity is to build the software bridges to make this easier, or to build new services firms to help with this change management. Opportunity is all around for those looking.
Silicon Valley thinks AI agents are a $20/mo self-serve subscription.
Main Street is paying local agencies $10,000 just to turn them on.
Everyone assumes AI will be bought primarily online like Slack or Zoom. I think they are wrong.
Some of the biggest winners in the AI boom won't be the software vendors. It will be the humans installing it.
Here is the reality of SMBs right now:
• 54% lack internal AI expertise.
• 41% have data quality too poor for AI to even work.
• 41% already prefer buying AI through a local IT provider.
You cannot "1-click install" a genius AI into a messy CRM or a 15-year-old server. It will just execute the wrong tasks at the speed of light.
The AI software will be cheap and a lot will absolutely be bought online. Making it actually work for a messy, real-world business will be expensive.
Very bullish on the "Do It For Me" economy being back.