I stumbled across a fascinating piece in The New York Times recently about a pair of brothers who basically built a massive $1.8 billion company on the back of automated AI. It got me digging into tools that facilitate this kind of rapid growth, and one name that keeps popping up in business circles lately is Roger AI.

Why the sudden hype? Think about all the mind-numbing administrative work that goes into running a business—especially accounting, bookkeeping, and paying vendors. Roger AI targets exactly that. It leverages machine learning to ingest data, recognize patterns in invoices, and automate the grueling back-office tasks that no one actually wants to do.

The fact that tools like this are becoming accessible not just to massive corporations, but to everyday small-to-medium businesses, is a pretty big deal.

The Reality Behind the Curtain It’s easy to get swept up in the narrative that AI will just magically handle your entire business operations. The story of the two brothers in the NYT makes it sound like a cheat code for success. And while it undeniably helps scale things up by freeing your staff from data entry, it’s not foolproof.

You still need a human in the loop. I’ve always felt that companies try to oversell these platforms as total replacements for human judgment, which usually leads to a rude awakening. If you don’t train your team on how to actually use the platform—and how to spot when the AI makes a hallucinated mistake—you’re just going to automate bad decisions faster.

Thinking of trying it out? If you’re drowning in paperwork and considering taking the plunge:

  • Don’t rush in blindly: Figure out exactly what bottlenecks are slowing your team down first.
  • Test the waters: Try feeding the platform a small batch of invoices or data before giving it the keys to the entire castle.
  • Keep an eye on it: Make sure you’re regularly auditing the output.

We’re moving past the phase where AI is just a cool gimmick. It’s doing real, boring, highly profitable work now. The companies that figure out how to integrate tools like this without losing their human instinct are the ones that are going to win the next decade.