AI Automation: What It Actually Means for Your Business

Most valuable AI work looks nothing like a chat interface. It looks like a document arriving, being classified, extracted, validated and filed without anyone opening it.

Start by mapping where your team retypes information from one system into another. Those seams are where automation pays first.

Every deployment needs an evaluation harness. Without one you cannot tell an improvement from a regression.

Keep a human in the loop where the cost of being wrong is high, and remove them where it is not.