‍Putting AI into your business is the easy part. Knowing whether to trust what it gives you is the part that protects you. Here is how I verify an AI workflow before it earns that trust.

If you’re asking whether AI will replace your team, you’re asking the wrong question. The better question is: “What could my team accomplish if their time was spent on work that actually matters?”

The businesses getting real value from AI aren't the ones who moved fastest. They're the ones who had something solid underneath the tools when they arrived. Here's what that foundation actually looks like.