When the Robots Run the (Wrong) Numbers

Ever since an article titled The Future of Business is Artificial Intelligence graced the CEO’s feed, AI has taken up nearly half of our weekly meeting time. Overnight, it became the hero, the magician, and the answer to the questions no one had asked correctly.

Month end close running long? No need to examine workflows, approvals, or the fact that half our reconciliations are held together with good intentions and conditional formatting. AI will swoop in and clean up decades of process debt like a digital superhero. Forecasts inaccurate? Forget aligning assumptions or improving data integrity. AI will simply manifest the truth from the same inconsistent inputs we’ve been wrestling with for years. Annual budgeting painful? Why bother with cross functional alignment when we can sprinkle some AI on top and watch the allocation politics disappear? Truly inspiring stuff.

The enthusiasm is admirable, but the reality is… not exactly the next box office superhero blockbuster.

AI Accelerates Whatever Already Exists

AI doesn’t fix broken processes. It speeds them up. If our reconciliations are inconsistent, our data unreliable, or our workflows rely on Sam (the the knowledgeable, well intended analyst who has been with the company for 20 years and is the only person who understands his spreadsheets), AI won’t transform any of it. It will automate confusion at scale.

Forecasting models don’t become more accurate because they’re powered by AI. They become more accurate when the underlying drivers are consistent, the pipeline is honest, and leadership commits to assumptions. Budgeting doesn’t become less painful because an algorithm is involved, either. The pain comes from shifting targets, negotiation based planning, and the annual tradition of: “Plot twist: the strategy changed three times while you were eating lunch, and we’re only telling you now. Also, the final draft is due tomorrow morning. Good luck!”

A Tool, Not a Superhero

Yes, AI can be a powerful accelerator. But it is not a substitute for operational discipline, clean data, or leadership accountability. It’s a tool, not a hero in a fancy suit with cool gadgets, despite recent executive optimism.

AI can help us work smarter. It cannot rescue us from our own organizational habits, no matter how many articles the CEO reads.