AI, Assurance, and the Future of Aviation Operations - Aerospace America - AIAA

The AI tool isn't the problem. Getting it to talk to everything else you already use — that's where things fall apart. Aviation engineers just confirmed what I've seen across 500+ business implementa

The AI tool isn't the problem. Getting it to talk to everything else you already use — that's where things fall apart.

Aviation engineers just confirmed what I've seen across 500+ business implementations: the algorithm is rarely the issue. The real barrier is integration. One small system change — like swapping an airport data feed — can cascade into months of delays and wasted budget.

Sound familiar?

If you bought an AI tool that nobody uses, I'd bet it wasn't because the tool was bad. It was because it never properly connected to how your team actually works. It sat beside your existing systems instead of inside them.

This is exactly why most AI rollouts fail quietly. Not with a bang. Just with a $200/month line item that nobody mentions anymore.

Here's the one thing worth doing before your next AI purchase: map your three most time-consuming manual processes and ask specifically how each tool connects to your current software. Not "does it integrate" — but how, and who manages it when something breaks.

That single question has saved my clients more money than any feature comparison ever did.

What's one AI tool you bought that your team quietly stopped using — and what do you think actually caused it?

#AIStrategy #BusinessGrowth #OperationalExcellence #SmallBusiness

Original Source

For Zimmerman, the real barrier is systems integration, not the maturity of AI algorithms. She pointed to a seemingly trivial change, one airport ...