Software vendors keep pitching us AI tools that promise to optimize our warehouse logistics, but I do not want to buy into tech theater. How do I force these vendors to prove their AI actually solves our specific operational bottlenecks before we sign a contract?

Question

Tyler Smith · Accepted Answer

When software vendors pitch you new tools, they will often talk about advanced algorithms and cutting edge machine learning models. You must ignore this tech theater and focus exclusively on the hard operational improvements they claim to deliver.

To cut through the sales hype, ask the vendor to explain their product without using the words AI or machine learning. If they cannot explain how their software improves your warehouse efficiency or reduces your processing errors in simple operational terms, do not buy it.

You should also require the vendor to run a pilot using a sample of your actual historical data. Do not rely on their pre-packaged demo environments. Have them demonstrate how their platform identifies bottlenecks or automates a specific task in your current workflow.

- Demand that the vendor frame their solution as an operations-improvement project rather than an AI project.

- Ask for a clear definition of the input data required and the exact output your team will receive.

- Evaluate the tool based on capacity creation and error reduction rather than the sophistication of its technology.

By treating every software purchase as a standard operations upgrade, you protect your business from expensive toys. You keep your team focused on tools that actually drive bottom line results.