Technology
How to Choose an AI Tool for Your Team
Most AI purchases fail for the same reason: the tool came first and the problem came second. Here is a simpler order of operations.
Start with the problem, not the product
Before you look at a single demo, write down the one task that costs your team the most time or causes the most rework. Be specific: "drafting first-pass client summaries" is a problem. "Using AI" is not. A clear problem gives you something to measure, and it keeps a slick demo from steering the decision.
Test on your own work
Vendor demos are built to succeed. Give each finalist three to five real examples from your team's recent work, with sensitive details removed, and compare the results side by side. Ask the people who do the work to grade them, because they will notice errors that a manager reviewing a demo never will.
Check the questions people skip
A good tool that creates a data problem is still a bad purchase. Before you commit, get answers to these:
- Data handling: Where does your information go, who can see it, and is it used to train the vendor's models?
- Access and controls: Can you manage who uses it, and can you turn off features you do not want?
- Fit with what you own: Does it work with the software your team already uses every day, or does it add one more login?
- Total cost: What does it cost at the size your team will be in a year, including add-ons, and what does it take to leave?
Plan for adoption before you buy
The best tool in the world does nothing if nobody opens it. Decide up front who will champion it, what a good first week looks like, and how you will know it is working after ninety days. A small pilot with a willing group beats a company-wide rollout almost every time.
Know when the answer is "not yet"
Sometimes the right recommendation is to wait, or to use a tool you already own. A defensible decision is one you can explain in plain language to your leadership, your team, and your clients. If you cannot, keep looking.
Best Bet Tech & AI gives growing companies an independent, plain-English recommendation they can defend.
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