Classifying AI SaaS products well comes down to one habit: describe what a tool actually does, using consistent criteria, and let that description—not the marketing—guide the decision. Run the removal test, note the autonomy level, check where your data goes, and read the risk tier by consequence. Do that across a few tools and the differences that marketing tries to blur become obvious. The next time a vendor tells you their product is “AI-powered,” you'll have a concrete way to ask what they actually mean.
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