Ketch Recognized as Leader in Snowflake's Fifth Edition Modern Marketing Data Stack Report

You bought the AI tool. Nobody used it. $200/month quietly cancelled three months later. That's not a you problem. That's a setup-for-failure problem. Most AI implementations skip the unglamorous pa

You bought the AI tool. Nobody used it. $200/month quietly cancelled three months later.

That's not a you problem. That's a setup-for-failure problem.

Most AI implementations skip the unglamorous part — making sure the right data is clean, accessible, and actually connected to the tool doing the work. Without that foundation, even the best AI just sits there looking expensive.

Here's the insight buried in enterprise AI news this week: the companies seeing real ROI aren't buying smarter AI. They're making sure their existing data is organized before they plug anything in. Consent, preferences, customer records — all living in one place the AI can actually read.

That's the gap most small business owners never get told about.

You don't need to rebuild your systems. Start smaller. Before your next AI purchase, ask one question: "Where does this tool pull its data from, and is that data currently clean and in one place?" If your vendor can't answer that clearly, walk away.

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

What's the biggest gap your last AI vendor never warned you about before you signed?

#AIStrategy #SmallBusiness #BusinessGrowth #AIImplementation

Original Source

For our joint customers, Ketch's native integration with Snowflake means consent and preferences are enforced where the data lives, enabling AI-driven ...