Data Sanity in an AI World: How to Drive Real Business Value

To the point: “The central paradox of the current AI boom is our obsession with results while neglecting the source.”—Data sources drive AI results!

There is no AI value creation without data quality management, no AI strategy without data strategy:

“Despite all the excitement, the most critical factor for successful AI or data science projects remains the quality and relevance of input data — but since that’s the unsexy and hardest part, it often gets ignored.”

Data-driven means driven to get the right data right:

“For businesses, this means prioritizing clear goals and quality data over the allure of the AI bandwagon.”

After AI mania, it’s time for data sanity:

“By focusing on real problems, quality data, and tangible impact, Petrov’s message is clear: in the age of AI, a dose of sanity might be the most valuable algorithm of all.”

The good read:

👉 https://dataconomy.com/2025/07/29/data-sanity-ai-world-drive-real-business-value/