Weekly essays with actionable insights on what truly matters in data and AI and why they matter for your organization's long-term success. I write to clarify my own thinking, articulating ideas forces deeper understanding and broader perspective. My goal is for these reflections to offer practical value as you navigate your own data and AI journey.
Retailers face opposing AI agent strategies: Walmart partners with OpenAI while Amazon blocks access. Most retailers need a third approach: invest in structured, high-quality product data that delivers value today while positioning for an AI-enabled future.
The real power of data lies in context: understanding the data itself, its origin, and its intended use. Without clear definitions and metadata, even accurate data gets misinterpreted. Treat data quality as a business decision, not a technical one.
Whether there's an AI bubble is irrelevant to your strategy. AI encompasses diverse technologies delivering real value today. Like the internet after the dot-com crash, the capabilities will remain and improve regardless of market valuations or startup failures.