AI is Only as Smart as Your Data
Every week, someone asks me: “Should we use ChatGPT? Claude? Grok? Copilot? Perplexity?” My answer is almost always the same: Let’s refine the question.
Most AI models are becoming incredibly capable. Switching from one model to another might improve your results a little. But that’s rarely where the real advantage comes from. The organizations getting the biggest return from AI aren’t simply buying better models, they’re building better foundations.
They’ve organized their documents. They’ve cleaned up their data. They’ve established governance. They’ve created and maintained a central and trusted sources of truth. And they’ve made sure their AI can access the right information at the right time.
Think of AI as an incredibly smart new employee. If you lock that employee in a room with Google, you’ll get Google-quality answers. If you give that employee access to your organization’s best documents, policies, templates, playbooks, and institutional knowledge, you’ll get something far more valuable.
AI is only as useful as the information you allow it to use. Too many organizations are still treating AI like a glorified search engine, hopping from model to model in search of a magical answer. Don’t get me wrong … there is incredible value in that as well, but the real competitive advantage won’t come from the model alone. It will come from combining a great model with trustworthy, well-governed information.
In other words, before you spend more time choosing your AI, spend more time organizing what you’ll ask it to read.
That’s where the magic begins.