Most businesses know AI matters but don't know where to begin. Here's a framework for finding your highest-impact AI opportunities.
The AI opportunity gap
Every business leader has heard that AI will transform their industry. But between hearing about it and actually doing something about it, there's a gap. Most companies are stuck in "AI awareness" — they know it matters, they've seen the demos, but they haven't identified where it creates real value for them.
Start with the problem, not the technology
The biggest mistake businesses make is starting with "how can we use AI?" instead of "what problem are we trying to solve?" AI is a tool, not a strategy. Begin by mapping your most time-consuming, repetitive, or error-prone workflows. Those are your candidates for AI.
The 80/20 of AI opportunities
In our experience, 80% of practical AI value comes from three areas: customer support automation, document processing and analysis, and internal knowledge retrieval. If you're unsure where to start, these three areas almost always deliver measurable ROI.
Build, measure, iterate
Don't wait for a perfect AI strategy. Start with a small, well-scoped pilot. Measure the results. Learn. Iterate. The companies that win with AI aren't the ones with the most elaborate plans — they're the ones that start, learn, and adapt fastest.