Strategy Before Software: How CXO Leaders Should Evaluate AI Opportunities.
The executive questions that should come before vendor selection, platform decisions, and AI pilots.
The right AI decision begins with the business outcome, workflow, economics, evidence, and operating conditions. Software selection should follow—not lead—that analysis.
Start with the outcome
Define the capacity, revenue, cost, risk, customer, employee, or strategic outcome that must improve. Without a measurable outcome, the technology discussion has no stable reference point.
Find the operating friction
Look for repeated manual work, delays, rework, handoffs, knowledge gaps, exception volume, and decisions constrained by poor access to information. Friction reveals where value may exist.
Test readiness before excitement
Evaluate systems, data, ownership, workflow stability, adoption conditions, governance, and human oversight. A valuable idea can still be a poor first initiative.
Choose technology last
Once the business case and operating requirements are clear, vendors can be compared against the actual job to be done. This reduces the risk of redesigning the problem around the product.