2. Planning AI-Powered Business Solutions (25–30%)

Planning is where architecture decisions are made or lost. This domain tests whether you can translate a vague business need — "we want AI" — into a concrete strategy with the right platforms, the right data, the right governance, and a defensible ROI. The exam emphasizes decision-making at the strategy level: not how to build an agent, but whether to build one at all, which platform to use, and how to justify the investment.