FRAMEWORK SERIES

The Expectation Alignment Framework captures what users expect, what actually happens, and how they feel about the gap. Rows represent participants, columns represent features, and each cell holds 💭 ⚡ 🙂. A zoom‑out layer uses green and red dots to reveal alignment or failure across users. This preserves meaning, exposes patterns, and guides clearer product decisions.