the brief — what we learned
What We Learned
The Experience Snapshot shows what happened. What We Learned says what it means. These are different activities — and conflating them is the most common error in brief writing. A section that reads like a compressed Snapshot has not been written yet.
The question: what do we now understand that we did not before, that would not have appeared in a client interview, and that changes what should be built? Every sentence in a well-written What We Learned is an interpretation — something that required the observation to be possible but that is not in the observation itself.
Description vs meaning — the difference that changes the solution
✗ "Gal spends 47 minutes grading using two browser tabs. She calculates MCQ totals by hand and makes errors toward the end."
Every sentence is already in the Snapshot. Nothing has been interpreted. A developer reading this builds a grading dashboard with better error detection.
✓ "The 47 minutes are not the problem. The switching is. By student 24, Gal is working on depleted focus — not because marking is hard, but because her attention has been spent on navigation and arithmetic rather than reading student work. A grading dashboard does not address this. A view that removes the switching does.
Named unknown: We have not observed the school admin's side of submission. This must be resolved before the submission feature enters Discovery."
The meaning changes the solution. The named unknown surfaces a risk before it becomes a scope change mid-sprint.
How to apply this
- ✓ Wait before writing this section. Writing immediately after observation produces description. The meaning emerges more clearly after the notes have sat for a few hours.
- ✓ Write it as a trio. Each person extracts different meaning from the same observation. What the trio agrees on is more reliable than any single perspective.
- ✓ Does it contain at least one sentence not in the Snapshot? If not, it has not been written yet.
- ✓ Does it name at least one unknown that could change the direction? Unknowns acknowledged are navigable. Unknowns hidden become surprises in implementation.
- ✗ Do not write Decisions before What We Learned is complete. Decisions made before the meaning is extracted tend to be the ones the team already had in mind.