---
title: Reports
summary: What happened when real people used what shipped. Then discovery begins again.
type: artifact
order: 7
activity: Validation
loop_stage: validation
domains: [people, business, economics]
status: draft
version: 0.1
updated: 2026-10-25
sources: [Traditional UX Practice v1.2 (2010)]
confidence: stated
next: raw-data
---

What happened when real people used what shipped. Then discovery begins again.

## Where it comes from

**Activity:** Validation. From the 2010 list: Analytics. User acceptance testing. Usability testing. KPI reporting against ROI, quantitative and qualitative.

## The spec (to be worked)

| Part | What goes here |
| --- | --- |
| Inputs | What this artifact is made from |
| The skill that makes it | The steps an agent or a person follows |
| Shape | A fixed template the next skill can read |
| How it's checked | What has to be true before it counts as done |
| Next | [Raw data](/artifacts/raw-data) |

This artifact is a skeleton. Fully worked specs come one at a time, and the [changelog](/changelog) records each one.