geointel/tickets/T-033-demo-workflow.md

Demo Workflow

Objective

Create guided Geel demo using fixtures to exercise area -> reference -> detection -> QA -> export workflow.

Required Inputs

• Read relevant docs in docs/ and docs/18-ultra-prep/.
• Keep V1 scope frozen.

Acceptance Criteria

• API or UI path works.
• Errors are typed.
• Tests cover happy path and one failure path.
• Documentation/TODO updated.
• No fake success states.

Out of Scope

• LiDAR
• Training Studio
• MLOps
• QGIS plugin
• Undocumented architecture changes