A customer walkthrough may last only minutes, but turning that video into dependable moving inventory requires AI to understand rooms, conversations, objects, evidence, and uncertainty at the same time.
BundleBox engaged iOPEX to engineer a more intelligent approach.
Using Claude Code across the software engineering lifecycle, iOPEX built an evidence-grounded survey pipeline that transforms unstructured walkthrough video into structured inventory while applying deterministic controls for timestamps, duplicate items, evidence integrity, and ambiguous observations.
The result goes beyond video analysis. It creates a traceable, human-governed foundation for automating one of the most consequential stages of the moving journey.
Read the case study to discover how iOPEX used Claude Code to engineer AI survey automation around accuracy, evidence, and human control.
