Human Over the Loop

Human Over the Loop

Illustrative workflow concept — not a customer deployment.

AI assists. Humans decide.

VoxBuild uses AI to propose structure from voice and visual input — extracting location, discipline, asset, condition, action, and follow-up fields. But the system does not approve changes. The recorder confirms critical facts. The reviewer makes the accountable decision.

Confidence-aware by design

High-confidence fields are prefilled for efficiency. Medium-confidence fields are highlighted and require human confirmation. Low-confidence or missing fields remain unresolved and visible. A polished sentence is not a substitute for a complete, verified record.

Responsibility is not automated away

The recorder confirms or corrects extracted facts. The accountable reviewer decides whether to accept, reject, or request more information. Authorized BIM/VDC, design, or document-control personnel decide how accepted information is incorporated. AI proposes. People retain authority.