Human oversight in AEC AI workflows

Engineering environments require accountability. Outputs that cannot be reviewed, rejected, or traced create more risk than they remove.

Madany is designed so engineers and project-controls professionals remain in the loop: accept, annotate, escalate.

Certification and compliance claims are avoided until verified. Confidentiality and project-scoped handling remain defaults.

Illustrative note: mock editorial pending founder review.