Proof framing
This guide reflects founder-led internal workflows and anonymized subcontractor pilot usage. It does not claim independent customer results or replace licensed review responsibility.
The first-pass review pattern
Artifex can help receive a submittal, identify what it is supposed to satisfy, compare it against the available project requirements, and produce a reviewer-ready issue list.
- ✓Confirm the submittal type, trade, specification section, drawing references, and revision history.
- ✓Check for missing data such as cut sheets, test reports, samples, warranties, dimensions, finishes, or substitutions.
- ✓Compare submitted values against known requirements and call out possible deviations.
- ✓Summarize review status and draft comments in the format the team already uses.
How teams keep control
The strongest implementation pattern is human-in-the-loop review. The agent prepares the issue list and supporting references; the project manager, engineer, architect, GC, or subcontractor lead decides what is acceptable.
Outputs worth standardizing
A submittal workflow becomes valuable when it produces the same clean structure every time.
- ✓Completeness check.
- ✓Requirement comparison table.
- ✓Potential substitution or deviation list.
- ✓Questions requiring reviewer judgment.
- ✓Draft response comments and next-step routing.
Bottom line
Submittal automation is best understood as review preparation: fewer missed requirements, cleaner comments, and less time spent rebuilding the same checklist from scratch.