Operations · Example
Construction submittal review preparation
Compare submitted product information with project requirements to prepare a focused technical review.
A possible approach to the work—not a client result or a promise of outcomes.
Today
Where work gets stuck
Project teams cross-reference product sheets, specifications, and revisions to identify missing information and possible deviations.
With AI in the workflow
What could change
AI assembles a requirement-by-requirement review table with source references and draft questions. The designated reviewer checks the technical meaning and records the formal response.
Required inputs
- Submittal package and relevant product data
- Current specifications, addenda, and applicable approved changes
- Submittal scope, review checklist, and responsible reviewer
How the example works
- When a submittal arrives, verify the package identity and current project document versions.
- Map submitted information to applicable requirements and link both sides of each proposed match.
- Flag missing evidence and possible deviations; keep a proposed substitution distinct from an approved change.
- Have the designated technical reviewer verify findings, resolve questions, and approve the response through the established project process.
People stay accountable
The human decision
The authorized project reviewer decides acceptability within their role. AI does not approve engineering, certify code compliance, or authorize fabrication, procurement, or installation.
What to measure
Review preparation time, material deviations missed against expert review, unsupported flags, and resubmissions caused by incomplete review information.
Risks to address
Outdated specifications, wrong product variants, overlooked addenda, and text matches mistaken for technical equivalence.
Readiness
Start with one repeatable submittal type, version-controlled documents, and expert-reviewed examples that include deviations.
Typical systems
Project document storage and submittal management tools. The proposed table can be attached to the existing review record; formal approval remains in the project workflow.
Research behind this example
These sources describe related activities or capabilities. They do not establish results for this example or validate the complete proposed workflow.