PrototypeAI Tools & Automation
Construction Report Reviewer (AI)
An AI-assisted review workflow designed to accelerate technical report checks while keeping engineering discipline.
The Challenge
Technical and construction reports are time-consuming to review, and inconsistencies can slip through when timelines are tight.
Solutions
- Structured reports into a reviewable checklist format that supports consistent evaluation.
- Designed prompts/workflows to flag missing sections, weak evidence, and ambiguous statements.
- Focused on explainability: clear reasons and references for every flagged item.
Outcomes
- Reduced review friction and improved consistency of report feedback.
- More repeatable technical review process suitable for team adoption.
- A foundation for future agent-based review automation.
Stack
LLM Workflows
Prompt Systems
Document Structuring
Automation
