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CRS AI Inspection Intelligence
Working Prototype
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Working Prototype

AI-assisted concrete crack inspection, transparently.

A one-month research proof of concept from CRS. Every AI output is experimental, source-grounded, and requires human review — no black boxes, no false certainty.

Research POC. Does not provide structural engineering certification, guaranteed detection, structural safety conclusions, or production-ready AI.

A short, honest workflow

Four steps, always ending in human review.

Capture

Mobile photo, drone upload, or curated sample.

Experimental Analysis

Segmentation of crack-like regions (v0.3-exp).

Human Review

Confirm, reject, or escalate every finding.

Assisted Report

AI-drafted, source-cited, human-approved.

Live Experimental Analysis

Real Experimental AI

A live segmentation model prototype for concrete crack-like regions. Outputs are uncalibrated pixel measurements — never physical widths.

Working Prototype

Source-Grounded Assistant

A retrieval assistant over a curated CRS corpus. Every answer carries citations, and 'not in approved sources' is a first-class result.

AI-Assisted Draft

Human-Reviewed Reporting

AI drafts structured reports with sources. A qualified human reviewer confirms, edits, and approves before anything leaves the platform.