Case Study

Model Health Dashboard

BIM QA/QC analytics platform that audits Revit models for compliance, scores health across 8 categories, and surfaces actionable issues — replacing manual model checks that used to take days.

~80%
Audit Time Saved
14832
Elements Audited
8
QA Categories
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The Problem

Model quality assurance on large BIM projects is one of the most time-consuming and error-prone tasks in the coordination cycle. Senior coordinators manually open models, visually inspect naming conventions, check parameter completeness, verify workset assignments, and cross-reference against the BIM Execution Plan — a process that typically takes 1–2 full days per discipline per audit cycle.

Core Challenges

Project Context

Built for the Al Noor Tower Phase 2 project, where the BIM coordination team needed a way to quantify model quality, track improvement over time, and provide discipline leads with specific, actionable issue lists rather than vague "clean up your model" requests.

The Solution

A browser-based model health analytics platform that ingests Revit model audit data, scores health across 8 standardized QA categories, and presents results through interactive radar charts, severity-coded issue tables, and exportable JSON reports.

Health Score

Overall 0–100 score with letter grades (A/B/C), calculated as a weighted average across all QA categories.

Radar Analysis

Spider chart showing strengths and weaknesses across 8 categories — instantly identify which areas need attention.

Issue Tracker

Filterable issues table with Critical/Warning/Info severity levels, element IDs, and discipline tagging.

8 QA Categories

Naming, Parameters, Placement, Rooms, Coordinates, Views, Families, and Detailing — the full BEP compliance stack.

Discipline Breakdown

Bar charts showing issue distribution by discipline — data-driven accountability for each trade.

Export Reports

One-click JSON export with full audit data, category scores, and issue details for project records.

Architecture

Revit Model Audit
JSON Export
Health Analyzer
Chart.js Viz
Report Export

Measurable Impact

~80%
Audit Time Saved
8
QA Categories
24
Issue Types Tracked
14832
Elements Audited

Before vs. After

Technical Deep Dive

Technology Stack

JavaScript (ES6+)Chart.js 4HTML5 / CSS3JSON SchemaGeist Typeface

Engineering Highlights

Future Enhancements

Trend Tracking

Compare health scores across audit cycles over time

Revit Plugin

Direct model scan without manual export step

Auto-Fix Suggestions

AI-powered remediation recommendations

Multi-Model Compare

Side-by-side health comparison across projects

Want to See It in Action?

I'd be happy to demo the model health dashboard and discuss how automated QA/QC can improve your BIM delivery quality.