Validation Rules Builder

Business Case

Problem Statement

Construction data quality challenges:

• Inconsistent naming conventions
• Invalid cost codes and WBS
• Missing or malformed data
• Non-compliant BIM elements

Solution

Rule-based validation engine using RegEx and logic rules to ensure data quality across construction systems.

Technical Implementation

import re
from typing import Dict, Any, List, Optional, Callable
from dataclasses import dataclass, field