Regulated Builds by Fahad RandhawaRegulated Builds by Fahad Randhawa

Regulated Builds

Fahad Randhawa

Fahad Randhawa

The Regulatory Operating System for the Built World
Overview
Regulated Builds is an AI-powered compliance platform designed to navigate the complex regulatory landscape of the construction industry. By digitizing and structuring dense legal requirements, the platform provides construction firms with instant, grounded answers to safety and permitting questions, reducing legal risk and project delays.
The Problem
Construction compliance (OSHA, Fire Code, etc.) is buried in thousands of pages of regulations and obscure "Letters of Interpretation" (LOIs). Relying on general-purpose AI often leads to "hallucinations" that can result in life-safety violations or costly fines.
The Solution (Technical Implementation)
I developed a high-precision Retrieval-Augmented Generation (RAG) pipeline to ensure all AI responses are grounded in official law:
Data Engineering: Created a custom database of OSHA regulations and LOIs from Excel/PDF sources.
Vector Infrastructure: Processed, embedded, and indexed data into a Vector Database for semantic search.
Intelligent Retrieval: Built a retrieval logic that fetches specific OSHA clauses along with their associated LOIs based on user prompts.
Contextual Synthesis: Integrated an LLM to summarize the retrieved raw legal text into concise, actionable safety guidance for field use.
Key Features
Violation Detection: Upload site documentation to automatically flag potential non-compliance.
Clause Filtering: Deep-dive analysis for specific high-risk areas like fall protection and PPE.
Comparative Analysis: Side-by-side comparison of raw regulatory data versus AI-synthesized summaries for verification.
Future Roadmap
Phase 2: Expansion into Fire Code parsing and predictive violation modeling.
Phase 3: Workflow automation via E-permit APIs.
Phase 4: An "AI Superintendent Agent" capable of performing full site scans against regional requirements.
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Posted Feb 25, 2026

Regulated Builds is an AI-powered "regulatory operating system" designed to automate and simplify compliance within the construction industry.