Built by a Practitioner,
Not a Vendor

Senior CRE Operations Leader
APAC Region — 15+ Years in Real Estate & Facility Management

AI Smart Buildings brings hands-on experience from the trenches of enterprise facility management. With a proven track record of deploying AI agents across real estate portfolios, every solution is grounded in practitioner insights, not marketing promises.

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15+ Years in CRE Intelligence

A trajectory from practitioner to chief architect

2009–2012

Facility Management Foundation

Started as FM analyst, managing 50+ buildings across APAC region. Built first custom reporting systems.

2012–2015

CMMS & Analytics Expertise

Led digitization of maintenance ops. Integrated IoT sensors and built predictive maintenance models.

2015–2018

Enterprise Portfolio Optimization

Managed $1.2B+ real estate portfolio. Launched benchmarking and IPMVP-certified energy audits.

2018–2021

Enterprise Real Estate & Workplace Services

Joined Enterprise Real Estate as Senior Lead. Deployed ML-driven occupancy, climate, and space analytics at scale.

2021–2024

Multi-Agent AI Architecture

Chief Architect for BEAST OS. Built 15-agent system covering 9 CRE intelligence domains. Led 15+ pilot deployments.

2024–Present

Independent CRE AI Consultant

Advising enterprises on AI-driven real estate transformation. Launched ai-smart-buildings platform for the industry.

By the Numbers

Real impact from real deployments

0
USD
in Pilots Managed
0
sqm
Optimized
0
agents
AI Agents Deployed
0
domains
Intelligence Domains

BEAST OS: Multi-Agent Operating System

15 specialized agents working in concert for CRE intelligence

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Space
Occupancy
Energy
Consumption
🌡️
Climate
HVAC Ops
🔧
Maintenance
Predictive
💰
Finance
OpEx
👥
Personnel
Workspace
🌱
Sustainability
ESG Goals
📊
Benchmark
Comparison
🔒
Security
Access
📈
Analytics
Insights
🚨
Alerts
Anomalies
🎯
Optimization
Efficiency
📋
Compliance
Regulations
🤝
Integration
API Hub
📱
Reporting
Dashboards
Interconnected Intelligence: Each agent specializes in a specific CRE domain. They communicate asynchronously, share real-time data, and coordinate complex workflows. No single point of failure.

Three Tiers of CRE Intelligence

From research to fully deployed AI agents

Intelligence

Deep research, benchmarking, and market analysis for your portfolio.

  • Competitive market analysis
  • IPMVP energy audits
  • Portfolio benchmarking
  • ESG assessment
  • Cost-benefit analysis

Agent Consulting

Custom AI agent deployment & integration into your tech stack.

  • Requirements analysis
  • Agent architecture design
  • Integration & API setup
  • Data pipeline engineering
  • Deployment & training
  • Ongoing optimization

Tools

Ready-to-use calculators, templates, and frameworks.

  • ROI calculators
  • CMMS templates
  • Maintenance frameworks
  • Energy dashboards
  • Compliance checklists

Credentials & Recognition

Certifications, speaking engagements, and publications

🏆
Certifications

IPMVP Certified Analyst

International Performance Measurement and Verification Protocol

🎤
Speaking Engagements

CBRE Innovation Summit 2023

AI agents in CRE operations

📰
Publications

Real Estate Executive Review

Multi-agent AI systems for portfolio optimization

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Industry Board

IFMA Committee Member

International Facility Management Association

🥇
Award

CRE Innovation Award 2022

Best-in-class FM operations transformation

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Education

Master of Engineering

Building Science & Sustainability

Why Trust This Approach

  • Built at Enterprise Real Estate

    These solutions were architected at scale within enterprise Real Estate & Workplace Services group. Not academic theory—production-proven systems.

  • IPMVP Methodology

    All savings and efficiency claims follow International Performance Measurement & Verification Protocol. Rigorous, transparent, auditable.

  • Real Pilot Data

    15+ successful deployments across 9 CRE domains. Real buildings, real data, real ROI—not vendor marketing estimates.

  • Practitioner-First Design

    Every tool and agent is built by someone who has lived the problem. No disconnects between theory and operations.

Client Logos

Enterprise Tech • CBRE • Cushman & Wakefield • JLL

Start Your CRE AI Journey

Let's explore how BEAST OS can transform your portfolio

Based in
APAC Region (Taiwan)