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Decision-Grade Intelligence.
The operator's playbook for AI-HVAC, digital twins, sensor fusion, and smart building strategy — bridging the gap between vendor hype and verified ROI.
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Intelligence, tools, and agents working together to power your building decisions.
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Weekly Intelligence
Verified CRE insights on AI-HVAC, digital twins, sensor fusion, and smart building strategy. Decision-grade research for operators.
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Ready-Made Tools
Deployed case studies and proven playbooks. See how Fortune 500 operators reduced energy waste and improved margins.
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Ask Our Agents9 Knowledge Domains
AI-HVAC & Energy Optimization
Smart climate control and energy efficiency
4 postsOccupancy Analytics & Sensor Fusion
Real-time space utilization and sensor data
5 postsPredictive Maintenance & FDD
Equipment diagnostics and failure detection
6 postsGrid-Interactive & Demand Response
Utility coordination and load balancing
3 postsDigital Twins & BMS Integration
Virtual building models and system integration
4 postsCybersecurity & OT/IT Convergence
Operational technology security
5 postsDecarbonization & ESG Compliance
Sustainability and environmental reporting
4 postsBaaS & Platform Architecture
Cloud infrastructure and backend systems
3 postsCRE Capital & Market Intelligence
Investment analytics and market trends
5 postsFortune 500 Global Tech HQ — AI-HVAC Optimization
IPMVP-verified energy optimization across a 330,000 sqm campus
Deployed AI-driven HVAC control across 3 pilot buildings. The system analyzed 10,000+ sensor data points to optimize chiller sequencing, AHU schedules, and setpoint adjustments. Results validated using International Performance Measurement and Verification Protocol (IPMVP Option C).
Energy Consumption
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Decision-Grade Tools for CRE Operators
Your CRE Intelligence Team
9 specialized AI agents powered by BEAST OS — each trained on domain-specific CRE data to deliver decision-grade insights.
AI-HVAC & Energy
Optimize HVAC systems with AI-driven controls. 20-28% energy savings verified via IPMVP.
11 ReportsDigital Twins
Virtual building replicas for simulation, monitoring, and predictive scenario planning.
4 ReportsPredictive Maintenance
FDD and predictive analytics to catch failures before they cascade into downtime.
2 ReportsBaaS & Platform
Building-as-a-Service: horizontal data layers, Brick Schema, and vendor-agnostic integration.
3 ReportsOccupancy Analytics
4-layer sensor fusion model for real-time space utilization and demand-driven operations.
1 ReportGrid-Interactive
Demand response, load flexibility, and Taipower grid constraint navigation.
1 ReportCybersecurity & OT
Securing BMS/OT networks against rising threats in connected building infrastructure.
1 ReportDecarbonization
Carbon accounting, Scope 1-3 tracking, and regulatory compliance pathways.
2 ReportsCRE Capital
PropTech capital flows, REIT analytics, and smart building valuation frameworks.
Coming SoonBuilt by a Practitioner, Not a Vendor
Robin Chien is a Senior Lead at Google REWS managing $5.1M in AI-HVAC and smart building pilots across APAC. This platform distills 15+ years of facility management and CRE operations experience into decision-grade intelligence — powered by BEAST OS, a multi-agent AI system running 15 autonomous agents.