COI.
search Request for Consideration arrow_forward menu
close Submit Innovation
close
Real Estate verified Verified Outcome TRL 9

Predictive HVAC Optimization

domain Client: Commercial Office / Co-Working handshake Provider: 75F schedule Deploy: 2020-Present
91 Impact
Enterprise Ready
Evidence Score: 5/10
Strength: High

Executive Summary

ANALYST: COI RESEARCH

Retrofit of IoT-based building management system (BMS) controls that use predictive machine learning to adjust HVAC loads based on weather forecasts and occupancy.

rate_review Analyst Verdict

"Solves the 'dumb building' problem. Most HVAC systems run on static schedules (on at 8am, off at 6pm). 75F makes the building sentient, reacting to the weather and people inside to cut waste without sacrificing comfort."

lock
Full Audit Report Available Includes Risk Register, Technical Specs & Compliance Data.

warning The Challenge

Legacy HVAC systems are reactive and inefficient, often cooling empty rooms or fighting against the sun load too late. This leads to high energy bills and tenant complaints ('thermal wars'). Retrofitting a full BMS in older buildings is usually too expensive ($100k+).

psychology The Solution

Deployed a 'light' BMS using wireless sensors and smart dampers. The system pulls local weather data (cloud cover, humidity) and senses room occupancy. It preemptively cools rooms before they get hot (using free outside air when possible) and throttles down empty zones. Installation is wireless and rapid.

settings_suggest Technical & Deployment Specs

Integrations
BMS / Smart Thermostats
Deployment Model
Hardware + SaaS
Data Classification
Sensor / Energy
Estimated TCO / ROI
Low (Wireless retrofit)
POC Summary ( to )

"N/A"

shield Risk Register & Mitigation

Risk Factor Severity Mitigation Strategy
Connectivity Medium 900MHz mesh network.
Cybersecurity Medium Encrypted edge nodes.

trending_up Impact Trajectory

Audited value realization curve

19.7% energy savings achieved (WeWork) Verified Outcome
Primary KPI10% reduction in total kWh (Hilton)
Audit CycleInstallation completed in < 120 days

policy Compliance & Gov

  • Standards: ASHRAE Standards
  • Maturity (TRL): 9
  • Evidence Score: 5/10
  • Data Class: Sensor / Energy

folder_shared Verified Assets

description
Verified Case Study
PDF • Version 1
lock
verified_user
Technical Audit
PDF • Audited
lock

Related Intelligence

article
Private Internet Backbone for Low-Latency Gaming
View Outcome →
article
Passive Reality Capture for Construction
View Outcome →
article
Cross-Border Core Banking Consolidation
View Outcome →
Security Architecture

The "Blind Verification" Protocol

How we verified these outcomes for Commercial Office / Co-Working without exposing sensitive IP or identities.

Private
lock_person

1. Raw Evidence

Audit ID: #PRIV-652
Evidence: Direct SQL Logs
Public
public

2. Verified Asset

Outcome: Verified
Ref ID: #COI-652

Strategic Action Center

Identify your current stage and take the next step.

rocket_launch
Replicate This Success
Want similar results? Request a deployment consultation.
psychology_alt
Submit Challenge
Have a different problem? Submit your problem statement.
publish
Publish Case Study
Submit your own verified evidence.
thumb_up
Verify Impact
Audit your existing solution.