Marketplace Predictive Maintenance
Edge AI & Predictive Maintenance Directory

Stop Reacting. Start Predicting.

The definitive directory of AI-powered predictive maintenance platforms for commercial HVAC, building automation systems, and IoT equipment monitoring — curated for facilities and energy teams.

18+
Vetted Providers
$15B
Market Size 2025
25%
YoY Growth
40%
Avg. Downtime Reduction
Category:
$15B+
Global predictive maintenance market in 2025
25%
Compound annual growth rate through 2030
30–40%
Typical maintenance cost reduction from AI-driven insights
$2K+
Monthly energy savings per building with integrated monitoring

How EnergyStackHub + Predictive Maintenance Work Together

EnergyStackHub becomes the "brain" connecting your energy cost data with equipment health signals. Partner providers feed real-time sensor data into our platform — you get unified dashboards, AI-driven recommendations, and partner referral savings.

01
Connect Your Building
Link utility bills, meters, and BAS via EnergyStackHub's open API. Takes <30 minutes with most BMS platforms.
02
Partner Integration
Select a predictive maintenance provider below. Their sensors and AI push equipment health data directly to your ESH dashboard.
03
Unified Intelligence
Energy cost anomalies + equipment alerts in one view. Catch a failing chiller before it spikes your demand charges.
04
Partner Savings
ESH-referred customers get 10–15% off partner subscription pricing. We only recommend platforms that deliver measurable ROI.
Provider Directory
Sorted by category · Click any card to request an intro
18 providers
VG
Verdigris ⚡ ESH Partner
AI-native energy intelligence that plugs into your electrical panels. Sub-circuit metering with 1-second granularity reveals equipment health signals invisible to any other platform.
verdigris.co ↗
HVAC Monitoring IoT Sensors Smart Metering Fault Detection
Detected chiller motor degradation 3 weeks before failure at a 400,000 sq ft office campus — preventing $180K in emergency replacement costs.
Equipment Types
Chillers, AHUs, RTUs, Pumps
Pricing Model
SaaS per building
Coverage
North America
FC
Facilio BAS Platform
Connected buildings OS that unifies maintenance, operations, and sustainability data. Real-time equipment health scoring across your entire portfolio.
facilio.com ↗
Building Automation HVAC Predictive Enterprise
Reduced energy consumption by 28% and maintenance costs by 35% for a 50-property commercial real estate portfolio in 12 months.
Equipment Types
Full BMS Integration
Pricing Model
Per sqft / portfolio
Coverage
Global
CT
CopperTree Analytics FDD Specialist
Fault detection and diagnostics (FDD) purpose-built for commercial HVAC. Kaizen — their SaaS platform — catches equipment faults automatically and ranks them by energy impact.
coppertreeanalytics.com ↗
HVAC FDD BAS Integration Fault Detection
Identified 47 previously unknown HVAC faults across a university campus, saving 2.1M kWh annually — $210K at commercial rates.
Equipment Types
Chillers, Boilers, AHUs, VAVs
Pricing Model
Annual license per point
Coverage
North America
SF
SkyFoundry Open Platform
SkySpark analytics platform for building data. Open-source Haystack protocol with powerful analytics scripting for custom FDD rules, energy reporting, and equipment monitoring.
skyfoundry.com ↗
Open Protocol Haystack Custom Analytics
Equipment Types
Any BACnet/Modbus Device
Pricing Model
Point-based license
Coverage
Global
SW
Switch Automation Portfolio Platform
Cloud-based building data platform that centralizes operational data from any BMS. AI-driven fault detection, automated work orders, and ESG reporting for large portfolios.
switchautomation.com ↗
BMS Integration Portfolio Management AI Analytics
Equipment Types
All BMS Systems
Pricing Model
Per sqft / portfolio
Coverage
Global
BB
BrainBox AI AI-First
Autonomous AI for commercial HVAC systems. Connects directly to existing BMS, uses deep learning to predict and optimize HVAC operations 24 hours in advance — no retrofit required.
brainboxai.com ↗
HVAC Optimization BMS Native Deep Learning
Reduced energy consumption 25% and carbon emissions 40% at a Manhattan office tower — while improving occupant comfort scores.
Equipment Types
HVAC / Chillers / RTUs
Pricing Model
Shared savings model
Coverage
North America, Europe
AQ
Aquicore Energy Intelligence
Real-time energy intelligence platform for commercial real estate. Meter-level data collection with AI-driven anomaly detection, demand response, and sustainability reporting.
aquicore.com ↗
Smart Metering IoT Platform Anomaly Detection
Equipment Types
Electricity, Water, Gas
Pricing Model
Per building / portfolio
Coverage
US, Canada
EN
Entouch Controls Multi-Site HVAC
Energy management and IoT platform for multi-site commercial operators. Centralized HVAC control, automated fault detection, and predictive alerts across hundreds of locations.
entouchcontrols.com ↗
HVAC Control IoT Gateway Multi-Site
Equipment Types
HVAC, Lighting, Refrigeration
Pricing Model
Per location subscription
Coverage
North America
GP
GridPoint Energy Management
Energy management platform for distributed commercial locations. IoT sensors and controls for HVAC, lighting, and refrigeration with AI-driven predictive maintenance alerts.
gridpoint.com ↗
Energy IoT HVAC Control Predictive Alerts
Managed over 11,000 commercial sites, delivering average energy savings of 20% through automated control and predictive insights.
Equipment Types
HVAC, Lighting, Refrigeration
Pricing Model
Per site subscription
Coverage
United States
DX
Dexma (Spacewell Energy) EU Leader
Energy intelligence platform popular in European commercial real estate. Advanced metering analytics, ISO 50001 compliance reporting, and AI-driven efficiency recommendations.
spacewell.com/dexma ↗
Smart Metering BMS Integration ISO 50001
Equipment Types
All Utility Meters + HVAC
Pricing Model
Annual SaaS
Coverage
Europe, Global
SE
Schneider EcoStruxure OEM Platform
Schneider Electric's IoT-enabled architecture for buildings and industries. End-to-end platform from field devices through to cloud analytics with predictive maintenance built in.
se.com/ecostruxure ↗
OEM Ecosystem Full BAS Edge Computing
Equipment Types
Full Electrical + HVAC
Pricing Model
Project + subscription
Coverage
Global
HF
Honeywell Forge OEM Platform
Enterprise building management cloud from Honeywell. AI-driven predictive maintenance for HVAC, fire safety, and security systems with digital twin capabilities for large portfolios.
honeywell.com/forge ↗
Enterprise BMS Native Digital Twin
Equipment Types
HVAC, Fire, Security, Elevators
Pricing Model
Enterprise licensing
Coverage
Global
JC
Johnson Controls OpenBlue OEM Platform
Connected buildings platform combining IoT sensors, AI analytics, and Johnson Controls equipment expertise. Predictive maintenance for chiller plants, air handling units, and entire campus systems.
johnsoncontrols.com/openblue ↗
Enterprise OEM Chiller Plant Campus Systems
Equipment Types
Full HVAC, Chillers, Campus
Pricing Model
Service contract + SaaS
Coverage
Global
SX
Siemens Xcelerator OEM Platform
Siemens' open digital business platform for buildings. Building X suite provides AI-driven predictive maintenance, automated fault detection, and decarbonization analytics.
siemens.com/xcelerator ↗
Enterprise OEM Building X Suite Decarbonization AI
Equipment Types
Full BAS + Electrical
Pricing Model
Platform + services
Coverage
Global
BF
Budderfly Zero CapEx
Energy-as-a-service (EaaS) provider for restaurant and retail chains. They replace aging HVAC and refrigeration equipment with smart, monitored alternatives — zero upfront cost, performance guarantee.
budderfly.com ↗
HVAC Replacement Smart Equipment EaaS Model
Deployed across 2,500+ QSR locations with guaranteed energy savings of 20–35% per site and zero capital investment from the operator.
Equipment Types
HVAC, Refrigeration, Lighting
Pricing Model
Shared savings / EaaS
Coverage
United States
PR
Prescient (75F) Smart HVAC Control
Wireless IoT controls and predictive HVAC management. Self-learning algorithms adjust comfort and equipment runtime based on weather, occupancy, and historical performance data.
75f.io ↗
Smart HVAC Wireless IoT Self-Learning
Equipment Types
Commercial HVAC / VAV
Pricing Model
Hardware + subscription
Coverage
Global
TT
Turntide Technologies Motor AI
AI-powered smart motor system for HVAC fans and pumps. Replaces standard induction motors with intelligent drives that optimize RPM in real time, detect failures 12–16 weeks in advance.
turntide.com ↗
Motor Optimization Smart Drive Failure Prediction
Average 64% energy savings on fans and pumps, with motor failure detection 12–16 weeks before breakdown — preventing unplanned downtime.
Equipment Types
Fan / Pump Motors
Pricing Model
Hardware + SaaS
Coverage
Global
SV
Sievert (BuildingIQ) Demand Flexibility
Predictive HVAC optimization and demand response platform. Uses weather forecasting, occupancy data, and grid signals to pre-condition buildings and reduce peak demand charges.
buildingiq.com ↗
Demand Response Peak Management Weather Prediction
Equipment Types
HVAC / Chiller Plant
Pricing Model
SaaS + demand savings
Coverage
US, Australia
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