What Carnot Innovations does

Carnot Innovations Limited, founded in 2018 and headquartered at Hong Kong Science Park, develops an AI-powered analytics platform that optimizes HVAC energy consumption and detects faults in building mechanical systems. The platform integrates with existing Building Management Systems (BMS) without overriding them, deploying AI/ML models — including Model Predictive Control and unsupervised fault detection — tuned to individual building data to automate chiller staging, pump sequencing, and air-handling-unit control. Validated outcomes include 15% energy cost reduction versus incumbent BMS controls, 90% of hidden faults uncovered, and average ROI within two years across deployments spanning commercial real estate (including a 12-building Grade A portfolio), healthcare facilities, data centers, public transport stations, and a sewage treatment works.

The company's product suite includes AI Energy Optimization, Predictive Maintenance, AI Fault Detection and Diagnostics (FDD), Data Visualization, BIM integration, mobile apps, work order management, and Continuous Commissioning services. Carnot operates a SaaS subscription model augmented by implementation and consulting services, with a 4-week proof-of-concept sales motion targeting enterprise facility managers and building owners. Geographic reach spans Hong Kong, Singapore, and Thailand, with the company backed by HK Science Park, government funds, and venture capital including 500 Global, Entrepreneurs First, and MTZ Holdings (USD 800,000 seed in 2020).

The go-to-market relies on direct enterprise field sales, content marketing via an industry-focused blog, LinkedIn engagement, and earned credibility from awards such as the 2024 ASHRAE Hong Kong Chapter Technology Award and 2024 PropTech Excellence Awards Gold Prize. Customer engagements are POC-led with 12-week deployments, positioning Carnot as a complement — not replacement — to incumbent BMS infrastructure across Asia's commercial and institutional real estate markets.

Name

Carnot Innovations

Legal name

Carnot Innovations Limited

Website

https://carnot-innovations.com

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

Carnot Innovations is a Hong Kong-based AI SaaS platform that optimizes HVAC energy use and provides predictive maintenance for commercial buildings, hospitals, data centers, and infrastructure facilities across Asia. Its AI models integrate with existing BMS systems to deliver automated chiller optimization and fault detection.

Ownership category

akta.pro rank

Product category

Smart Building AI Software

NAICS

Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821), Custom Computer Programming Services (541511)

SIC

Auto Controls For Regulating Residential & Comml Environments (3822), Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

HVAC Controls & Optimization (Smart Thermostats, VAV, Chillers/Boilers Controls) (BPABAGAB)

akta.pro secondary industries

Smart HVAC Monitoring, Diagnostics & Predictive Maintenance (HSAOANAC), Smart Building Software Platforms (IWMS/CAFM Integration, Digital Twin, Command Center) (BPABAGAG), Smart HVAC, IAQ & Energy Optimization (HSAPAPAB)

Keywords

• HVAC energy optimization
• AI fault detection
• Predictive maintenance
• Smart building analytics
• Chiller plant optimization

Headquarters

HQ city

Wan Chai

HQ country

Hong Kong SAR China

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. AI Analytics Platform SaaS: Software as a Service (SaaS) pricing model for the AI-powered analytics platform. Platform is deployed to optimize HVAC energy in buildings with automated controls and monitoring capabilities.
2. Implementation and Consulting Services: Project-based services for deploying the Carnot AI platform, including BMS integration, sensor installation, historical data analysis, optimization model development, and training.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels4 records

Core offering

Carnot Innovations sells an AI-powered analytics SaaS platform that integrates with existing Building Management Systems to optimize HVAC energy use, detect equipment faults, and enable predictive maintenance in commercial buildings, hospitals, data centers, and infrastructure facilities. The company also delivers implementation, integration, and continuous commissioning services as part of project deployments, with pricing on a SaaS subscription basis plus professional services.

Product overview

Carnot Innovations offers a unified AI-powered analytics platform called the Carnot AI Powered Analytics Platform, which provides data-driven actionable insights and automated energy optimization controls. The core platform integrates multiple modules including AI Energy Optimization, Predictive Maintenance, AI FDD (Fault Detection and Diagnostics), Data Visualization, Data Acquisition, Prescriptive Insights, and Mobile Apps. The system operates with existing Building Management Systems (BMS) without requiring changes, running in parallel to optimize HVAC energy patterns. Specialized features include BIM Integration for building information modeling, Fault Analysis for root cause identification, Equipment Health monitoring, Thermal and Occupancy Heat Maps, Centralized Portfolio Management for monitoring multiple buildings, Plant Monitoring and Analytics, Configurable Reports with automated PDF generation, and Work Order Management. The company also provides Continuous Commissioning services for ongoing optimization.

Differentiator

Problem solved

Functional benefit

Products and services

• Carnot AI Powered Analytics Platform Unified AI-powered analytics platform providing data-driven actionable insights and automated energy optimization controls that integrate with existing BMS to optimize HVAC energy patterns, detect faults, and automate controls for enterprise buildings.
• Chiller Plant AI Optimization Platform Centralized software that automatically retrieves data from critical mechanical equipment, building automation systems, and IoT devices to deliver advanced analytics and optimized real-time controls for chiller plants in commercial and industrial facilities.
• Continuous Commissioning Service Ongoing retro-commissioning service that performs continuous data gathering from running building systems and applies Carnot's analytics platform to identify and act on energy-saving opportunities over time.

Quantifiable outcome

• 15 million kWh/year energy saved
• +6 more outcomes

Named customers7 records

Segments5 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration3 records

AI capability5 records

Feature10 records

Scale indicators9 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• BuildingIQ: BuildingIQ provides AI-based HVAC optimization for mid- and large-scale commercial buildings, with predictive control and fault detection directly comparable to Carnot's energy optimization and AI FDD modules.
• 75F: 75F combines IoT sensors with cloud-based AI to optimize HVAC and indoor air quality in commercial buildings, closely overlapping Carnot's BMS-integrated, sensor-driven optimization and FDD value proposition.
• GridPoint: GridPoint delivers building energy management, submetering, and HVAC optimization with analytics-driven fault detection, comparable to Carnot's enterprise energy and predictive-maintenance stack.
• Switch Automation: Switch Automation provides a building analytics platform with real-time equipment health monitoring, fault detection, and HVAC optimization for multi-site portfolios, closely aligned with Carnot's portfolio management and FDD features.
• Verdigris Technologies: Verdigris uses AI on high-frequency electrical sensor data to detect equipment faults and optimize building energy use, overlapping with Carnot's AI-based anomaly detection and predictive maintenance capabilities.
• BrainBox AI: BrainBox AI offers an AI-driven building HVAC optimization and fault-detection platform deployed across commercial real estate globally, making it the closest direct peer to Carnot's chiller and BMS optimization offering.

Broad incumbents

• Johnson Controls (OpenBlue): Johnson Controls' Metasys BMS and OpenBlue digital platform provide AI-enabled building optimization and FDD, representing one of the largest incumbents in Carnot's addressable market.
• Schneider Electric (EcoStruxure): Schneider Electric's EcoStruxure Building platform combines BMS, power, and analytics for commercial buildings, directly competing with Carnot at the enterprise smart-building layer and offering a potential OEM channel.
• Siemens Smart Infrastructure (Building X): Siemens' Desigo CC BMS and Building X digital portfolio target the same enterprise building customers with integrated analytics, FDD, and optimization — a major incumbent competitor and potential partner.
• Honeywell (Forge / Building Management): Honeywell offers BMS, Niagara controls, and the Forge analytics platform for commercial buildings — a broad incumbent whose native AI optimization and FDD features increasingly overlap Carnot's value proposition.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/carnot-innovations

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds1 record

Investors4 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Carnot Innovations