baind

What baind does

baind AG is a Munich-based, early-stage software company (founded 2023) that builds an AI-optimized building operations platform designed to cut energy consumption and CO2 emissions in commercial and residential buildings by up to 50%. Its offering combines an on-premise edge appliance called the Edge Cluster — a redundant "four computers in one box" gateway that aggregates building data across BACnet, MQTT, KNX, OPC UA, Modbus TCP, and M-Bus protocols — with a cloud-managed AI autopilot (KI-Steuerung) that uses reinforcement learning to control HVAC, lighting, and shading systems at one-minute intervals, plus a digital twin module for prediction and anomaly detection, and a Vision visualization layer for property managers.

The company monetizes through a subscription-based SaaS model with bundled hardware (Edge Cluster) and recurring software, support, and monitoring services. Go-to-market is hybrid: direct enterprise sales to building operators, energy managers, and property management teams, augmented by a channel partner program anchored by premium integrator Nutz GmbH, which enables portfolio rollouts across Germany. Customer segments are horizontal across real estate operators and energy management functions, with named enterprise testimonials in real estate, property management, and energy/maintenance. Regulatory alignment with GEG (Building Energy Act), ISO 50001, BAFA subsidy eligibility, FIPS 140-2 cryptography, and GDPR-compliant data residency in Germany are positioned as procurement-relevant differentiators.

The business is privately held and structured as a German Aktiengesellschaft (AG), led by two Vorstände (Florian Huber and Sebastian Weisel) with Martin Garbers as Chairman of the Supervisory Board. The company is sub-10 in headcount and currently operates only in Germany within the broader DACH region. There is no disclosed external funding, ownership structure beyond the executive board, or revenue figure in the available sources.

Name

baind

Legal name

baind AG

Website

https://baind.de

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

1–10 employees

Short description

baind AG is a Munich-based early-stage software company that sells an AI-optimized building management platform combining an edge gateway, reinforcement-learning-based HVAC/lighting control, and a digital twin, targeting building operators, energy managers, and property managers in Germany to deliver up to 50% energy and CO2 savings.

Ownership category

akta.pro rank

Product category

Building Energy Management Software

NAICS

Computer Systems Design Services (541512)

SIC

Auto Controls For Regulating Residential & Comml Environments (3822), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Building Automation Systems (BAS/BMS) Integration & Controls (BPABAGAA)

akta.pro secondary industries

Smart Building Software Platforms (IWMS/CAFM Integration, Digital Twin, Command Center) (BPABAGAG), Facilities Operations, CMMS & Predictive Maintenance (IoT-enabled) (HSAPAPAI), Building Automation & Controls (BAS/BMS, HVAC Controls) (IMAIABAD)

Keywords

• AI building management
• Building energy optimization
• Edge computing platform
• Building automation software
• Smart building platform

Headquarters

HQ city

Munich

HQ country

Germany

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI-Optimized Building Management Platform: Subscription-based SaaS platform for AI-optimized building operations, including Edge Cluster hardware, data platform, AI control, and visualization modules. Revenue generated through software licensing and hardware sales with ongoing support and monitoring services.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

baind sells an AI-optimized building operations platform consisting of three core products: the Edge Cluster (on-premise edge computing hardware with multi-protocol gateway serving as a unified data platform), KI-Steuerung (AI control/autopilot that autonomously optimizes HVAC, lighting, and shading using reinforcement learning), and Vision (visualization interface for monitoring and control). The platform delivers energy and CO2 savings of up to 50% and enables ISO 50001 and GEG compliance for building operators and property managers.

Product overview

baind is an AI-optimized building operations platform that uses a modular architecture combining three core products with supporting modules. The Edge Cluster serves as the foundation—a fail-safe edge computing data platform with gateway functionality that connects to building systems via protocols like BACnet, MQTT, KNX, OPC UA, Modbus TCP, and M-Bus. Vision provides the graphical user interface for visualization, monitoring, and building automation control. The KI-Steuerung (AI Control) delivers the AI autopilot that autonomously optimizes building operations. Supporting modules include the Datenplattform for data management, Energie Management for ISO 50001-compliant energy monitoring, Automatisches Alarming for 24/7 monitoring, and Digitaler Zwilling for predictive analytics and anomaly detection. The platform enables energy and CO2 savings of up to 50% through AI-driven building control without requiring major retrofit investments.

Differentiator

Problem solved

Functional benefit

Products and services

• Edge Cluster
• KI-Steuerung (AI Control)
• Vision (Visualization)

Quantifiable outcome

• Energy and CO2 savings of up to 50%
• +2 more outcomes

Named customers3 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability5 records

Feature5 records

Partnerships

One partnership is on record.

• Nutz GmbHcoreImplementation/ SI/ Consulting PartnerNutz GmbH serves as baind's premium integrator partner, enabling complete portfolio equipment across Germany. They handle the installation and implementation of the Edge Cluster and AI control systems in buildings.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• PassiveLogic: PassiveLogic builds autonomous AI controls and a Digital Twin for buildings, competing head-on with baind's Edge Cluster + Digital Twin + AI Control stack. Both target self-operating buildings with reinforcement-learning-based optimization.
• BrainBox AI: BrainBox AI offers AI-driven HVAC and energy optimization for commercial buildings using deep learning on building data—directly comparable to baind's KI-Steuerung AI autopilot for autonomous HVAC/lighting/shading control.
• GridPoint: GridPoint delivers energy management and IoT building optimization with AI-driven analytics and automated controls, comparable to baind's Datenplattform + Energie Management + AI modules.
• 75F: 75F provides IoT-enabled, cloud-based building management with predictive HVAC control, closely overlapping baind's AI-driven building optimization and edge-to-cloud data platform.
• Kelvin: Kelvin offers AI-based HVAC optimization and a building data platform for portfolios—mirroring baind's AI-driven cross-sector control of heating, ventilation, cooling, and energy monitoring.

Broad incumbents

• Schneider Electric EcoStruxure: Schneider Electric's EcoStruxure Building platform provides integrated BAS and energy management with AI features, competing in the same enterprise energy-optimization space as baind's platform.
• Johnson Controls OpenBlue: Johnson Controls' OpenBlue digital platform delivers AI-enabled building analytics and HVAC optimization; their global installed base is the principal incumbent baind must displace in the commercial-buildings market.
• Siemens Smart Infrastructure (Buildings): Siemens provides Desigo CC and broader building automation, with deep presence in Germany and DACH—serving as the dominant incumbent that baind's manufacturer-agnostic, AI-first approach is positioning to disrupt.
• Honeywell Building Technologies: Honeywell's Building Technologies division offers comprehensive BAS, energy management, and increasingly AI-driven optimization at global scale—a broad incumbent competing with baind for the same building-operator wallet.

Emerging players

• Enverid: Enverid focuses on indoor air quality and energy-recovery optimization for HVAC systems, an adjacent but partial overlap with baind's building automation and predictive control offerings.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights7 records

Customer concentration

Compliance4 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

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 baind