aiXbrain
aiXbrain is a German industrial AI spin-off from RWTH Aachen that develops and operates agentic AI systems—MachineGPT® and Dataray®—for predictive maintenance, quality assurance, and process optimization in discrete manufacturing, serving enterprise customers like Miele, VOSS, and SPALECK.
- Company typePrivate
- Founded2019
- HeadquartersAachen, Germany
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What aiXbrain does
aiXbrain GmbH is a German industrial AI company headquartered in Aachen that develops, integrates, and monitors AI agents for production environments in discrete manufacturing and adjacent verticals. Founded in 2019 as a spin-off from RWTH Aachen University's Chair of Theoretical Information Technology, the company is led by CEO Dr. Alexander Engels, CTO Dr. Simon Görtzen, and CIO Prof. Dr. Rudolf Mathar (former Chair/Dean of the university). The portfolio is built around a central KI-Plattform (AI Platform) that provides the framework for deploying agentic AI with integration into existing IT systems, secure interfaces, and runtime operations. Two core products sit on this platform: MachineGPT®, a conversational agentic AI product that makes machine data and process knowledge accessible through dialogue-based interfaces for troubleshooting, service requests, and process optimization (available as freemium SaaS or self-hosted); and Dataray®, a data intelligence product providing domain-specific models for classification, anomaly detection, and forecasting across image and time-series data, with proven deployments in predictive maintenance and predictive quality. The company also offers Runtime Services for ongoing AI monitoring and compliance, Piloting for rapid prototype development, AI Consulting with potential up to 80% public funding for German SMEs, and specialized agents like Hubi (an AI trade fair assistant built for VDW's GrindingHub).
Revenue derives from four streams: managed services (full-service AI deployment and operation), SaaS subscriptions (MachineGPT cloud, Dataray on IXON Cloud Marketplace), AI software licensing (including embedded edge deployments such as the ClickID wearable), and AI consulting/professional services. GTM is hybrid: enterprise field sales anchored on a 'Book a Demo' / 'Termin buchen' consultation model, supplemented by product-led free trials for MachineGPT and event-driven demand generation at industry trade shows (GrindingHub, data:unplugged, Ambition Industry). Customer base includes Miele & Cie. KG, VOSS Automotive, SPALECK, HUHN Pauli Deutschland, Kuntze Instruments, Deutsche Bahn, and VDW, with logos spanning metal forming, automotive supply, mechanical engineering, water analytics, and appliance manufacturing. The company maintains a dense research ecosystem via BMBF-funded consortium leadership (GeMeKI, 12 partners including Siemens, Chiron, Fraunhofer IPT, and WZL) and partnerships with IXON, Fraunhofer IPT, Forschungszentrum Jülich, ProKI Aachen, and VDW, plus GDPR-compliant infrastructure with EU data residency.
aiXbrain firmographics
Firmographics- Name
- aiXbrain
- Legal name
- aiXbrain GmbH
- Website
- https://aixbrain.de
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- aiXbrain is a German industrial AI spin-off from RWTH Aachen that develops and operates agentic AI systems—MachineGPT® and Dataray®—for predictive maintenance, quality assurance, and process optimization in discrete manufacturing, serving enterprise customers like Miele, VOSS, and SPALECK.
- Ownership category
- akta.pro rank
Where aiXbrain is headquartered
LocationHeadquarters
- HQ city
- Aachen
- HQ country
- Germany
- HQ region
- Europe
Offices1 record
Markets served
aiXbrain business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations
Revenue model
- Managed Services: Full-service deployment and operation of AI solutions including data integration, model operation, frontend, multilingual support, and monitoring. Examples include Hubi AI Fair Assistant delivered as managed service. AI component via Dataray AI Framework offered as managed service or AI app in SaaS model.
- SaaS Subscription: MachineGPT available as cloud-hosted SaaS deployment alongside self-hosted option. Dataray AI on IXON Cloud offered as SaaS app. Subscription model for ongoing platform access and updates.
- AI Software Licenses: AI component delivered via Dataray AI Framework as managed service or AI app. Deployment options include on-premise and embedded microprocessor systems for real-time edge applications (e.g., Smart Wearable ClickID).
- AI Consulting Services: Consulting services for AI onboarding, agentic readiness assessment, and software due diligence. Up to 80% public funding available for eligible German SMEs. Phased approach covering use case identification, tool selection, and pilot enablement.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Multi-year contract | AI Consulting Services |
| Freemium | Monthly | MachineGPT SaaS |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels7 records
aiXbrain product offering
Product offeringCore offering
aiXbrain develops, integrates, and operates agentic AI systems for industrial production environments. Its core is the KI-Plattform (AI Platform) supporting two main products: MachineGPT for conversational access to machine and process knowledge, and Dataray for data intelligence with domain-specific models for anomaly detection, classification, and forecasting on image and time-series data. Offerings are delivered as SaaS, self-hosted, on-premise, or embedded edge deployments, supplemented by Runtime Services, Piloting, and AI consulting for industrial customers.
Product overview
aiXbrain offers a platform-plus-products architecture built around its KI-Plattform (AI Platform) as the foundational layer. The platform provides the technical architecture for deploying agentic AI with scalability, integration capabilities, and secure interfaces. Two core products operate on this platform: MachineGPT for conversational, agentic AI access to industrial machine data and process knowledge, and Dataray for data intelligence with domain-specific models for anomaly detection, classification, and forecasting. Additional services include Consulting for AI strategy and readiness assessment, Runtime Services for ongoing AI monitoring and optimization, and Piloting for rapid prototype development. The portfolio is completed by specialized AI agents like Hubi for trade fair applications. All offerings focus on industrial AI deployment where reliability, traceability, and secure integration are critical.
Differentiator
Problem solved
Functional benefit
Brands
- MachineGPT®: Agentic AI product for industrial operation that makes machine data and process knowledge accessible through simple conversations, context-aware and without detours.
- Dataray®
Products and services
- aiXbrain KI-Plattform (AI Platform) Technical foundation for deploying agentic AI productively, integrated, and controllably in demanding system landscapes. Provides a scalable framework for AI agents, integration with existing IT and processes, secure interfaces and access models, and the technical basis for Runtime Services. Separates domain logic from models and infrastructure.
- MachineGPT® Agentic AI product for industrial operation that makes machine data and process knowledge accessible through conversational interfaces, context-aware and without detours. Operates specialized AI agents for machine knowledge search, analyses, disruption management, service requests, and process optimization. Available as cloud-hosted SaaS or self-hosted deployment, with a free trial offered at mgpt.aixbrain.de.
- Dataray®
- Runtime Services
- Pilotierung (Piloting)
- Beratung (AI Consulting)
- Hubi (AI Trade Fair Assistant)
Quantifiable outcome
- Near 100% accuracy in adhesive bead defect classification
- +3 more outcomes
Companies that use aiXbrain
Customer profileNamed customers6 records
Segments4 records
Ideal customer profiles3 records
aiXbrain technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration5 records
AI capability11 records
Feature6 records
aiXbrain partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered core, flagship and minor.
- IXON B.V.coreIntegration partner providing Edge Gateways & Cloud Platform for Rapid Machine Connectivity. Dataray AI for Predictive Maintenance launched on IXON Cloud Marketplace with seamless integration via IXON Connector for data and dashboards.
- Daqore GmbHcoreIIoT System Integration and Sensor Retrofitting partner. Daqore sensors used in MachineGPT popcorn machine demonstrator combining agent-based AI with IoT data.
- meastream GmbHcoreIntegration partner providing Sensors, Control Technology, and Embedded Systems. meastream Industrial Edge Toolbox used in GeMeKI project for sensor data collection.
- VDW (Verein Deutscher Werkzeugmaschinenfabriken e.V.)flagshipStrategic partnership for developing AI Fair Assistant Hubi for GrindingHub trade show. VDW commissioned aiXbrain to create interactive trade fair guidance system. Second collaboration after EMO Hannover.
- VDMAminorLargest Mechanical Engineering Network Organization in Germany. aiXbrain participated in VDMA Webinar on AI agents in mechanical engineering.
- KI Park e.V.minorAI Ecosystem with Members from Industry, Research, and Policy.
- digitalHUB Aachen e.V.minorStartups and SMEs for Digitalization in the Aachen Area. Hosted Codes & Streusel event where aiXbrain conducted workshop and demo.
Scale indicators4 records
Recent moves7 records
Expansion highlights6 records
aiXbrain competitors and assessment
Company assessmentDirect peers
- Konux: Konux is a Munich-based industrial AI startup combining sensor hardware with predictive maintenance and asset management software for rail and industrial customers. It is directly comparable to aiXbrain's Dataray + MachineGPT stack targeting German industrial OEMs with ML-driven reliability and process optimization.
- Uptake Technologies: Uptake is an industrial AI platform providing predictive maintenance, asset reliability, and AI applications for manufacturing, energy, and rail. Comparable to aiXbrain in combining domain-specific ML models with industrial deployment focus and conversational/agent-based access to machine data.
- Falkonry: Falkonry provides industrial anomaly detection and predictive analytics for time-series operational data, with no-code ML for process manufacturing. Closely mirrors aiXbrain's Dataray focus on semi-supervised anomaly detection and pattern recognition for industrial customers.
- Senseye (a Siemens company): Senseye provides predictive maintenance software using AI-driven prognostics for industrial assets, now part of Siemens. Directly comparable to aiXbrain's Dataray predictive maintenance offering for mid-market German manufacturers, though with Siemens' distribution reach.
- SparkCognition: SparkCognition delivers industrial-grade AI solutions for asset reliability, predictive maintenance, and anomaly detection across energy, manufacturing, and defense. Comparable to aiXbrain's combination of ML models with industrial deployment focus and safety/compliance emphasis.
- Relimetrics: Relimetrics is a German AI startup providing no-code computer vision and industrial AI for manufacturing quality inspection and process optimization. Directly comparable to aiXbrain's computer vision quality assurance work (Miele adhesive-bead, VOSS connector assembly) for German industrial OEMs.
Broad incumbents
- C3.ai: C3.ai is an established enterprise AI platform offering pre-built industrial AI applications for predictive maintenance, quality, and process optimization across manufacturing, energy, and defense. Operates at much larger scale but overlaps heavily with aiXbrain's end-to-end enterprise AI platform positioning.
- Celonis: Munich-based process intelligence and AI platform for manufacturing and enterprise operations. Sells into the same German industrial mid-market as aiXbrain, with overlapping positioning around operational AI, though focused on process mining rather than production-floor AI.
Emerging players
- Aleph Alpha: Heidelberg-based AI company focused on sovereign, compliant AI models and infrastructure for European enterprise and public sector. Comparable to aiXbrain through European AI sovereignty positioning and agentic/GenAI capabilities, though at much larger scale and broader scope.
- Arago (now part of SAP): Frankfurt-based AI company developing knowledge-based AI and automation for IT and industrial operations. Earlier-stage German industrial AI peer comparable to aiXbrain in European AI autonomy positioning.
Market position
Strengths1 record
Weaknesses1 record
Competitive moat5 records
Customer concentration
aiXbrain social profiles
Digital presenceaiXbrain compliance and trust
Trust signalCompliance1 record
aiXbrain financial estimates
Financial estimateRevenue estimate
Valuation estimate
aiXbrain leadership team
Management profileNumber of profiles
Profiles9 records
aiXbrain funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
aiXbrain M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about aiXbrain
What does aiXbrain do?
aiXbrain develops, integrates, and operates agentic AI systems for industrial production environments. Its core is the KI-Plattform (AI Platform) supporting two main products: MachineGPT for conversational access to machine and process knowledge, and Dataray for data intelligence with domain-specific models for anomaly detection, classification, and forecasting on image and time-series data. Offerings are delivered as SaaS, self-hosted, on-premise, or embedded edge deployments, supplemented by Runtime Services, Piloting, and AI consulting for industrial customers.
Is aiXbrain a public or private company?
aiXbrain is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was aiXbrain founded?
aiXbrain was founded in 2019. It employs 1 to 10 people.
Where is aiXbrain based?
aiXbrain is headquartered in Aachen, Germany, in the Europe region.
How does aiXbrain make money?
Four revenue lines are on record. Managed Services are the primary driver. The others are saaS Subscription, AI Software Licenses and AI Consulting Services.
Who are aiXbrain's main competitors?
Direct peers on record are Konux, Uptake Technologies, Falkonry, Senseye (a Siemens company), SparkCognition and Relimetrics. Broad incumbents are C3.ai and Celonis. Emerging players are Aleph Alpha and Arago (now part of SAP).
Does aiXbrain have an API?
No public API is recorded for aiXbrain.