Fraunhofer IOSB-INA

What Fraunhofer IOSB-INA does

Fraunhofer IOSB-INA (Institutsteil für industrielle Automation INA) is a legally non-independent branch of Fraunhofer IOSB, itself part of the Fraunhofer-Gesellschaft e.V. — Germany's largest applied research organization. Located on Innovation Campus Lemgo, the institute operates as a non-profit research and development center for intelligent automation, applying AI, robotics, industrial communication (OPC UA, TSN), digital twins, cybersecurity, 5G positioning, and functional safety engineering to two primary application domains: Industry (component manufacturers, machine builders, plant operators pursuing Industry 4.0) and Future City Solutions (cities and municipalities pursuing digital urban management). It runs two distinctive real laboratories — SmartFactoryOWL (one of Germany's most powerful Industry 4.0 research factories, founded 2011) and Lemgo Digital (a smart-city real lab) — that allow co-development with industrial and municipal partners under real operating conditions. Named offerings include CyberDetect (real-time network-based attack detection for industrial controllers), smartSafety / AutoS² (AI-based automated safety and security assessment, including the blockchain-backed configuration patent WO2020094739A1), digital-twin solutions built on the Asset Administration Shell, AI-aided 5G/GNSS localization, KI-Robotik and the Humanoid Robots Experience Lab, the OPC UA seminar and interoperability services, and the NachWinD digital winter road management system (Winter 2025/26 pilot in Kreis Lippe and Paderborn). A Cybersecurity Learning Lab offers professional training for industry and public-administration specialists.

The institute is funded through a non-commercial, project-based model combining federal and state government research contracts (e.g., MWIDE NRW, BMBF), EU research-program grants, and bilateral R&D collaborations with industry and municipal partners. Revenue is not publicly disclosed and is generated through three streams: applied research contracts, technology transfer and licensing, and training/continuing-education services. Go-to-market is sales-led through collaborative R&D rather than a product-SaaS motion: channel mix is dominated by direct engagement with manufacturing enterprises, certification bodies (TÜV SÜD), municipal authorities (Kreis Lippe, Stadt Paderborn), and participation in innovation clusters such as it's OWL and CIIT, with awareness built via scientific publications, industry events (Digital Twin Day, AUTOMATION, IEEE conferences), and press relations under the Fraunhofer brand.

Name

Fraunhofer IOSB-INA

Legal name

Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.

Website

https://iosb-ina.fraunhofer.de

Company type

Private

Founded year

2011

Operating status

Operating

Headcount range

51–100 employees

Ownership category

akta.pro rank

Headquarters

HQ city

Lemgo, NRW

HQ country

Germany

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Applied Research Contracts: Fraunhofer IOSB-INA operates as a non-profit applied research institute primarily funded through government research contracts, bilateral R&D projects with industry partners, and public funding programs. Revenue comes from research funding from federal and state ministries (e.g., MWIDE NRW, BMBF), EU research programs, and commissioned research from manufacturing companies and municipalities.
2. Technology Transfer and Licensing: Revenue generated through technology transfer, licensing of developed solutions, and commissioned studies for industry partners seeking digital transformation expertise.
3. Training and Continuing Education: The Cybersecurity Learning Lab provides compact training programs for specialists and managers from industry and public administration, generating revenue through professional education services.

Go-to-market motion1 record

Distribution channels4 records

Marketing channels7 records

Core offering

Fraunhofer IOSB-INA is an applied research institute for intelligent automation that develops and transfers solutions in AI, robotics, industrial cybersecurity, functional safety, 5G positioning, and digital twin technology. Its primary offerings include CyberDetect (real-time industrial cyber attack detection), smartSafety (AI-based automated safety and security assessment), Digital Twin solutions, and smart city applications (e.g., KI4PED traffic optimization, NachWinD winter road management), delivered through bilateral R&D contracts, the SmartFactoryOWL real laboratory, and the Lemgo Digital urban test environment.

Product overview

Fraunhofer IOSB-INA is a research and development center for intelligent automation operating as a non-independent branch of Fraunhofer IOSB in Lemgo, Germany. The institute offers a portfolio of AI, robotics, and digitalization solutions organized around two primary application domains: Industry (from component manufacturers to production companies) and Future City Solutions for municipalities. Key products include CyberDetect (real-time cybersecurity threat detection for production systems), smartSafety (AI-powered automated safety and security assessment), and Digital Twin solutions. The institute operates unique real laboratories including SmartFactoryOWL (Industry 4.0 research factory) and Lemgo Digital (smart city demonstration). Research areas span AI robotics, machine learning, industrial communication, cybersecurity, and 5G positioning technologies.

Differentiator

Problem solved

Functional benefit

Products and services

• CyberDetect Real-time analysis software for detecting network-based cyber attacks on industrial production systems. Analyzes communication between controllers and field devices, classifies attacks, performs anomaly detection including deep packet inspection, and generates alarms through OPC UA standardized interfaces. Targeted at manufacturing companies, machine builders, and plant operators.
• smartSafety Automated risk assessment system for functional Safety and IT Security in modular, adaptable production systems. Combines Safety & Security property evaluation using AI algorithms, Asset Administration Shell (AAS), and digital twin technology to enable continuous monitoring. Targets industrial automation stakeholders needing safety certification for reconfigurable machines.
• NachWinD Digital Winter Service Management AI-powered real-time road weather and winter service management system using IoT sensors, intelligent sensor data, and AI-based prediction to optimize salt/snow removal operations, reduce environmental impact and improve traffic safety. Targets municipal winter road services such as Kreis Lippe and Stadt Paderborn.
• KI4PED - AI-based Smart Traffic Light Optimization AI-based optimization of pedestrian crossing times through smart traffic light systems. Applies reinforcement learning to traffic signal control to reduce wait times and improve pedestrian safety in city centers. Targeted at municipal traffic authorities seeking UN SDG-aligned smart city solutions.
• Cybersecurity Learning Lab Training and continuing education program provided jointly with Fraunhofer IOSB for specialists and managers from industry and public administration. Delivered in state-of-the-art cybersecurity laboratories with real threat simulation scenarios and solution concepts. Targets industry specialists and public administration managers seeking IT security competency uplift.
• SmartFactoryOWL Real Laboratory One of Germany's most powerful Industry 4.0 research factories located on Innovation Campus Lemgo. Functions as a living lab where Fraunhofer IOSB-INA develops, tests, and demonstrates automation and digitalization solutions with real industry partners. Targets manufacturing companies, machine builders, and component manufacturers seeking co-development of Industry 4.0 solutions.
• Lemgo Digital Real Laboratory Real urban laboratory for smart city solutions in the city of Lemgo where digital technologies for urban management and municipal services are developed, tested, and transferred into practice. Targets cities and regions seeking smart-city digitalization.

Quantifiable outcome

• Significant reduction in salt, fuel, and deployment times for winter road maintenance through AI-powered weather forecasting
• +3 more outcomes

Named customers6 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability12 records

Feature10 records

Partnerships

18 partnerships are on record, tiered core and supporting.

• Universität BielefeldcoreStrategic or Co-development Partner · 10 December 2025Joint establishment of the Humation (Human-Centered Automation) competence network focused on designing interaction between humans, AI, and automation to make work processes safer, more flexible, and efficient while keeping humans at the center.
• Phoenix Contact Electronics GmbHcoreStrategic or Co-development Partner · 17 September 2020Project partner in AutoS² innovation project for automated safety and security assessment of intelligent machines. Phoenix Contact contributes industry perspective on functional safety requirements for reconfigurable machines and plants.
• TÜV SÜD Product Service GmbHcoreStrategic or Co-development Partner · 17 September 2020Project partner in AutoS² project contributing expertise in safety certification and standardization. Working on creating reference implementations for standardization bodies.
• Technische Hochschule Ostwestfalen-Lippe (TH OWL)coreStrategic or Co-development Partner · 17 September 2020Academic partner in AutoS² project and co-host of Digital Twin Day 2025. Hosts the inIT (Institut für industrielle Informationstechnik) research institute and Future Food Factory OWL.
• SmartFactoryOWLcoreStrategic or Co-development PartnerJoint real laboratory - one of Germany's most powerful Industry 4.0 research factories - for developing and testing automation and digitalization solutions with real industry partners.
• Lemgo DigitalcoreStrategic or Co-development PartnerReal laboratory for smart city solutions testing digital technologies for urban management and municipal services in the city of Lemgo.
• CENTRUM INDUSTRIAL IT (CIIT) e.V.coreStrategic or Co-development PartnerScience-to-Business Center and industry network in Lemgo facilitating cooperation between research and industry partners. Hosts working groups on safety, security, and industrial IT.
• Bielefeld UniversitycoreStrategic or Co-development PartnerAcademic collaboration on AI algorithms for 5G-aided GNSS positioning research. University contributes AI expertise while Fraunhofer provides 5G measurement data.
• INFA-ISFM e.V.supportingStrategic or Co-development PartnerProject partner in NachWinD winter road management innovation project contributing expertise in sustainable infrastructure management.
• Okeanos Smart Data Solutions GmbHsupportingTechnology or IntegrationTechnology partner in NachWinD project providing smart data solutions for weather and road condition analysis.
• Kreis Lippe - Eigenbetrieb StraßensupportingImplementation/ SI/ Consulting PartnerMunicipal partner providing real-world testing environment for the digital winter road management system in Kreis Lippe district.
• ASP PaderbornsupportingImplementation/ SI/ Consulting PartnerMunicipal partner for practical testing of digital winter road management system in the city of Paderborn.
• Deutscher WetterdienstsupportingStrategic or Co-development PartnerNational weather service providing meteorological data and expertise for the AI-powered road weather forecasting system.
• it's OWL TechnologienetzwerkcoreStrategic or Co-development PartnerLeading-edge cluster for intelligent technical systems in Ostwestfalen-Lippe, funded by MWIDE NRW. Hosts multiple innovation projects including AutoS².
• MielesupportingStrategic or Co-development PartnerCollaborative research partner on digital twin applications for smart home products, contributing use cases for real-world digital twin implementation.
• Industrial Digital Twin Association e.V.supportingStrategic or Co-development PartnerContributing partner to Digital Twin Day 2025 session on digital twins in production, supporting standardization and interoperability efforts.
• Alte Hansestadt LemgosupportingImplementation/ SI/ Consulting PartnerCity partner in Future City Solutions, contributing to Lemgo Digital real laboratory and smart city initiatives.
• Landschaftsverband Westfalen-Lippe (LWL)supportingStrategic or Co-development PartnerRegional partner contributing to cultural and urban development projects including A KInd of Art exhibition at Schloss Brake.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• German Research Center for Artificial Intelligence (DFKI): Germany's leading applied AI research center operating as a public-private partnership. Conducts R&D in industrial AI, robotics, and smart city applications on a similar funding model.
• TNO: Netherlands Organisation for Applied Scientific Research. Conducts applied research across industrial automation, smart cities, cybersecurity, and digital twins with a comparable public-private funding mix.
• CSEM: Swiss Centre for Electronics and Microtechnology, a public-private applied research center working on industrial automation, digitalization, and sensor/control technologies with a comparable applied-research model.
• SINTEF: Norway's independent research organization operating across digitalization, industrial automation, and smart city applications, similar in size and funding structure to IOSB-INA.
• Fraunhofer IAIS: Sister Fraunhofer institute for Intelligent Analysis and Information Systems. Conducts applied AI and data analytics research for industry on a comparable government- and industry-funded research model.
• Fraunhofer IKS: Sister Fraunhofer institute focused on safety and reliability of AI-based industrial systems. Directly adjacent to IOSB-INA's smartSafety and functional safety engineering work.
• fortiss: Bavarian research institute affiliated with TU Munich conducting applied R&D on software-intensive systems, industrial automation, and AI - comparable scope and funding profile.
• VTT Technical Research Centre of Finland: Finland's applied research organization working on industrial automation, AI, 5G/positioning, and smart city solutions with a comparable project-based funding model.

Broad incumbents

• ABB: Global industrial automation incumbent whose robotics and digital portfolio overlaps with IOSB-INA's automation, robotics, and functional safety focus, but as part of broader commercial offerings.
• Siemens: Industrial automation incumbent whose MindSphere and Digital Industries portfolio overlaps with IOSB-INA's Industry 4.0 and digital twin focus, but operates at much greater scale with commercial product offerings.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks2 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/fraunhofer-iosb-ina

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Fraunhofer IOSB-INA