What Software Competence Center Hagenberg does

Software Competence Center Hagenberg (SCCH) is a non-university applied research center founded in 1999 as a spin-off of Johannes Kepler Universität Linz (JKU) and headquartered in the Softwarepark Hagenberg, Upper Austria. It operates as a COMET K1 Competence Center — a status granted by the Austrian public funding agencies FFG, BMK, BMDW, and Land Oberösterreich — and is jointly owned by JKU, Upper Austrian Research GmbH (UAR), and the Partnerfirmenverein (an association of more than 20 Austrian industrial firms). SCCH conducts cooperative research in Data Science, Software Science, and Computational Intelligence / AI for industrial application, targeting customers in industrial automation, manufacturing, semiconductor equipment, recycling, energy, food production, and public administration.

Its core technology portfolio comprises several proprietary platforms: eknows, a language-independent software analysis framework that extracts domain knowledge (mathematical formulas, decision tables, state diagrams) from source code including IEC 61131-3 PLC languages; LLM:2go, an open-source architecture for running enterprise-grade large language models on-premise with GDPR-compliant hosting; NodeDoc, an automated documentation generator for OPC UA information models co-developed with ENGEL Austria; TEAMING.AI, a human-AI teaming framework for manufacturing environments using real-time knowledge graphs; and the forthcoming Quantum Algorithm Engineering (QAE) module that positions SCCH as Austria's national software center for quantum computing (2026–2029). The center employs roughly 130 researchers from over 20 nationalities, conducts EU Horizon 2020 projects (TEAMING.AI, EMERALD, SESSAD), and has spun out Sysparency GmbH (SAP documentation AI) while holding a stake in Responsible Annotation Services.

SCCH's revenue model combines multi-year non-dilutive public funding (the current INTEGRATE program is funded at 22.7 million EUR from FFG plus 3.4 million EUR from Land Oberösterreich over 2022–2026) with cooperative R&D project fees from industrial partners, EU grant income, training and consulting revenue via SCCH Academy and its dbrains academy partnership, and emerging product income from LLM:2go deployments on Dell|EMC hardware or via the ML11 data center. The center is ISO/IEC 27001:2022 certified and holds BGF Gütesiegel workplace health recognition through 2027. Customer engagements — including ENGEL, Besi Austria, KEBA, SIGMATEK, starlim, EREMA, voestalpine, Kapsch TrafficCom, and brotsücHTig — span joint research, master thesis collaborations, and productized AI deployments.

Name

Software Competence Center Hagenberg

Legal name

Software Competence Center Hagenberg GmbH

Website

https://scch.at

Company type

Private

Founded year

1999

Operating status

Operating

Headcount range

51–100 employees

Short description

SCCH is an Austrian COMET K1 non-university research center conducting cooperative Data Science, Software Science, and AI research for industrial partners. Founded in 1999 as a JKU Linz spin-off, it serves manufacturers, automation firms, and public-sector clients with proprietary platforms including eknows, LLM:2go, NodeDoc, and TEAMING.AI.

Ownership category

akta.pro rank

Product category

Applied Industrial AI Research

NAICS

Scientific Research and Development Services (5417), Research and Development in the Physical, Engineering, and Life Sciences (54171), Custom Computer Programming Services (541511), Software Publishers (51321)

SIC

Services-Management Consulting Services (8742), Services-Commercial Physical & Biological Research (8731), Services-Prepackaged Software (7372), Services-Computer Programming Services (7371)

akta.pro primary industry

Data, Analytics & AI Consulting (BPAHAEAF)

akta.pro secondary industries

Industry & Sector Research (Syndicated/Custom) (BPAHALAE), Data, Analytics & AI Training (BI, Data Engineering, ML/GenAI) (BPAEANAH)

Keywords

• Applied AI research
• Industrial software analysis
• Data science services
• Quantum algorithm engineering
• Enterprise LLM solutions

Headquarters

HQ city

Hagenberg

HQ country

Austria

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Infrastructure, Others

Revenue model

1. COMET K1 Funding: SCCH is a COMET K1 Competence Center receiving multi-year public funding from FFG (Österreichische Forschungsförderungsgesellschaft mbH), BMK, BMDW, and Land Oberösterreich (3.4 Mio Euro co-financing). The current INTEGRATE program (2022–2026) is funded with 22.7 million Euro over four years. This constitutes the primary non-revenue funding stream.
2. Industrial Research Partnerships: Cooperative research projects with ~20+ partner companies (via the Partnerfirmenverein) and additional enterprise clients. Projects involve co-development of software solutions, AI systems, and consulting. Revenue is project-based from industrial firms.
3. EU Research Project Funding: SCCH leads and participates in EU Horizon 2020 and other international research consortia (TEAMING.AI with 5.7M Euro total budget, EMERALD with 5.5M Euro, SESSAD via Interreg, circPLAST-mr, CHASE). EU funding supplements public Austrian funding.
4. LLM:2go Product & Training: SCCH Academy and dbrains academy partnership offers AI workshops, training, and consulting for enterprises. LLM:2go includes a 100-day trial option and Dell|EMC hardware sales channel. Revenue from professional services, training, and potentially software/hardware packages.

Pricing tiers

Go-to-market motion3 records

Distribution channels6 records

Marketing channels7 records

Core offering

Software Competence Center Hagenberg (SCCH) conducts applied research and development in Data Science, Software Science, and AI for industrial applications, delivering proprietary software platforms (eknows for source-code knowledge extraction, LLM:2go for on-premise enterprise LLMs, NodeDoc for OPC UA documentation) and cooperative R&D projects with industrial and public-sector partners. Revenue derives from public research grants (COMET K1, EU Horizon 2020), paid industrial research partnerships via the Partnerfirmenverein, AI training through SCCH Academy, and enterprise deployments of LLM:2go.

Differentiator

Problem solved

Functional benefit

Brands

• LLM:2go: Hard- und Softwarearchitektur für unternehmensinterne KI-Sprachmodelle (Large Language Models) mit vollständiger Datenkontrolle und DSGVO-Konformität
• eKnows
• NodeDoc
• KeA

Products and services

• LLM:2go Open-source hardware/software architecture for running enterprise internal large language models on-premise, offering text analysis, chatbot, translation, code generation, documentation support, and programming assistance with retrieval-augmented generation (RAG), prompt fine-tuning, and API integration with enterprise software. For organizations requiring GDPR-compliant, data-sovereign AI without public cloud dependencies.
• eknows (codeMINING) Language-independent software analysis platform that extracts domain knowledge (mathematical formulas, decision tables, data flows, state diagrams) from source code and regenerates it as human-readable documentation, interactive visualizations, or new code in alternative languages. Supports Structured Text, C++, Fortran, PL/SQL, and IEC 61131-3; enables quality analysis for PLC/automation code, legacy code re-engineering, and regulatory documentation. Auto-generates up to 70% of documentation without additional code changes.
• NodeDoc Automated documentation tool for OPC UA (Open Platform Communications Unified Architecture) information models that converts machine-readable NodeSet format into human-readable documentation with auto-generated tables, standard-compliant diagrams, editable text, and history tracking. Developed with ENGEL Austria for industrial automation documentation.
• Sysparency Clarity (Spin-off) AI-based chatbot for enterprise SAP system documentation, specification, and explanation, developed by SCCH spin-off Sysparency GmbH (co-founded with ReqPOOL Consulting). Uses codeMINING technology combined with AI to translate ABAP code into readable documentation; reduces documentation costs by up to 30%.
• SCCH Academy / dbrains academy AI Training AI training workshops, strategy consulting, and staff development for enterprises, offered jointly with dbrains academy since August 2025. Covers AI strategy development, prompt engineering, and applied AI for marketing, HR, leadership, and sales functions.
• Cooperative Industrial R&D Projects Project-based cooperative R&D engagements with industrial partners in Data Science, Software Science, AI, and Quantum Computing, delivered through the Partnerfirmenverein (20+ Austrian industrial firms including voestalpine, TRUMPF, ENGEL, Fronius, KEBA, SIGMATEK, starlim, Siemens). Combines co-development of software solutions, AI systems, and consulting under multi-year research programs.

Quantifiable outcome

• 30% decrease in runtime for complex quantum trajectory simulations
• +7 more outcomes

Named customers10 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability14 records

Feature8 records

Partnerships

26 partnerships are on record, tiered core, major and minor.

• Johannes Kepler Universität Linz (JKU)coreStrategic or Co-development Partner · 1 January 2026Founding partner and 1/3 shareholder of SCCH. JKU provides academic research excellence, particularly in computer science, AI (LIT AI Lab, ML Institute), and software engineering. JKU and SCCH jointly supervise student theses and share research infrastructure. Prof. Dr. Robert Wille served as scientific CSO (2020–2024). Prof. Gustav Pomberger sits on SCCH's supervisory board.
• Technische Universität WiencoreStrategic or Co-development Partner · 1 January 2026Academic partner in Quantum Algorithm Engineering (QAE) COMET module. Prof. Ivona Brandic and team contribute expertise in quantum computing and distributed systems. TU Wien research groups collaborate on building Austria's national quantum computing software center.
• Technische Universität MünchencoreStrategic or Co-development Partner · 1 January 2026Academic partner in QAE COMET module. Prof. Martin Schulz and team contribute expertise in quantum algorithms and high-performance computing. Munich-TUM collaboration enables cross-border quantum research synergies alongside Innsbruck axis.
• voestalpinecoreTechnology or Integration · 1 January 2026Industrial application partner in the QAE COMET module. As a leading Austrian steel and technology group, voestalpine will drive practical applications of quantum computing software for materials science, process optimization, and supply chain logistics.
• AQT (Alpine Quantum Technologies)coreTechnology or Integration · 1 January 2026Technology access partner in QAE COMET module. AQT provides access to quantum computing hardware and infrastructure, enabling SCCH researchers to test and optimize quantum algorithms on real quantum systems.
• ParityQCcoreTechnology or Integration · 1 January 2026Technology access partner in QAE COMET module. ParityQC contributes quantum computing architecture and software tools, complementing AQT's hardware access for end-to-end quantum algorithm development at SCCH.
• PIERER Innovation GmbHmajorTechnology or Integration · 1 January 2026Industrial application partner in QAE COMET module. Part of the KTM/Pierer group (motorcycle and bicycle manufacturer), representing advanced manufacturing and embedded systems use cases for quantum computing applications.
• ESS - Engineering Software SteyrmajorTechnology or Integration · 1 January 2026Industrial application partner in QAE COMET module. ESS contributes expertise in engineering software, providing practical use cases for quantum algorithms in industrial software development.
• FFG – Österreichische Forschungsförderungsgesellschaft mbHcoreStrategic or Co-development Partner · 1 January 2026Primary public funding agency for SCCH's COMET K1 programs. Manages the COMET competence center funding on behalf of BMK, BMDW, and Land Oberösterreich. FFG also administers EU co-financing and national funding programs (easy2innovate, Test before Invest) that SCCH participates in.
• dbrains academy GmbHmajorGTM or Marketing Partner · 1 August 2025New cooperation partner (since August 2025) extending SCCH Academy offerings. dbrains academy is Austria's leading provider of exclusive, practice-oriented AI training for marketing, HR, leadership, and sales. SCCH and dbrains jointly develop AI strategies aligned with customer goals, processes, and resources.
• KEBA AGcoreStrategic or Co-development Partner · 1 December 2024Co-developed KeA — an AI-based multilingual voice assistant supporting 100+ languages for KEBA's citizen service self-service terminals deployed in German government offices. SCCH provided technical and data privacy requirements analysis and Human-Centered System Design. Demo unit at SCCH entrance since December 2024.
• Tecnalia (Spain)coreStrategic or Co-development Partner · 1 September 2024EMERALD project coordinator. SCCH contributes eknows software analysis platform and knowledge graph development for automated cloud service certification. EMERALD is a 5.5M EUR EU project with 11 international partners focused on continuous certification-as-a-service for cloud environments.
• Fraunhofer (Germany)coreStrategic or Co-development Partner · 1 September 2024EMERALD project partner contributing Codyze code analysis tool for security evidence generation from source code. Fraunhofer's expertise in static code analysis complements SCCH's eknows platform within the EMERALD certification framework.
• SIGMATEK GmbHcoreStrategic or Co-development Partner · 1 February 2024Co-developed static code analysis tool for PLC (SPS) Structured Text code based on the eknows framework. Integrated into SIGMATEK's LASAL CLASS engineering software for industrial automation quality assurance. SIGMATEK is a leading Austrian manufacturer of complete automation systems.
• Dell|EMCmajorChannel Partner/ Reseller/ Distributor · 1 January 2024Hardware partnership for LLM:2go enterprise deployments. Dell|EMC provides server hardware on which LLM:2go can be installed, with a 100-day risk-free trial period before customers decide to purchase or return the hardware.
• ML11majorChannel Partner/ Reseller/ Distributor · 1 January 2024GDPR-compliant data center partner for LLM:2go hosting. Organizations that cannot or prefer not to run LLM:2go on-premise can host it in ML11's compliant data center, providing an alternative to both on-premise and public cloud deployments.
• ReqPOOL ConsultingmajorStrategic or Co-development Partner · 1 January 2024Co-founded Sysparency GmbH spin-off with SCCH. ReqPOOL provides SAP consulting expertise that combined with SCCH's software analysis technology (eknows/codeMINING) to create the automated SAP ABAP documentation tool Clarity chatbot. Sysparency is now market leader in automated SAP documentation.
• starlimmajorStrategic or Co-development Partner · 1 December 2023Co-developed data infrastructure and automated defect detection software for quality control in silicone injection molding production. SCCH built custom data infrastructure for real-time production monitoring and anomaly detection across hundreds of machines. starlim produces 14 billion parts/year with <1 defect per million.
• brotsüchtigminorStrategic or Co-development Partner · 1 July 2023Co-developed data science dashboard for production planning. Using sales, weather, calendar, and event data to reduce food overproduction and waste by 20%. Project funded by EU/FGG Test before Invest program. SCCH provided data analysis and visualization expertise.
• Responsible Annotation (Verein)majorStrategic or Co-development Partner · 1 April 2023SCCH holds 10% stake in Responsible Annotation association, which provides AI training data annotation jobs for people with disabilities. SCCH contributes AI expertise, automated quality metrics for annotations, and software development for the training station platform. Supports inclusive employment for autistic and deaf individuals.
• EREMA Engineering Recycling Maschinen und Anlagen GmbHmajorStrategic or Co-development Partner · 1 March 2023Co-research on AI-powered process optimization for plastic recycling quality control. SCCH contributes data integration, knowledge extraction, process modeling, machine learning, and explainable AI (XAI) for the recycling process dashboard. EREMA is the world market leader in plastic recycling machinery with ~7,000 machines globally.
• Masaryk University (Czech Republic)majorStrategic or Co-development Partner · 1 September 2022SESSAD project partner for cross-border medical software development collaboration. Jointly developed guidelines and methods for international teams developing scientific software for medical simulation. Masaryk University hosts Central Europe's most modern medical simulation center. Follow-up project on 3D medical image processing being discussed.
• Upper Austrian Research GmbH (UAR)coreStrategic or Co-development Partner · 1 January 20221/3 shareholder and parent organization (Member of UAR Innovation Network). UAR is the lead research agency for Upper Austria, managing 11+ research institutions and ensuring quality standards in non-university research. SCCH's governance is overseen by UAR, which is wholly owned by Business Upper Austria and Land Oberösterreich.
• ENGEL Austria GmbHcoreStrategic or Co-development Partner · 1 September 2021Co-developed NodeDoc — automated documentation tool for OPC UA information models used in ENGEL's injection molding machine automation. NodeDoc enables automatic generation of human-readable documentation from OPC UA NodeSet files, saving developer time and enabling non-expert participation. ENGEL is a key member of the Partnerfirmenverein.
• Welcome2Upper Austria Service CenterminorOthers · 1 January 2020Government service center assisting SCCH's international employees with relocation and settling into Upper Austria. Provides visa support, housing assistance, and community integration for the ~130 international employees.
• Kapsch TrafficCom AGmajorStrategic or Co-development Partner · 1 January 2019Annotation pilot project (since 2019) where people with disabilities — primarily autistic individuals — annotate AI training data for vehicle classification and license plate recognition in toll systems. Over 90 work training sessions organized, currently 8 annotators employed. SCCH provides quality metrics and software tools.

Scale indicators9 records

Recent moves10 records

Expansion highlights6 records

Direct peers

• TNO (Netherlands Organisation for Applied Scientific Research): Dutch applied research organization with similar cooperative industrial R&D model, applied AI focus, and government-linked funding. Comparable in scale (~3,500 staff) and industry vertical mix.
• CSEM (Centre Suisse d'Electronique et de Microtechnique): Swiss applied research center combining microelectronics, software, and AI for industrial partners. Comparable in mid-size European applied-research positioning and industry-funded R&D model.
• Joanneum Research: Austrian non-university research center operating under the COMET framework, with similar cooperative R&D model serving industrial clients across multiple disciplines. Direct peer in funding mechanism, governance, and customer base.
• Salzburg Research: Austrian applied research center focusing on IT, AI, and digital transformation for SMEs and public-sector clients. Comparable in size, COMET-style funding, and applied AI/IoT services to DACH industry.
• VTT Technical Research Centre of Finland: Nordic applied research center with similar cooperative R&D model, public funding mix, and industry 4.0 / AI / quantum focus. Direct European peer in business model and customer mix.
• AIT Austrian Institute of Technology: Austria's largest non-university applied research organization, jointly owned by the Republic of Austria and industry. Comparable in mission (applied AI/industry 4.0/quantum-adjacent research for Austrian industry) and partner-network-driven model.
• SINTEF: Norway's largest independent research institute with applied AI, software engineering, and industrial digitalization programs funded through public-private partnerships. Closely comparable European peer in structure.

Broad incumbents

• IMEC: Large Belgium-headquartered R&D center with deep industry partnerships in semiconductor, AI, and quantum software. Overlaps SCCH in quantum algorithm engineering and industrial AI, though at significantly larger scale.
• Fraunhofer Society: Germany's largest applied research organization with 76 institutes covering AI (IAIS), software engineering (IKS), and industrial automation. Overlaps SCCH in code analysis (Codyze), AI consulting, and cooperative R&D with manufacturing firms; much larger scale and broader scope.

Emerging players

• Aleph Alpha: German AI company focused on sovereign, on-premise large language models for enterprise and public-sector use. Direct competitor for the LLM:2go value proposition, though with a venture-backed, privately commercial model rather than research-center structure.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@scch
• Facebookfacebook.com/SoftwareCompetenceCenterHagenberg
• LinkedInlinkedin.com/company/software-competence-center-hagenberg-gmbh

Revenue estimate

Valuation estimate

Number of profiles

Profiles12 records

Subsidiaries2 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Software Competence Center Hagenberg