Responsible Annotation
Responsible Annotation is an Austrian non-profit association founded in 2019 that creates inclusive AI data annotation employment pathways for neurodivergent individuals, operating the Training-Station and Fun-Station web tools and partnering with enterprises such as Kapsch TrafficCom, supported by grants and donations.
- Company typePrivate
- Founded2019
- HeadquartersBreitenfurt Bei Wien, Austria
- Headcount1–10
- GTM typeB2B
- OfferingServices
What Responsible Annotation does
Responsible Annotation is an Austrian non-profit association (Verein zur Förderung eines inklusiven Arbeitsmarkts im KI-Umfeld, ZVR 1558611808) founded in 2019 that creates inclusive employment pathways in AI data annotation. The organization specifically serves individuals facing labor market exclusion due to disabilities—primarily people on the autism spectrum, but also those with hearing or visual impairments—matching them with detail-oriented annotation work in AI training pipelines. The association originated as a pilot project at Kapsch TrafficCom AG, where a team of neurodivergent annotators has been producing image annotation work for traffic management AI since 2019; the model has since been formalized and replicated in cooperation with social organizations including Diakoniewerk, Barmherzige Brüder Linz, WUK, WITAF, and Volkshilfe Wien.
The technology stack centers on Training-Station, a web-based platform launched in May 2024 with nine progressive annotation challenge levels (~6 hours of content) and certification upon completion, alongside the companion Fun-Station tool for low-threshold AI interaction (chat with AI, AI image generation, AI music creation). Core annotation work involves bounding-box and polygon image annotation plus classification tasks for computer vision applications, with quality validation and voting mechanisms embedded in operational workflows. Research partnerships with SCCH Hagenberg and JKU Linz have produced peer-reviewed evidence that autistic annotators match or exceed neurotypical EDV-HTL control groups in annotation accuracy, anchoring the social model in measurable performance data. The association is governed by a three-member board (Martin Hartl as Chair, Markus Wurm as Treasurer, Lukas Fischer as Secretary) supported by an advisory board that includes clinical and peer-expert perspectives from JKU's autism competence center.
Revenue mechanics rely on institutional grants (Arbeiterkammer Wien digifonds funded Training-Station development through May 2024; AMS Oberösterreich funded the 2025 Linz qualification program), corporate sponsorship (notably from Kapsch TrafficCom), and tax-deductible donations (Spendenbegünstigte Einrichtung status since 1 January 2024). Services for job seekers are provided free of charge, and direct enterprise consulting or hiring support is delivered through [email protected]; commercial annotation revenue is channeled into the spin-off Responsible Annotation Services rather than the Verein itself. Distribution runs through Austria's integration services network (NEBA, AMS, Tagesstätten) and direct enterprise engagement, with nascent geographic expansion signaled by a pilot annotation team in Chile.
Responsible Annotation firmographics
Firmographics- Name
- Responsible Annotation
- Legal name
- Responsible Annotation Verein zur Förderung eines inklusiven Arbeitsmarkts im KI-Umfeld
- Website
- https://annotation.at
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Responsible Annotation is an Austrian non-profit association founded in 2019 that creates inclusive AI data annotation employment pathways for neurodivergent individuals, operating the Training-Station and Fun-Station web tools and partnering with enterprises such as Kapsch TrafficCom, supported by grants and donations.
- Ownership category
- akta.pro rank
Responsible Annotation industry classification
Industry- Product category
- AI Data Annotation Services
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Data Labeling & Annotation Services (HDAAALAB)
- akta.pro secondary industry
- Annotation Tooling & Workflow Management (HDAAALAC)
Keywords
Where Responsible Annotation is headquartered
LocationHeadquarters
- HQ city
- Breitenfurt Bei Wien
- HQ country
- Austria
- HQ region
- Europe
Offices3 records
Markets served
Responsible Annotation business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel
Revenue model
- Donations and Charitable Funding: As a non-profit association (gemeinnütziger Verein), Responsible Annotation operates primarily through donations and charitable funding. The organization is a recognized spendenbegünstigte Einrichtung (tax-deductible donation recipient) in Austria since 1.1.2024.
- Fördergeber and Institutional Grants: Project funding from institutional partners including digifonds der Arbeiterkammer Wien (for Training-Station development), AMS Oberösterreich (for qualification programs), and other public funding bodies.
- Annotation Services Referral: Connecting companies with regional ethical annotation service providers, particularly Responsible Annotation Services, for social-responsible data labeling and annotation work.
- Free Services for Job Seekers: All services for job seekers with disabilities are free of charge, funded through institutional partnerships and donations.
Go-to-market motion3 records
Distribution channels5 records
Marketing channels7 records
Responsible Annotation product offering
Product offeringCore offering
Responsible Annotation is an Austrian non-profit association that builds inclusive data annotation teams staffed primarily by neurodivergent individuals and people with disabilities, providing enterprises with high-quality AI training data preparation. The organization operates the Training-Station and Fun-Station web platforms, delivers qualification programs and workshops, and offers consulting to companies building internal inclusive data teams.
Product overview
Responsible Annotation is a non-profit association (Verein) founded in 2019, organized around a portfolio of interconnected tools and services that together support inclusive employment in the AI/KI environment. The core product suite consists of two web tools: Training-Station (for practicing annotation and AI literacy) and Fun-Station (for low-threshold AI interaction — chat, image generation, music creation with AI). Built atop these are workshop programs (KI-Workshops for youth and Annotation Workshops for integration clients), a qualification program (Qualifizierung Annotation, AMS-funded), a pilot project (Pilotprojekt Annotation with Diakoniewerk), and a research arm (Responsible AI Engineering with SCCH and JKU Linz). For businesses, the organization offers Inclusive Data Project Management — helping companies build internal neurodiverse annotation teams — alongside Peer-Support as a specialized accompaniment service. A recently spun-off startup, Responsible Annotation Services, handles regional ethical annotation service delivery.
Differentiator
Problem solved
Functional benefit
Brands
- Responsible Annotation Services: A newly founded startup/spin-off that provides KI annotation/labeling services regionally and ethically, with focus on employing people on the autism spectrum.
- Training-Station
- Fun-Station
Products and services
- Training-Station Web-based training tool that lets users learn about AI, practice data annotation across multiple complexity levels, and complete an annotation interest test. Includes a Bounding-Box module (no registration) and a 9-level Annotation Challenge (~6 hours, with registration) awarding certificates upon completion.
- Fun-Station Companion web tool to Training-Station that allows users to interact with AI by chatting, generating images, and creating music with AI, plus learn AI concepts in a low-threshold, barrier-free way.
- KI-Workshops (Youth) Three-module on-site workshop series for at-risk youth (NEBA, AMS participants) covering AI fundamentals, AI in job applications, and AI-driven labor market changes; each module is 2.5 hours.
- Annotation Workshops Three-stage on-site workshop series for integration service clients: introductory annotation workshop, Training-Station accompaniment (4 sessions), and additional annotation levels. Designed for people with disabilities to explore annotation as a vocational option.
- Qualifizierung Annotation AMS Oberösterreich-funded qualification program in image annotation for AI development targeting autistic job seekers. Combines theory (AI and annotation), social competency training, coaching, and job application support, with the goal of placement in annotation or related roles.
- Inclusive Data Project Management (Inclusive Data Teams) Partnership program helping companies build internal neurodiverse data annotation teams. Covers candidate identification, subsidized work training, onboarding, workplace optimization, process management, and peer support.
- Peer-Support Specialized support service for neurodiverse annotation teams where peer experts provide empowerment, competency-building, and psychoeducation 'auf Augenhöhe' (on equal terms).
- Responsible AI Engineering Research Collaborative research with SCCH and JKU Linz studying inclusive annotation teams, publishing scientific papers on inclusive employment of people with disabilities in AI, neurodiversity strengths in visual data annotation, and strategies for inclusive AI development.
Quantifiable outcome
- JKU study shows autistic participants match or exceed performance of neurotypical EDV-HTL control group in visual annotation accuracy
- +2 more outcomes
Companies that use Responsible Annotation
Customer profileNamed customers3 records
Segments4 records
Ideal customer profiles3 records
Responsible Annotation technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability6 records
Feature4 records
Responsible Annotation partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered core, flagship and minor.
- Kapsch TrafficCom AGcoreFounding partner and primary site for the pilot project. Hosts inclusive annotation team at company facilities since 2019 for image annotation work in traffic management AI systems. CEO Georg Kapsch personally champions the initiative.
- Software Competence Center Hagenberg GmbH (SCCH)coreResearch partner providing AI expertise and technical development support. Co-develops Training-Station platform and conducts academic research on inclusive annotation outcomes. Markus Manz, CEO SCCH, serves on advisory board.
- Johannes Kepler Universität Linz (JKU)coreAcademic research partner through Forschungsinstitut für Entwicklungsmedizin. Conducts studies (Empowering Neurodiversity) comparing annotation performance of autistic individuals vs. neurotypical control groups. Contributes to peer-reviewed publications.
- Barmherzige Brüder LinzcoreHost site for AMS-funded qualification program in Linz. Provides facilities and operational support for annotation training. Martin Gebetsberger leads Job.com project exploring employment pathways.
- DiakoniewerkcorePilot project partner conducting annotation trials with workshop participants. Alexandra Brandstetter leads regional initiatives. Successful pilot led to qualification program and ongoing collaboration for job market integration.
- Zero Project / Essl FoundationflagshipGlobal initiative for disability rights recognition. Shortlisted 2025 for innovative solutions in inclusive employment and ICT. Provides platform for conferences, Unternehmensdialog events, and Good Practice recognition.
- Responsible Annotation ServicescoreRelated startup company providing professional annotation services. Founded to employ autistic individuals in commercial annotation work. Contact via [email protected] for regional ethical annotation services.
- WUK Arbeit und QualifizierungminorSocial partner providing Arbeitsassistenz and AusbildungsFit services. Christoph Trauner reports multiple successful job placements through Responsible Annotation collaboration.
- WITAF (Arbeitsassistenz für Gehörlose)minorSpecialized employment assistance for deaf individuals, providing support for inclusive annotation opportunities and workplace accommodations.
- Blinden- und Sehbehindertenverband WienminorPartnership for berufliche Assistenz supporting blind and visually impaired individuals in accessing annotation training and employment opportunities.
- Volkshilfe WienminorSocial partner organization providing AusbildungsFit programs and job training support for diverse populations.
- Chancenreich - Bündnis für inklusive ArbeitflagshipAlliance launched May 2026 for inclusive work with partners including Zero Project, Diakoniewerk, and Kapsch TrafficCom. Philippe Narval and Andrea Werdenigg lead the initiative.
Scale indicators6 records
Recent moves8 records
Expansion highlights6 records
Responsible Annotation competitors and assessment
Company assessmentMarket position
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
Responsible Annotation social profiles
Digital presenceResponsible Annotation financial estimates
Financial estimateRevenue estimate
Valuation estimate
Responsible Annotation leadership team
Management profileNumber of profiles
Profiles7 records
Responsible Annotation subsidiaries and ownership
Company hierarchySubsidiaries1 record
Responsible Annotation funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Responsible Annotation 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 Responsible Annotation
What does Responsible Annotation do?
Responsible Annotation is an Austrian non-profit association that builds inclusive data annotation teams staffed primarily by neurodivergent individuals and people with disabilities, providing enterprises with high-quality AI training data preparation. The organization operates the Training-Station and Fun-Station web platforms, delivers qualification programs and workshops, and offers consulting to companies building internal inclusive data teams.
Is Responsible Annotation a public or private company?
Responsible Annotation is a private company. It is currently operating.
When was Responsible Annotation founded?
Responsible Annotation was founded in 2019. It employs 1 to 10 people.
Where is Responsible Annotation based?
Responsible Annotation is headquartered in Breitenfurt Bei Wien, Austria, in the Europe region.
How does Responsible Annotation make money?
Four revenue lines are on record. Donations and Charitable Funding is the primary driver. The others are Fördergeber and Institutional Grants, annotation Services Referral and free Services for Job Seekers.
Does Responsible Annotation have an API?
No public API is recorded for Responsible Annotation.
What industry is Responsible Annotation in?
Responsible Annotation's product category is AI Data Annotation Services. Its primary akta.pro industry code is HDAAALAB, Data Labeling & Annotation Services, with a secondary code of HDAAALAC, Annotation Tooling & Workflow Management. Its SIC code is 7370.