What we do · 03 · Incubation Factory

Innovation Beyond Borders

A collaborative innovation environment, transforming promising ideas into scalable solutions.

About

A collaborative innovation environment

What we do

AFA’s Incubation Factory is a collaborative innovation environment designed to help transform promising ideas into impactful and scalable solutions addressing societal, environmental, and technological challenges. We support startups, SMEs, researchers, young innovators, and emerging entrepreneurs working across AI, sustainability, health, agriculture, environmental resilience, renewable energy, and green technologies. Our approach combines practical innovation support, interdisciplinary collaboration, international exposure, and ecosystem-building activities that strengthen innovation readiness, resilience, and long-term sustainable growth.

Our mentoring ecosystem

AFA’s mentoring ecosystem is built through our international network of academic institutions, researchers, industry experts, innovators, sustainability specialists, policy professionals, entrepreneurs, think tanks, and strategic partners operating across Europe and beyond. In practice, participants engage in structured innovation pathways involving expert mentoring, collaborative workshops, innovation clinics, project feedback sessions, applied learning activities, networking opportunities, and cross-border exchanges. Through direct interaction with experienced professionals and multidisciplinary experts, innovators strengthen strategic thinking, leadership, adaptability, problem-solving capabilities, and the practical skills needed to navigate complex innovation and implementation environments.

Beyond conventional incubation

More than a conventional incubation initiative, AFA’s Incubation Factory promotes responsible, human-centred, and sustainability-driven innovation shaped through collaboration and real-world engagement. Particular emphasis is placed on supporting women, youth, early-stage innovators, and underrepresented communities by creating accessible pathways into international innovation ecosystems. By combining mentorship, stakeholder engagement, knowledge exchange, and practical innovation support, AFA contributes to more inclusive, resilient, and future-oriented innovation capable of generating meaningful societal and environmental impact across regions and communities.

What we offer

From idea to deployed venture

Active builds · 01

VIDYA

Alpha

AI-powered literacy products for inclusive education.

Interactive AI and systems-learning platform for hands-on, project-based capability building across cohorts. Designed to expand AI literacy across underserved communities, students, teachers, and emerging professionals.

Active builds · 02

A(i)MPACT Lab

Beta

Sandbox environment for sector-grounded AI experimentation.

AI, Digital Twin, and XR prototyping and simulation environment for testing solutions before real-world deployment. Ventures can validate, iterate, and stress-test ideas with collaborators across sectors.

Active builds · 03

ainsteins

Beta

Personalised AI learning environments.

Adaptive AI learning environments that flex to each learner’s pace, background, and context, so the path through capability never feels generic.

Demo Coming soon

Active builds · 04

SenseMaker

Live

AI capability and impact assessment.

Measuring how AI initiatives perform against operational, learning, and societal outcomes, so investment decisions, programme design, and policy can rest on evidence rather than intuition.

Demo Coming soon

Our process

Four stages, one trajectory

Each venture moves through a structured trajectory, designed to translate AI capability into deployable, accountable systems.

  1. 01

    Explore

    Validate the problem

    Discovery sessions with stakeholders and end users, testing whether AI is the right tool, before building.

  2. 02

    Design

    Build with rigour

    Co-creation with our research network, grounded in data and method. Architecture, governance, and trust by design.

  3. 03

    Pilot

    Deploy in the wild

    Living-lab environments with real users. Feedback informs every iteration toward operational readiness.

  4. 04

    Scale

    Across regions and systems

    Market translation with collaborators across the EU and beyond, sustaining impact at the systems level.

Governance & readiness

Aligned with the frameworks that matter

Regulatory alignment

EU AI Act

Readiness assessment, risk classification, and compliance mapping for AI systems entering the European market.

Standards alignment

ISO/IEC 42001 · NIST AI RMF

Management-system standards and risk-management frameworks built into every venture, not bolted on afterward.

Building an AI venture?

Mentorship, access to research networks, governance support, and routes to pilot and scale, across the European Union and beyond.

Apply to the Incubation Factory → See our network →
Visit website ↗

Active build · Alpha

Vidya is a hands-on learning app that demonstrates how LLM systems actually behave in practice. It makes the moving parts of an AI application visible: prompts, retrieval, tools, state, and evaluations – not just a chat box.

Everything runs on open models. No closed APIs, no vendor lock-in. The model catalogue is version-controlled; runtime selection is reproducible. Learners can swap models and see how outputs shift in real time.

The journey is incremental – from baseline chat, into prompting, retrieval, tool-use, and evaluations. Each module isolates one concept and exposes its knobs, so users see why things happen, not just what happens.

Open VIDYA →

Active build · Beta

A sovereign lab where people, ideas, and innovators can grow real AI skills, without depending on any single vendor or cloud.

The Lab brings AI, Digital Twin, and XR prototyping into one environment, so innovators can try ideas out, learn from each other across sectors, and see what actually works in the real world.

Available on demand for cohorts, partner institutions, and community programmes.

On demand. Get in touch to arrange access.

Active build · Beta

ainsteins is an adaptive learning platform built for universities, public bodies, and research consortia that want to grow real AI literacy across faculty, staff, and learners.

Sovereign infrastructure. Runs inside your own perimeter. Learners' data, models, and activity stay under your institution's governance, with no third-party API surface in between.

Configured to your institution. Bespoke cohort design, branding, subjects, languages, and assessment rubrics. Not a generic shell repackaged as "education".

Cost designed for institutional budgets. Pricing is outcome-linked rather than per-seat, so you can scale enrolment across departments and cohorts without renegotiating contracts.

Open ainsteins →

Active build · Live

SenseMaker® logo

SenseMaker uses distributed narrative inquiry to collect first-hand stories of how people experience AI in their work and daily lives.

The platform combines the explanatory power of stories with the visualisation of patterns at scale, supporting sensemaking around AI, tracking changes in awareness and literacy over time, and strengthening the strategic narrative.

Outputs include a current-state assessment of AI awareness and literacy, a curated storybook of collected experiences, and a tailored training programme grounded in what your community actually reports.

On demand. Get in touch to commission a SenseMaker engagement.