We Create Future Stage #4: Intelligence in the Loop – Sustainable Data Culture

Events · We Create Future Stage #4 · Startup Mentor Stage
Intelligence in the Loop
Startup Idea – Mentor Stage: your idea, 5 minutes, bigger possibilities. An evening on AI, data and people: the skills, habits and responsibility behind a sustainable data culture. Part of Planet & Pixels, the programme for a sustainable data culture.
Thu 22 Oct 202617:30–19:00CIC BerlinFree of charge3 startup pitches4 mentors · 2 moderators
Pixel Break

Your take-away: start your Pixel Breaks. Tomorrow.

One small cleanup task a day instead of scrolling. Good for your data, good for your head.

5 minone small task
12:00every day
15 daysto a new habit

Start the 15-day challenge →

Part of Planet & Pixels, based on 5S-Digital by Let’s Do It Germany, built on Kaizen: small steps, every day. The next date for everyone: Digital Cleanup Day, every year on the third weekend in March.

We Create Future Stage #4 · Startup Mentor Stage: Intelligence in the Loop · AI & Sustainable Data Culture · With Margarita Sivcheva, Francois Roloff, Karl Hausdorf and Holger Holland · Moderation: Valdrin Dervishaj & Daniela Schwerdt · 22.10.2026, 17:30–19:00 · CIC Berlin, Lohmühlenstraße 65, 12435 Berlin
Audience at We Create Future Stage #2, Venture Café Berlin
We Create Future Stage #2, Venture Café Berlin, 21 May 2026 · Photo: Venture Café Berlin / @contentmakerberlin

The evening

Four mentors open with a short impulse, one question each. Then three founding ideas take the stage and get direct feedback, and every mentor leaves the audience with one small take-away: a digital habit to start tomorrow. Stage #4 closes the Inaugural Day of the Berlin College of Business and Technology and opens the AI Entrepreneurship Hackathon the next day.

  1. 00

    16:00 · Pre-programme: guest lecture

    Margarita Sivcheva on “Communication Skills in the AI Era” at the Berlin College of Business and Technology.

  2. 01

    17:30 · Part 1: Perspectives

    Valdrin Dervishaj and Daniela Schwerdt open the evening. Four mentors each give a short impulse, followed by questions from the audience.

  3. 02

    17:58 · Part 2: Startup pitches

    Three founding ideas, 5 minutes each, with direct feedback from the mentors.

  4. 03

    18:40 · Closing round: take-aways

    Every mentor leaves the room with one digital habit to start tomorrow, followed by an outlook on the Build for Business Hackathon.

  5. 04

    19:00 · Networking

    Talk to mentors, moderators and founders until 20:00.

The theme: Intelligence in the Loop

AI is only as good as the data it learns from and the people who decide what to do with its answers. “Intelligence in the Loop” brings four questions to the stage: Which human skills matter most when AI writes along? How do founders build a responsible digital business from day one? When is AI the right tool, and when not? And how do good digital habits become visible and verifiable? A sustainable data culture means knowing the footprint of what we store and send, protecting people from information overload, and building digital habits that last.

“Every streamed film, every installed app, every e-mail written causes CO₂. Every like has a footprint. And the cloud is not a cloud in the sky: it consumes enormous amounts of energy.”

The data iceberg

An iceberg: a small white tip above the sea, a large structure of glowing data blocks hidden below the waterline

Most of the data organisations store is never used again. Above the waterline sits the small share that is business-critical. Below it lies dark data: data whose content and value nobody knows. It is unclear, unrecognised and still stored, secured and cooled every day. Planet & Pixels, developed in 2023 by AGEPO with FSAS (formerly Fujitsu), makes this hidden part visible. That hidden load costs more than storage space: it costs time and attention every time someone searches for the right file.

52%dark data: unknown content, unknown value
33%redundant, obsolete or trivial (ROT)
15%business-critical, the tip of the iceberg

Share of stored data · Veritas Global Databerg Report (2016; 2,550 respondents in 22 countries). Image: We Create Future Stage #4.

Garbage in, garbage out.

AI learns from the data we keep. If nobody knows what lies below the waterline, AI builds on it anyway. Better tools alone will not change this. Education will: people who understand their data, keep it clean and decide what is worth keeping.

Skills, habits and responsible founding

The skills students, employees and founders need when AI becomes part of everyday work, and how to build a digital business responsibly from day one.

Sustainable data culture

It starts with people: knowing what we store and send, protecting attention from information overload, and building digital habits that last. The footprint matters too: information and communication technology causes 2.1–3.9 % of global greenhouse gas emissions, more than all air traffic at around 2 % (Freitag et al., 2021). Planet & Pixels shows how a cleanup mindset makes digital work leaner, calmer and more energy-efficient.

Sovereign AI and data

How organisations create value with AI from data they control, and why clean, well-kept data is the basis: storing data that is never used again caused an estimated 5.8 million tonnes of CO₂ in 2020 (Veritas, 2020), roughly the annual emissions of 740,000 people in Germany.

Why now

With the Ecodesign for Sustainable Products Regulation (EU) 2024/1781, the EU introduces a digital product passport for products sold in the single market. Data, AI and circular design are moving from pilot projects into everyday business. At the same time, AI is changing how students, employees and founders work every day. Using it wisely, without drowning in information, is becoming a core skill.

Questions of the evening

01

How do founders communicate clearly with and through AI without losing their own voice?

02

Who owns what AI helps to create, and what should graduates and founders protect from day one?

03

Where must people stay in the loop when AI supports decisions on products, data and resources?

Where the evening leads

Clean data does not happen by itself. The closing round brings the three levers together that turn a cleanup into a culture.

Education

Data literacy for students, employees and founders: workshops, learning series and teaching formats such as Planet & Pixels and the BCBT programmes.

Verification and certification

What is claimed must be checkable: participation certificates as verifiable credentials and responsibility assessments such as the WCRI.

Civil society and associations

Change spreads through people who act together: World Cleanup Day Germany, Let’s Do It Germany e.V. and partner associations

Speakers

Karl Hausdorf

Karl Hausdorf

Head of AI Business
Fsas Technologies – a Fujitsu company

Helps organisations create value with AI from their own sovereign data. Previously head of Fujitsu’s Generative AI business incubator. FSAS (formerly Fujitsu) is a partner of Planet & Pixels and of World Cleanup Day Germany.

Holger Holland

Holger Holland

Co-Founder · BCBT Berlin
Director · World Cleanup Institute

Co-founder of BCBT and director of the WCI. Initiator of World Cleanup Day Germany, president of Let’s Do It Germany e.V. and EU Climate Pact Ambassador. In Planet & Pixels he brought together the environmental engagement of World Cleanup with the technical expertise of Fujitsu (today FSAS), and runs impulse workshops on a sustainable data culture at BCBT, Freie Universität Berlin and THEX. holgerholland.de

Margarita Sivcheva

Margarita Sivcheva

Business Development Manager (IBM) · Arrow Electronics

Business development expert who connects people across countries and industries. On 22 October she also gives the guest lecture “Communication Skills in the AI Era” at BCBT. Her question: which human skills matter most when AI writes along?

Francois Roloff

Francois Roloff

CEO & Co-Founder · Pyure

CEO and co-founder of Pyure, a Berlin climate-tech company that measures and reduces the CO₂ emissions of digital advertising. More than 18 years in AdTech and digital media, including as CEO of madvertise. His question: what should founders feed into AI, what do they own afterwards, and how do you build a responsible digital business from day one?

Valdrin Dervishaj

Valdrin Dervishaj

Moderation · Co-Founder, BCBT Berlin

Co-founder of the Berlin College of Business and Technology, where he teaches human capital management and entrepreneurship. Previously advisor to the Minister of Education, Science, Technology and Innovation of Kosovo, where he helped bring around 80 % of the ministry’s core services online within two years. His mission: making higher education more accessible, meaningful and impactful.

Daniela Schwerdt

Daniela Schwerdt

Moderation · Ambassador, World Cleanup Day Germany

Event host and moderator since 2018, and responsible for PR communication at the World Cleanup Institute. As ambassador of World Cleanup Day Germany she moderated this year’s national focus day in Bonn. She develops PR and social media strategies and likes to bring people and perspectives together on stage.

Pitch your startup idea

Have a startup idea? Pitch it.

The Startup Mentor Stage gives you 5 minutes to present your idea and get guidance from experienced mentors. Open to students and external participants. Early-stage ideas are welcome, a prototype is not required.

Connect

with mentors from the founder and investor community.

Get

valuable feedback on your idea in front of an audience.

Turn your idea

into impact, with concrete next steps.

Who should come

Founders and students

with an idea they want to test, or curious to see how others pitch.

AI and data people

who want to see where AI meets real products, materials and value chains.

Sustainability and data practitioners

working on green IT, data reduction, product data or ESG reporting.

Part of the sustainable data culture

The evening continues the work of Planet & Pixels (since 2023: Fujitsu Data Cleanup Week 2024, RWTH Aachen AIP conference 2024, transform_D Summit of the DSEE 2025). In February 2025 CIONET Germany, Fujitsu, World Cleanup, BCBT and EQAsce ran three online workshops on a sustainable data culture, each with an ESG participation certificate (announcement on Instagram) and of the WCI focus topic Sustainable Data Culture. The topic continues in the AI Entrepreneurship Hackathon (23–26 October 2026).

Previous Mentor Stages

Date & venue

Thursday, 22 October 2026 · 17:30–19:00, networking until 20:00
CIC Berlin (BCBT campus), in cooperation with Venture Café Berlin, Lohmühlenstraße 65, 12435 Berlin

Free of charge.

Free tickets via EventbriteAttend Stage #4 as a guest · register now

Part of the We Create Future initiative.

Sources

  • Regulation (EU) 2024/1781 on ecodesign requirements for sustainable products (ESPR), EUR-Lex.
  • Planet & Pixels, programme page: Planet & Pixels (worldcleanup.org).
  • Freitag, C., Berners-Lee, M., Widdicks, K., Knowles, B., Blair, G. S. & Friday, A. (2021). The real climate and transformative impact of ICT. Patterns, 2(9), 100340, doi:10.1016/j.patter.2021.100340.
  • Veritas Technologies (2016): Global Databerg Report, summary: IDM, 18 March 2016. Veritas Technologies (2020), as cited on the Planet & Pixels page.
  • Comparison per person: Germany emitted about 650 million tonnes CO₂e in 2024 (Umweltbundesamt), about 7.8 t per inhabitant; 5.8 Mt ÷ 7.8 t ≈ 740,000 people.
  • BCBT on Instagram, 22 February 2025: online workshop series “Nachhaltige Datenkultur”.
  • Holger Holland, “About me – Mein Leben”, holgerholland.de.
  • Fujitsu at World Cleanup Day Germany: worldcleanupday.de/fujitsu.
  • European Commission, ESPR and Energy Labelling Working Plan 2025–2030 (April 2025); summary: Sidley, April 2025.