Philosophy Partnerships Venue Challenges Schedule Applications Participants Prizes Tools Budget Branding

The Playbook

How to run a Bio × AI hackathon in your city. A specific format, tested in Berlin.

Philosophy & What Makes This Different

The principles behind the format.

Challenge Partner Model

Companies provide real unsolved problems, domain expert mentors, and (in many cases) prizes. Some provide proprietary data, others define open-ended research challenges. Either way, participants work on problems that actually matter.

Challenges should be:

Travel Grants

Required for listing. This is the single non-negotiable requirement for being listed as an official European Bio × AI Hackathon edition.

Plan for at least about half of participants to come from outside the host city. Budget ~€300 per non-local participant for travel reimbursement. This is what turns a local meetup into a European event.

Without travel grants, you're running a local hackathon, which is great — but it's not this.

Interdisciplinary by Design

Teams mix bio/health people with computational/AI people. The application process should select for this diversity, and team formation should encourage these combinations.

Open to Teams and Individuals

Accept both pre-formed teams (up to 5) and solo applicants. This is an important feature of the format, since it supports both existing teams and new team formation.

Pre-formed teams don't need to break up — a pair of collaborators, a lab group, a startup team can all apply together. Smaller teams should be encouraged to add individuals from the accepted pool. Individual applications matter just as much: a motivated biologist in Lisbon or a strong ML engineer in Warsaw shouldn't need to already know someone to participate. This is especially important for an interdisciplinary, Europe-wide event where many applicants won't already have a team.

After acceptances, connect all accepted participants in one place (e.g., a shared platform with profiles) so they can find each other and form teams themselves before the event.

Two-Stage Structure

24-hour hack → public evening showcase. The hack is closed and focused. The evening is open to the broader ecosystem — VCs, scientists, founders, industry. Participants get deep technical time and public visibility.

24-Hour Venue Access

Participants should have access to the venue for the full 24 hours. No one should be forced to pack up and leave at midnight — that kills momentum. The venue stays open the whole time. See the Venue section for detailed guidance on layout, breakout spaces, and setup.

Translational Mentality

Building impressive tech is only half the battle. Teams are judged not just on code complexity or architecture, but on why it matters. Judges should look for context: not just how your tool works, but what problem it solves and for whom.

Things teams should be thinking about:

The "So What?" test: If this existed today, how would it change a scientist's, a clinician's, or a patient's daily life? If you can answer that clearly, you have a translational project. Build for the world, not just the terminal.

Partnership Model

Four partnership types. But first, some notes on planning.

Planning & Prioritization

Start early. Challenge partners should be your first priority — they define the hackathon. Start outreach at least 3 months before the event, especially if you don't already have strong connections in relevant industries. These conversations take time: you're asking companies to commit real problems, mentors, and judges.

After challenge partners are locked in, prioritize:

  1. Compute partner — teams need GPU access on day one, so this needs to be confirmed well in advance
  2. Venue — needs to support 24-hour access, which limits your options. Start early.

General sponsors and operational partners are important but more flexible on timing — you can often close these closer to the event.

Challenge Partner

The most important partnership. One per track (typically 3 tracks). Prioritize challenge quality over sponsorship amount, because the strength of the problems is what makes the hackathon work. Tailor the package to each partner's size and situation; a startup contributing a great challenge and no funding or maybe €2K is worth more than a mediocre challenge at €15K.

What They Provide

  • A real, computationally tractable challenge within their domain
  • Domain experts as mentors during the hack (1–3 people on-site for a large portion of the hack, and ideally reachable remotely when not physically there)
  • Track judges for afternoon evaluations
  • Optionally, prizes for their track (compute credits, API access, meetings, job opportunities, etc.)

What They Get

  • Exclusive challenge track named after them
  • Demo session with participants (product/platform/API)
  • First access to winning team solutions and talent
  • Featured in all event materials and social media
  • Booth space at the hack and the public showcase

Compute Partner

What They Provide

  • GPU access (2+ GPUs per team × number of teams; needs will vary based on the challenges)
  • CPU, RAM, and storage for each team
  • 24-hour access + technical support during the hack

What They Get

  • Recognition as "Official Compute Partner"
  • Technical demo session with participants
  • Direct engagement with technical talent
  • Featured in event materials + social media

General Sponsor

We used a Bronze / Silver / Gold structure, but the specifics should be tailored to each sponsor's needs and what they care about. These are a starting framework, but agreements should be individually negotiated. Amounts will depend on your city, costs, and the partners you're working with — as a starting point, you could go with €3K / €5K / €8K or €5K / €8K / €10K.

Bronze

Branding. Logo on materials, social media mentions, spots at the showcase.

Silver

Branding + access. Everything in Bronze, plus access to participants and teams, intros, dedicated social media.

Gold

Branding + involvement. Everything in Silver, plus participation in the program (eg as a judge, speaker, or with a booth at the public showcase).

Operational Partner

In-kind support: venue, catering, snacks, drinks, or other logistics. In return they get event branding, social media, and spots at the showcase. Scale the recognition to match the contribution.

Venue

You'll likely need two separate spaces: one for the hack itself, and one for the public evening showcase. These have very different requirements.

Hack Venue

The hack venue needs to support 24-hour access — participants should be able to stay and work through the night without being forced to leave. This is non-negotiable; packing up at midnight kills momentum.

Layout matters as much as capacity. You need a central area large enough for everyone to gather — kickoff, meals, announcements — but teams also need space to spread out. In Berlin, having multiple smaller rooms available as breakout spaces made a big difference. Ideally, each team gets a small room to themselves, or larger rooms are shared between 2–3 teams with enough space that they don't disrupt each other. Teams need to be able to talk out loud, brainstorm, and debate without worrying about disturbing the team next to them.

Plan for capacity of 80+ people, with enough breakout rooms or flexible space for all teams to work comfortably.

Tip: Make sure whiteboards are available — teams consistently use and appreciate them for group brainstorming and planning. A few portable whiteboards or even large paper pads across breakout rooms go a long way.

Evening Showcase Venue

The evening showcase is a different kind of event — it's public-facing, with 200–300 attendees from the broader ecosystem (VCs, scientists, founders, industry). This usually calls for a different venue than the hack space: you need a stage setup for finalist pitches, space for networking, and capacity well beyond the hackathon participants themselves.

It's possible to use the same venue for both if it's large and flexible enough, but in practice, most hack-friendly spaces (university rooms, coworking spaces, labs) aren't ideal for a 200+ person evening event with a stage. Plan accordingly.

Venue Checklist

  • Hack venue: 24-hour access, breakout rooms or flexible space, central gathering area, power and WiFi throughout
  • Hack venue: whiteboards or large paper pads in breakout rooms
  • Evening venue: stage/presentation setup, capacity for 200–300, networking space
  • Both: accessible location, ideally public transport–friendly

Challenge Track Examples

The Berlin edition ran three tracks (we'd probably recommend 2 or 3, maybe 4 if you're going to have significantly more than 75 participants). You can take this as a starting template, but adapt based on your partners and local strengths.

Important — do not reveal challenges early. The track titles and challenge partners are announced ahead of time (so applicants know what broad areas they're signing up for), but the specific challenge details must stay secret until the kickoff briefing on the day of the hackathon. No early access for anyone; everyone receives the challenge at the same time. This is essential for a level playing field and is a core principle of the format.

Protein Design

Predicting function from sequence, designing proteins with novel or optimized properties beyond natural evolution.

Genome Modeling & Synthesis

Understanding non-coding DNA, designing synthetic DNA sequences for controlling cell-type-specific expression, decay, and more.

Agentic AI in Life Sciences

Building agents for scientific discovery, lab automation, healthcare. Accessible to strong computational participants without deep biotech backgrounds.

Worth considering: Making at least one track accessible to people who are strong computationally but don't have deep biology backgrounds. It widens the talent pool and the cross-pollination is real.

Event Structure & Schedule

Pre-Event Timeline

~8 weeks
Announce hackathon — teaser flyer + landing page, start collecting emails
~3 weeks
Open applications (~1–1.5 week window to apply)
~10 days
Send acceptances + connect participants for team formation (teams of 3–5)
By event start
Teams finalized. Anyone not in a team by the start gets assigned to an incomplete team.

Day 1 — Friday

14:30
Registration, arrival
15:00–16:00
Kickoff — brief welcome from organizers, challenge announcements from challenge partners (challenges revealed for the first time), intro from compute partner
16:00
Hack begins
Evening
Hacking continues — teams can leave to sleep or stay overnight

Mentors: Invite additional domain experts (beyond the challenge partner reps) to be available on Day 1 evening to help teams with their approach. On Day 2 late morning/midday, have a VC or experienced pitch coach available for a few hours to help teams prepare their presentations.

Day 2 — Saturday

Morning
Hacking continues, mentors available. VC/pitch mentor available to help teams prepare presentations.
16:00
Hack ends. Track evaluations begin.
16:00–17:00
Track-specific evaluations — 5-min pitch + 5-min Q&A per team, challenge partner reps as judges. Track winners selected + top 3 per track advance to evening
18:00
Doors open for public evening showcase (200+ attendees from broader ecosystem). See the Berlin evening event as an example.
18:30
Welcome & organizer introductions
18:45
Panel or keynote on a topic related to the challenges (e.g., Berlin featured a panel on "From In Silico Predictions to Impact")
19:30
Break
19:45
Finalist pitches — before each track's finalists pitch, a brief (~2 min) explanation of the challenge to orient the audience. 5-min pitch per team, no Q&A.
~20:45
Track winners and overall winner announced
~21:00
Networking & afterparty

Two-Stage Judging

Both rounds use the same judging criteria. The difference is the judges and the format.

Afternoon track evaluations: Challenge partner representatives (or other domain experts) serve as judges, since they understand the technical depth. All teams pitch: 5-minute presentation + 5-minute Q&A. Track winners and the top 3 finalists from each track are selected here; the finalists advance to the evening showcase.

Evening showcase: Separate panel of external judges (VCs, scientists, industry leaders — not the same people as afternoon). Finalist teams give a 5-minute pitch only, no Q&A. Overall winner selected (can be any of the finalist teams; may or may not also be a track winner).

Pitch Content

Each pitch should cover:

  1. Technical overview: A clear breakdown of your solution — what did you build and how does it work?
  2. Rationale: The "why" behind your specific approach. Why this method, this data, this angle?
  3. Innovation: What makes your solution unique or novel?
  4. Outlook: If you had more time, how would you scale this? Could it become a product, platform, or research direction?

Judging Criteria

These are generalized from the Berlin edition. Each challenge partner may tailor the specifics to their track, but the core categories should stay consistent.

Technical Depth & Novelty

How well-engineered is the solution? Are custom pipelines, models, or workflows integrated effectively? Does it demonstrate real understanding of the underlying tech?

25%
Problem-Solution Fit

Is the rationale compelling? Does the approach actually address a real need — or is it a cool tool in search of a problem?

25%
Validation & Rigor

How sound is the evaluation strategy? Are there sanity checks, clear metrics, and a credible plan for testing whether the solution actually works?

25%
Vision & Scalability

Could this become a product, platform, or research direction? How broadly does the approach generalize, and is there a plausible path forward?

25%

Challenge partners may adjust the specific wording for their track (e.g., a protein design track might emphasize biological rationale; an agentic AI track might emphasize creativity). The four categories and equal weighting should stay consistent across tracks.

Tip: Have all teams submit their decks at 16:00 in the same format (e.g., Google Slides). This makes it much easier to quickly combine the finalists' decks into a single presentation for the evening showcase, since you'll have to do this between 17:00-18:00 once you know the finalists.

Application Process

Teams and Individuals

Allow both pre-formed teams and individuals to apply. This is important — it means people don't need to already know others in the space to participate, which is especially relevant for an interdisciplinary event. Every team member must submit their own application (evaluated individually, accepted together). Small pre-formed teams should be encouraged to add members from the accepted pool.

Application Questions

These are the actual questions from the Berlin edition application form. Adapt to your tracks and context.

Basic Info

  1. Name
  2. Email address
  3. Location
  4. Affiliation — company and/or university
  5. LinkedIn profile (if you have one)
  6. GitHub (if you have one)
  7. Apply as a team or individual?
    • If team: team name (every member applies separately, same team name)

Experience and Motivation

  1. Briefly describe one cool project you worked on recently — what were the technical challenges, and why was it interesting and innovative?
  2. Why do you want to participate and what do you hope to get out of it? (a very brief answer is fine)

Challenge Areas

  1. Which track(s) are you most interested in? (multi-select — if multiple, you may be assigned based on capacity)
  2. Rate your experience level in each track area (0–10 scale). Note: you don't need experience in any specific area. This helps ensure a balance of skills across participants.
  3. Other relevant expertise (free text)
  4. Traveling from outside the city? Would you like to apply for a travel grant? (reimbursement of up to €300 for travel and accommodation)

Track Assignment

Applicants are accepted directly into tracks. Since you need to roughly balance the number of participants per track, applicants who select multiple tracks of interest may be assigned to one based on capacity and fit.

Evaluation

For Berlin, we had a panel of ~10 reviewers evaluate applications — important that decisions aren't made by just 1–2 people. We plan to open-source the tool we built for this (panel-based scoring and admission by criteria) at a later point.

Participant Experience

Team Formation

Communication

Travel Grants

This is THE key differentiator that makes it a European event, not just a local one. Plan for at least half your participants to be non-local.

Catering

Hackathons typically default to pizza and junk food. We'd strongly encourage providing balanced, real meals instead — especially for participants who are staying up all night. It makes a noticeable difference in energy levels, focus, and overall wellbeing. People who are coding and problem-solving for 24 hours straight need proper food, not just sugar and caffeine.

Plan for more food than you think you need. For a Friday afternoon → Saturday evening format, you're looking at:

Keep snacks available throughout the entire hack — not just at mealtimes. Coffee should be flowing at all hours, and Club-Mate is highly recommended.

Prizes

Challenge partners can offer track-specific prizes. For overall prizes, consider a mix of cash and resources that support continued development — compute credits, seed grants, investor intros, lab access, conference tickets.

One thing to keep in mind: winning teams at a Europe-wide hackathon are often distributed across multiple countries, which makes location-specific prizes (like lab access in one city) less useful than you'd think. Cash and remote-friendly resources tend to be the most universally valuable.

We're still iterating on the best prize structure. Reach out if you want to compare notes.

Tools & Platforms

What we used for the Berlin edition. All worked well.

Landing page Static HTML/CSS/JS via GitHub
Email signup Tally (embeddable forms)
Public event page (evening showcase) Luma (here's a link to the Berlin evening showcase as an example)
Mass email Mailchimp
Applications Tally or similar form tool
Team formation Shared platform for participant profiles — still iterating on best tool
Reimbursement Tally
Participant comms WhatsApp community
Pitch decks Google Slides (same format for easy combining)

Budget Overview

Approximate numbers for a ~75-participant edition. The biggest line items are travel grants, venue, and catering.

Travel grants ~€10,000+ ~€300 × number needing grants (Berlin: ~35 people)
Venue Major cost 80+ hack space + 200–300 showcase space
Catering Major cost Meals + snacks for 24h + evening event
Photo/video Smaller cost Photographer + videographer
Prizes In-kind Often covered by partners
Compute In-kind Compute partner
Total ~€40,000–50,000 Varies by city

Branding

Coming soon — guidance on visual identity, naming conventions, and how to maintain consistency across editions while leaving room for local flavor.

Ready to Start?

Questions about organizing an edition?

Get in Touch