AI Venture Studio · Hamburg
We build agentic systems and walk organizations through the transition.
Strategy, enablement and engineering as one practice. Not three vendors. We run our own company on the systems we build for clients: autonomous research pipelines, agent-driven development, self-publishing infrastructure. What we recommend, we operate daily.
The audit
How legible is your site to AI?
Language models read your site before a buyer does — and what they get back is not what a browser shows. We fetch your public pages the way a model does, then score what survives the trip.
How the audit works →We are our own proof
no client logos · the systems we run ourselves
One system, three phases.
Awareness → Readiness → Steadiness
01
Awareness
Orientation & Target Picture
Where AI actually stands, from generative to agentic, and what it means for your organization. From shared understanding to a first target picture.
02
Readiness
Competence & Personal Productivity
Your people learn to work with AI in their daily routine. Faster, better, with judgment. Broad qualification plus hands-on depth where needed.
03
Readiness → Steadiness
Deep Implementation in Processes & Structures
From the value chain to production systems: identify where AI pays off, model the target state with measurable value, build it in sprints.
04
Steadiness
Sustainable Anchoring & Scale
The part most initiatives skip: keeping the capability alive after go-live, inside your own teams instead of your vendor.
Most AI initiatives fail on operations, not models. The difference is whether there is a system underneath.
Without a system
- Shadow AI. Tools arrive through the back door, ungoverned.
- Pilots that impress in the demo and die at go-live.
- The capability walks out when the vendor does.
With the Bureau
- One shared target picture. Leadership decides from the same map.
- Use cases in production, engineered where it counts.
- The capability lives in your teams, not ours.
Module Index
combinable · scoped to where you stand
Where to start, and what it takes
four shapes · combine or take one
Each shape maps to a phase. Pricing is scoped to the work, not sold off a shelf.
Current Fieldwork
What we're building right now
Strategic AI initiative. Competence building across the group.
Workshops · enablement · roadmap
OUTCOME: A shared target picture the group now plans against.
Knowledge management with retrieval; back-office automation across JIRA, Outlook and ERP.
RAGflow · LibreChat · Coolify
OUTCOME: Institutional knowledge became findable. Status updates write themselves.
Sales automation ending in rendered artifacts. Decks and motion assets, not dashboards.
n8n · PowerPoint · nexrender
OUTCOME: The team stopped rebuilding the same deck a hundred times.
Customised database fused with a workflow engine for diverse process handling.
Database × workflow tooling
OUTCOME: Every process got a home: states, owners, an audit trail.
AI-driven content platform for a league ecosystem, jointly with partners.
Consortium build
OUTCOME: A platform built with partners, not bought from a vendor.
Agentic ways of working for large institutions: target architectures, leadership simulations.
With btveen, Vienna
OUTCOME: Leadership felt delegation in simulation before buying it.
Product data made machine-readable so agents can find and act on the catalogue.
Structured data · agent surfaces
OUTCOME: The catalogue stopped being invisible to AI agents.
Client names withheld until cleared. References available in conversation.
Partners
Who we build with
PARTNER · HAMBURG
ADVANCED INNOVATION
AI development and education. Joint delivery across strategy, enablement and engineering. One braid, no seams.
PARTNER · HAMBURG
HARWAY
Business transformation advisory. Build, Grow, Transform. They shape the strategy, we build the agentic systems that carry it. Florian is the reason I joined Fork in 2006, and again in 2016. He brought Harway and Advanced Innovation in 2026.
PARTNER · VIENNA
btveen
Agentic ways of working for institutions with real stakes, plus the btveen perspectives event series.
Who operates this
Kai Ebert
Founder · operator
20 years shipping code inside agencies. Fork, Jung von Matt, Valtech.
Now a studio that operates its own systems in the open: a multi-agent development pipeline, a browser-native synth platform, a gallery that publishes itself nightly. All live, all ours.
When we recommend a way of working, it is one we run ourselves. Daily.
Common questions
What does Brainhuggers Bureau do?
Brainhuggers Bureau is an AI venture studio in Hamburg. We build agentic systems — autonomous research pipelines, agent-driven development, self-publishing infrastructure — and walk organizations through adopting them. Strategy, enablement and engineering as one practice, not three separate vendors.
What is an AI venture studio?
A venture studio builds companies and products in-house instead of only advising. As an AI venture studio, we run our own operations on the agentic systems we build, then help organizations put the same systems into production — so what we recommend, we already operate daily.
How do you work with organizations?
One system, three phases: Awareness (orientation and a shared target picture), Readiness (competence and hands-on productivity across your teams), and Steadiness (deep implementation and sustainable anchoring). The capability ends up living in your teams, not ours.
What does an engagement cost, and how do we start?
Engagements are scoped to where you stand — from a first orientation to deep implementation — with pricing on request. Start with a 30-minute call, or take the Field Reading diagnostic to find the thinnest route in.
Where is Brainhuggers Bureau based?
Hamburg, Germany. We work with organizations across the DACH region and beyond.
Start with 30 minutes
A short call to find out whether there is a fit. No obligations.
[ BOOK A 30-MIN SLOT ]What we recommend, we operate daily.