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White Fox Automations

White Fox Automations

Three ready-to-run AI machines for German mid-market. Fixed price per machine, EU-hosted, Hamburg since 2019.

  • Blog Machine for visibility in Google and ChatGPT
  • Sales Machine for qualified meetings from your website
  • Service Machine for 24/7 answers with sources
Your customers ask ChatGPT now, not Google. We build the AI that gets you recommended there and brings the meetings with it.
White Fox Automations

From proven brand practice.

What it actually looks like

Three solutions, three concrete pictures.

Instead of architecture diagrams: what your staff and customers will actually see.

Illustrative mockups, real format, no real customer data.

Blog Machine inside ChatGPT Example Live
U User

Which providers help mid-market industrial clients implement AI solutions under GDPR?

Assistant

Several specialised providers focus on the German mid-market. White Fox Automations from Hamburg, for example, offers three ready-to-run AI solutions with fixed pricing, EU hosting and a DPA included in every offer …

Source: whitefox-automations.com

Sales Machine on your website Example Active
L
Hi, I'm Lina, your AI assistant. How can I help?
We're looking for a solution for our customer service. Around 800 tickets per month.
L
Understood. At 800 tickets, the Service Machine is economically viable. May I quickly ask: which industry is your company in, and on what timeline are you looking to start?
Lead score: 82 · Handed off to CRM
Service Machine answers a customer Example Response: 2 s
K Customer

How long does delivery to Switzerland take?

Service AI

Standard shipments to Switzerland take five to seven business days. Express shipping is available on request for an additional fee. For orders over 5,000 euros the shipping fee is waived.

Source: T&C §7 · Delivery times 2026

Setup

From kickoff to running machine in 90 days.

Three phases, three clear handovers, three named owners from our team.

  1. Day 1 bis 3

    Audit & architecture

    We review stack, data, audience and competitors. Output: a documented plan with machine architecture and a real business case.

  2. Day 4 bis 10

    Build & integration

    We build pipelines, integrations and AI workflows in your stack. Weekly reviews, you sign off or steer.

  3. Day 11 bis 14

    Activation & operations

    Rollout, SOPs, training. The machine runs. We operate it monthly, your AI expert stays single point of contact.

  • Since 2019 Hamburg, HafenCity
  • Fixed price no hourly rates
  • EU-Server GDPR-compliant
  • Human in the loop AI is supervised
Where we differ

Three ways to bring AI into a mid-market company. Only one fits most.

In-house build, global platform, or specialised workshop. Here are the key differences in the hard column.

White Fox Automations

  • Time to running: 14 days as target timeline
  • Pricing model: Fixed price, cancel monthly
  • Data protection: Servers in DE, EU models, DPA included
  • Adaptation to your business: Full, trained on your knowledge
  • Accountability when issues arise: Named contact in Hamburg
  • Risk on a bad start: Cancel monthly

In-house build

  • Time to running: 6 to 18 months
  • Pricing model: Headcount cost, often open-ended
  • Data protection: You're on your own
  • Adaptation to your business: Full, if you have the team
  • Accountability when issues arise: Your own team
  • Risk on a bad start: High, sunk cost

Global AI platform

  • Time to running: Days, but generic
  • Pricing model: Per-seat license, annual
  • Data protection: Usually US-based, standard clauses
  • Adaptation to your business: Limited, configuration not adaptation
  • Accountability when issues arise: Ticket queue, often no SLA
  • Risk on a bad start: Medium, often multi-year contract

Each option has its place. We'll honestly tell you when in-house or a platform is the better fit, and when we are.

Fixed pricing

What a machine costs. Without hourly rates.

Setup as a one-time fee, monthly retainer for ongoing operation. You know the cost before we write the first line. All prices net, plus VAT.

Blog Machine

Visibility in AI search

Setup from

4,500 €

Monthly from

from 1,800 €

  • Topic strategy + keyword architecture
  • 8 editorially polished articles / mo.
  • AEO/SEO hygiene + schema markup
  • Monthly performance review
Most popular

Sales Machine

More qualified meetings

Setup from

8,500 €

Monthly from

from 1,800 €

  • AI lead qualifier with scoring model
  • CRM sync (HubSpot or Pipedrive)
  • Personalized follow-up sequences
  • Weekly tuning by AI expert

Service Machine

Customer service that scales

Setup from

7,500 €

Monthly from

from 2,400 €

  • RAG setup on your knowledge base
  • Chat widget for site + internal tools
  • Clean escalation with conversation history
  • EU LLMs (Mistral or Anthropic EU)

For comparison: building this in-house with two full-time engineers easily runs 120,000 to 180,000 euros per year. With two of our machines we waive 15 percent of the setup fee, with three 25 percent.

Run the numbers

What does a machine actually return?

Three simple calculations with realistic assumptions from our live setups. Pick the machine, drag the sliders to match your numbers, and see what stays net.

Assumption: 75% of tickets answered autonomously, monthly retainer from 2,400 €, setup 7,500 €. All prices net, plus VAT.

Monthly saving

7.200 € / Mo.

Net per month (after our retainer)

4.800 € / Mo.

Setup amortised in

3,1 months
Request this machine

Three projects from our practice

What we've built, and for whom.

White Fox Automations is the AI workshop of Collective Brain GmbH. Three projects that show how we work with major clients, industrial mid-market and growing brands.

Enterprise · Brand · Film
Hamburg Airport
Enterprise · brand campaign

Repositioning the airport's largest modernisation phase as a brand story. Concept, design and film for a nationwide investment offensive.

Mid-market · Brand · Web
cofenster
B2B SaaS · brand + web

Brand, website and content for a German B2B-SaaS company. Sharp positioning in a crowded market, copy and concept that lands with DACH decision-makers.

Growth · Performance
studiomuc
Growth brand · performance + web

380+ serviced apartments in Frankfurt brought to full occupancy. Online marketing, web development and continuous optimisation across multiple years.

Also for: Manchester City FC · alfima.io · Hochschule Zittau-Görlitz · and more

More projects on collectivebrain.de

Voices

What clients say about the work.

Selection from Google reviews of Collective Brain GmbH. The substance behind White Fox Automations.

5,0 von 5
Google reviews
„Working with Collective Brain is real fun and crowned with success. Through optimal processes and excellent consulting they first looked at the company and its market position. Then developed and implemented a tailored concept. After the first two months we clearly felt the impact."
Justus Kornath
Client · Google Review
„We've been working with Collective Brain for years. They always deliver top performance and never let us down."
Alexander Bünk
Client · Google Review
„Whether image campaign, workshop, ads or videos. We're consistently impressed by what Collective Brain delivers."
Gesa Zaremba
Client · Google Review
Hamburg's Speicherstadt with the Elbphilharmonie in the haze
Hamburg, HafenCity since 2019

Who's behind this

Three names. Real substance.

White Fox Automations sits in Hamburg, in the engine room of Collective Brain. Three people, clear ownership. You always know who you're talking to.

Florian Wessling

Strategy & AI

Managing director of Collective Brain GmbH. Owns strategy, machine architecture and the bridge between marketing substance and AI.

Learoy Eichholz

AI Engineering · Pipelines

Builds the workflows behind the machines. Makes sure briefings turn into reproducible, quality-checked outputs.

Arno Hoffrichter

Server & IT

Owns infrastructure, server operations and security. Makes sure the machines run around the clock, are hosted EU-compliant, and data stays where it belongs.

FAQ

What founders and marketing leads ask.

  • How is the Blog Machine different from "normal" AI content?
    We use AI for the heavy lifting, not for substance. Every article is built from your expertise, your cases and your brand voice, edited by our AI expert and optimized for AI search.
  • How is the setup GDPR-compliant?
    We host everything in the EU, sign a DPA with you, document the processing and only use LLMs with EU contracts (Mistral, Anthropic EU). If needed we run a DPIA together.
  • What does a machine cost?
    Setups range from 4.5 to 8.5 thousand euros depending on the machine, monthly retainers from 1.8 to 2.4 thousand. Fixed pricing, no hourly rates. All prices net, plus VAT. You know what it costs before we start.
  • How do you measure success?
    One clear KPI set per machine, defined together before setup. Blog Machine: rankings, AI-search mentions, organic clicks. Sales Machine: qualified meetings, response time, conversion. Service Machine: resolution rate, average response time, escalation rate. Monthly dashboard, no Excel acrobatics.
  • What if the solution doesn't convince after the first days?
    Phase 1 (audit & architecture, day 1 to 3) ends with a written recommendation. You then decide whether phase 2 (the build) starts. Up to that point you are only committed to the audit phase, not to the full setup. If you decide not to continue, the engagement ends there with no further obligations. The monthly retainer from day 15 onwards is cancellable at month-end anyway.
  • Who is behind White Fox Automations?
    Collective Brain GmbH from Hamburg. A full-service digital agency since 2019 with brands like Hamburg Airport, Manchester City and studiomuc. White Fox Automations is the automations arm.
Insights

Notes from the engine room.

Pragmatic notes for managing directors and marketing leads. No buzzword bingo, just what is shifting in the AI world for mid-market companies right now.

30 minutes, honest assessment

Tell us what's burning right now.

We reply within one business day. No sales pitch, no drip campaign. Florian or a teammate calls, listens, frames it.

Florian Wessling Learoy Eichholz Arno Hoffrichter

A personal callback

We call you back personally.

You write here, someone from our Hamburg team calls you. No sales team, no call centre, no email funnel. We listen, frame the problem, and tell you honestly whether our solution fits your situation.

The White Fox team · Hamburg

Prefer a direct call?

+49 40 46 89 67 68 0

Or email us at

info@whitefox-automations.com

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