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White Fox Automations

White Fox Automations · A brand of Collective Brain · Hamburg since 2019

Three AI machines for your mid-market.

More visibility. Better meetings. Service that scales.

A complete machine, built, run and documented. Not an open-ended AI project. No in-house IT required.

  • Live in 14 days
  • Source on every answer
  • GDPR · EU servers
Live · right now
0 machines

are running for mid-market clients.

Latest activity

    Current capacity 8 of 20 slots open
    Live since February 2026 · 12 clients connecting…
      Take a slot

    From proven brand practice.

    The White Fox Machines

    Three machines. One funnel. Your growth.

    Marketing, sales, service. Automated, supervised, tuned to the German market. Pick one or combine. We build, you grow.

    01 · Marketing

    Blog Machine

    → Visibility in AI search

    AI pipeline that turns real expertise into search-strong articles. Edited by our AI expert, optimized for ChatGPT, Claude and Gemini in German. You get found where decisions happen.

    • Topic strategy + keyword architecture
    • AI drafts with editorial polish
    • AEO/SEO hygiene + schema markup
    • Monthly performance reviews
    Learn more
    02 · Sales

    Sales Machine

    → More qualified meetings

    AI captures inquiries, qualifies in dialogue, enriches with company data, routes into your CRM and triggers follow-ups. Your sales team only talks to people ready to buy.

    • Lead qualifier on your website
    • CRM sync (HubSpot, Pipedrive)
    • Personalized follow-up sequences
    • Weekly tuning by our AI expert
    Learn more
    03 · Service

    Service Machine

    → Customer service that scales

    RAG system on your help articles, FAQs and contracts. 70 to 80 percent of inquiries answered autonomously. The rest lands with full context on a human's desk.

    • Knowledge-base ingest from your sources
    • Chat widget for site + internal tools
    • Clean escalation with conversation history
    • EU LLMs (Mistral / Anthropic EU)
    Learn more
    What it actually looks like

    Three solutions, three concrete pictures.

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

    Blog Machine inside ChatGPT 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 Aktiv
    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 Antwortzeit: 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 01 / 03

      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 02 / 03

      Build & integration

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

    3. Day 11 bis 14 03 / 03

      Activation & operations

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

    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.

    Build your package

    Pick what you want, see the price live.

    Two machines knock 15 % off setup, three machines knock 25 %. No tariff math, no hidden consultancy days.

    Your package

    Pick one or more machines.

    Setup (one-time)

    0 €

    Monthly retainer

    0 € / mo.

    First year (setup + 12 months)

    0 €

    All prices excl. VAT. Monthly retainer cancellable each month-end. No minimum term.

    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

    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@collectivebrain.de

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