// AI Consulting Protocol
AI Consulting.
No Slides. Systems.
Most AI consulting projects end with a PDF. Ours end with a working prototype. From AI readiness to a production-ready system: we don't just advise, we build.
As an AI consultancy based in Munich, we support companies across Germany, Austria and Switzerland with the strategic adoption of artificial intelligence. Whether Mittelstand or enterprise: we identify the use cases with the highest ROI, build GDPR-compliant prototypes and enable your team to develop AI further on its own. No dependencies, no vendor lock-in.
// Reality Check
Why professional
AI consulting matters.
of AI projects fail before going into production, usually due to a lack of strategy, not technology.
of German companies have no AI strategy, even though they consider AI business-critical.
higher success rate for AI projects with external consulting and a structured framework.
The problem is rarely the technology. It's the gap between the business problem and the technical solution. Good AI consulting closes that gap and delivers not just recommendations, but working systems. That's why at AI Pirates we combine strategic consulting with AI Automation and hands-on implementation.
The AI landscape changes fundamentally every few months: new models, new regulation, new possibilities. AI consulting that only works with knowledge from six months ago is already outdated. Our advantage: we build with AI every day ourselves, for our clients and for our own products. This practical know-how flows directly into every engagement.
Whether AI strategy for the leadership team, AI agents for operational teams or AI workshops for the whole company: our AI consulting adapts to your maturity level and grows with you.
// Our Approach
From analysis
to a production-ready system.
Understand
We analyze your setup without a preconceived solution. Processes, data landscape, tech stack, team skills. What works, what doesn't, and where the biggest AI potential lies.
Assess
AI readiness assessment: data maturity, infrastructure, governance, team capability. You get a score and a clear picture of where you stand, and what's missing. The foundation for your AI strategy.
Design
A concrete solution architecture: tech stack, build vs. buy, integration plan, GDPR concept. No generic recommendations, but a blueprint that can actually be built.
Build
We build the prototype with real data, real APIs, real results. AI agents, workflows, dashboards. Production-ready, not just demo-ready.
Scale
Rollout, monitoring, optimization. We hand over a system that runs, and show your team how to develop it further independently. Optional support retainer, no lock-in.
// Deliverables
What we
actually deliver.
AI Readiness Assessment
Data maturity, tech infrastructure, team skills, governance: a clear picture of your AI readiness with a concrete score and actionable recommendations.
Use-Case Prioritization
An impact/effort matrix of your AI opportunities. Which processes to automate, what delivers the fastest ROI, where are the strategic bets?
AI Architecture Design
Tech stack selection, build vs. buy, integration planning. A blueprint for AI automation that can be implemented right away.
Prototype & MVP
No concept paper, but a working prototype with real data. Validate your use case before you scale.
Team Enablement
Your team learns to work with AI. Through AI workshops, pair-working and documentation, not through training videos.
Governance & Compliance
GDPR, EU AI Act, data sovereignty. We build compliance into the architecture, not as an afterthought, but by design.
// Audiences
Who is
our AI consulting for?
SMEs & Mittelstand
You know AI is becoming important, but not where to start. We identify the quick wins in your processes and build the first AI workflow in weeks, not months. Budget-friendly, open source, on your own servers.
Discover AI Automation →Enterprise & Corporate
You already have AI pilots, but they don't scale. We bring structure: a governance framework, operating model, enterprise rollout. From isolated experiments to a company-wide AI strategy.
Discover Agentic Marketing →Startups & Scale-ups
You're building an AI-native product or want to integrate AI into your existing product. We bring architecture expertise and help with AI agents, LLM integration and scalable pipelines.
Discover AI Agents →// Straight Talk
Why most
AI projects fail.
Your company has probably already experimented with AI. Maybe ChatGPT in marketing, maybe a Copilot license package for everyone. The result: a few people use it, the rest ignore it, no one measures the impact. Traditional AI consulting would now sell you an "AI strategy": 80 slides, three months, six figures.
We do it differently. Not because we're against strategy, but because a strategy without a working system is just an expensive document. At AI Pirates, every engagement starts with one concrete question: Which process eats up the most time for you, and how can we cut it in half within two weeks?
Starting from that quick win, we build the architecture. Not the other way around. This produces an AI strategy grounded in real results, not assumptions from a workshop room.
The typical mistake: companies start with the technology instead of the problem. They buy an LLM subscription, hire an IT consultancy for the integration and wonder six months later why no one uses it. Professional AI consulting starts with people and processes, the technology follows from there.
What we do differently: in the first week we identify, together with your team, the three to five processes with the greatest automation potential. In the second week you have a working prototype for the most promising use case. Only then do we talk about strategy, because by then you know what AI concretely means for you, not in the abstract.
What AI consulting changes in practice
Three scenarios from real projects, anonymized, but the numbers are real.
Quote creation: 4 hours → 12 minutes
A mid-sized online retailer created complex quote calculations manually, with data from three systems that were never in sync. We built an AI agent that consolidates the data sources, calculates prices and formats the quote. The sales team now only reviews instead of typing.
6 weeks · n8n + GPT-4o + ERP API
Content output tripled, without new hires
An editorial team produced 12 articles per week. With AI-assisted research, automated image selection and a review workflow via AI Automation, it's now 35, at the same quality standard. The editors write better because the research effort disappears.
10 weeks · Claude API + n8n + CMS integration
AI as a new business model
A marketing agency was losing pitches to competitors who delivered faster with AI. We automated internal workflows for brief analysis, concept generation and social media planning. The team now uses the time gained for strategy and turned it into its own AI consulting offering for their clients.
8 weeks · Agentic Marketing stack
Our tech stack: open, not proprietary
We don't tie you to our tools. Everything we build belongs to you, including code, documentation and know-how. No vendor lock-in, no monthly license fees to us.
Important: we never recommend a tool because we get a commission for it. We recommend what works best for your use case. If that's a spreadsheet instead of an LLM, we'll tell you. Honest AI consulting also means saying no when AI is the wrong solution.
// Comparison
Traditional AI Consulting
vs. AI Pirates.
// Industries
AI Consulting
for your industry.
Every industry has different data structures, compliance requirements and processes. Our AI consulting takes that into account from day one, instead of forcing generic solutions onto you.
Scale content production
AI-assisted editorial workflows, automated image and video production, trailer analysis, audience intelligence. For publishers, studios and production companies that want to multiply their output without bloating the editorial team.
Cases: LEONINE Studios, Constantin Entertainment, CineCockpit
Automate product data & conversion
Automated product descriptions, AI product photography, dynamic pricing, quote calculation via AI agents. From single shop to multi-marketplace setup, with measurable ROI from month one.
Cases: Titan, Fuxtec, Oettinger
Compliance-conform AI automation
Risk analysis, document processing, AI-assisted underwriting, automated reporting. BaFin- and GDPR-compliant, with self-hosted LLMs and auditable decision paths.
Cases: auxmoney (-42% CPA through AI video)
AI as a competitive edge
Internal AI workflows for brief analysis, concept generation and reporting. Your team delivers faster at higher quality and offers AI consulting as its own product.
Process automation with AI
From quote calculation to quality management: AI automation for repetitive processes that used to consume person-days. ERP integration, predictive maintenance, intelligent document processing.
Build AI natively into the product
LLM integration into existing SaaS products, RAG pipelines, multi-agent architectures. We help startups anchor AI not as a feature but as a core competency: scalable, cost-efficient, production-ready.
// Location
AI Consulting
across Germany.
AI Pirates is based in Munich, at the heart of the German AI ecosystem. Between TU Munich, the Fraunhofer institutes and one of Europe's strongest startup hubs. This environment shapes our work: research-driven, but practical. Yet we consult across all of Germany.
Our AI consulting is aimed at companies across Germany, Austria and Switzerland. Discovery workshops start remotely, for the build phase we also come to you when it makes sense. Most of our projects run hybrid: kick-off on site, sprints remote.
Whether AI consulting for a Munich media company or an automation strategy for a Mittelstand firm in the Ruhr region, the location doesn't limit us, but it anchors us: in a network of AI research, enterprise clients and the pragmatic maker culture of Southern Germany.
// AI Consultant & AI Consulting
Your AI consultant
for real AI consulting.
AI consulting at AI Pirates doesn't mean a slide deck and an hourly rate. As your AI consultant, we analyze processes, prioritize use cases by ROI and design the right architecture and then implement it ourselves. The same AI consultant who advises also builds the system.
That's how our AI consulting differs from traditional consultancies: no handoff to junior teams, no vendor lock-in, no six-figure budget before anything runs. From the AI readiness assessment through AI strategy to production-ready implementation: your AI consultant stays the same.
// FAQ
Frequently asked questions
about AI consulting.
How much does AI consulting cost?
A discovery workshop starts from €2,500. Comprehensive strategy projects with a prototype range between €8,000 and €25,000, depending on complexity and scope. We work project-based with transparent costs, not with endless retainer contracts.
How long does an AI project take?
An AI readiness assessment takes 1-2 weeks. A full strategy project with a prototype takes 4-8 weeks. First results are often visible within 2 weeks, because we build in parallel with the strategy instead of working sequentially.
Do I need technical knowledge?
No. Our AI consulting is structured so that decision-makers without a technical background can make well-founded decisions. We translate between business requirements and technical reality, that's our job.
Can AI be used in a GDPR-compliant way?
Yes, if you do it right. We rely on EU hosting, open source models and GDPR by design. Self-hosted LLMs on German servers, data processing agreements and data minimization. You'll find details on our approach on our AI Automation page.
What sets AI Pirates apart from traditional consultancies?
Traditional consultancies deliver slides. We deliver systems. With us, the same people who pitch also build: 7 specialists, no handoff to junior teams. No vendor lock-in, open source first. Take a look at our portfolio.
From what company size is AI worthwhile?
From around 10 employees there are usually processes that can be sensibly automated with AI. The ROI does not depend on company size, but on the repeatability of the tasks. Check your AI visibility with our LLM Visibility Check.
What is the difference between AI consulting and AI implementation?
AI consulting covers the strategic phase: Where is AI worthwhile in your company? Which use cases have the highest ROI? What is the right architecture? AI implementation is the next step, the actual build of the system. At AI Pirates we do both from one team, because strategy without implementation is worthless.
Which AI models do you use in consulting?
We are model-agnostic and recommend whatever works best for the use case. For companies with strict data protection requirements we rely on self-hosted open-source models (Llama, Mistral) via Ollama or vLLM on EU servers. For maximum performance we use enterprise APIs from Claude (Anthropic) or GPT-4o (OpenAI), always with a data processing agreement and EU datacenter routing. The choice of model is part of our AI consulting and is worked out together during the AI readiness assessment.
Can I book AI consulting remotely?
Yes. Our AI consulting works fully remote, from Munich for companies across Germany, Austria and Switzerland. Discovery workshops start via video call, the build phase runs asynchronously with weekly syncs. For kick-offs or intensive workshop days we also come on site. Most of our successful projects run hybrid.
Do you offer on-site AI consulting in Munich?
Yes. As an AI agency based in Munich we are happy to advise local companies in person on site, from Munich's Mittelstand to startups. AI consulting in Munich means short distances, personal workshops and fast decisions. We support clients in other regions fully remotely.
// Related AI services
// Start Building
Ready for AI?
So are we.
30 minutes, free of charge. We analyze your setup and identify the top 3 AI opportunities for your company. No pitch, no bullshit, just substance.
In the intro call we clarify: Where do you stand with AI? Which processes have the greatest automation potential? What would be the ideal first step? Afterwards you have a clear roadmap, regardless of whether you work with us or someone else. Real AI consulting starts with an honest assessment, not a sales pitch.
Book an Intro Call