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Applied AI: prompt engineering, research pipelines, and workflow automation — built and taught by Chris Müller.

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Applied AI · Prompt Engineering · Automation

Everyone Has AI.
Few Put It to Work.

I'm Chris Müller. I build prompts, research pipelines, and automated workflows that turn AI from a toy into a colleague — and I teach your team to do the same.

Book an Intro Call30 minutes — bring a real problem from your work
fineprompting.com
📊Workspace
🔍Prompt Lab
📁Research
🎬Knowledge Base
✅Automations
|Run
1,247Research
89Knowledge Base
3Languages
The Problem

The Gap Between AI Hype and Monday Morning

Your team already has access to the best AI models ever built. Yet reports still get summarized by hand, research still takes weeks, and the same questions get answered over and over. The tools aren't the bottleneck — the missing craft is.

🔍0of corporate AI pilots deliver no measurable return (MIT, 2025)
📉0of companies struggle to scale AI value beyond pilot projects (BCG, 2024)
💰0of organizations using gen AI have actually redesigned a workflow around it (McKinsey, 2025)
My Approach

From Prompt to Pipeline

Fine prompting is a craft: precise instructions, grounded knowledge, automated execution. Three layers — each one builds on the last, and your team learns all of them.

01
📤

Master the Prompt

Precise, testable instructions and the right model for each job. The foundation everything else stands on — and the fastest skill to learn.

02
🧠

Ground It in Your Knowledge

Deep-research pipelines and RAG systems connect AI to your documents — so answers come from your data, not from guesswork.

03
💬

Automate the Workflow

With tools like n8n, the pipeline runs on its own: research in, structured knowledge out, no copy-paste in between.

Services

What I Actually Do

The Foundation

Prompt Engineering & Model Selection

The difference between a mediocre and an excellent AI result is rarely the model — it's the instruction. I engineer prompts as reusable, testable building blocks and match the right model to each task.

  • 🎥Prompts engineered as reusable, testable building blocks
  • 📊Model selection matched to task, budget, and data sensitivity
  • 🔬Output formats your existing tools can consume directly
research_pipeline.flow
Live Workflow
🧩 Promptv4 · structured output
📚 Sources142 screened · 38 kept
🗂️ RAGGrounded: own documents
🔁 n8nRuns nightly, hands-free

Workshops & Training

Hands-on sessions for teams of any background — no prior AI experience required. Everyone leaves with working prompts and pipelines they built themselves, on their own real use cases.

Deep Research Pipelines

AI-assisted research done properly: gather, verify, and structure sources in hours instead of weeks — with a paper trail you can actually check.

Workflow Automation

n8n-based automations that connect AI to your daily tools — from meeting notes to task boards — so the pipeline runs without manual glue work.

RAG & Document Intelligence

Searchable knowledge bases built on your own documents. Answers are grounded in your material, your data stays yours, and EU-hosted setups are available.

Tooling & Integration

Everything connects to what you already use — Google Workspace, Microsoft 365, Slack, and custom APIs. No rip-and-replace, no workflow disruption.

Teaching

Built for People
Whose Job Isn't Software

My specialty is teaching AI to people whose day job is something else entirely — scientists, operators, managers, sales teams. No prior experience assumed, no jargon tolerated. Every session ends with working prompts and pipelines the participants built themselves, on their own real problems.

"
I don't sell AI magic. I build the reliable plumbing that makes it useful — prompts you can test, pipelines you can trust, and automations that run while you sleep.
Chris Müller
Chris MüllerFounder, Fine Prompting
"
Chris makes AI practical. No jargon, no hype — he takes people with zero AI background and has them building working prompts and pipelines the same day.
Dr. Lutfiya Miller
Dr. Lutfiya MillerData Scientist & Toxicologist
"
I don't sell AI magic. I build the reliable plumbing that makes it useful — prompts you can test, pipelines you can trust, and automations that run while you sleep.
Chris Müller
Chris MüllerFounder, Fine Prompting
"
Chris makes AI practical. No jargon, no hype — he takes people with zero AI background and has them building working prompts and pipelines the same day.
Dr. Lutfiya Miller
Dr. Lutfiya MillerData Scientist & Toxicologist
"
I don't sell AI magic. I build the reliable plumbing that makes it useful — prompts you can test, pipelines you can trust, and automations that run while you sleep.
Chris Müller
Chris MüllerFounder, Fine Prompting
"
Chris makes AI practical. No jargon, no hype — he takes people with zero AI background and has them building working prompts and pipelines the same day.
Dr. Lutfiya Miller
Dr. Lutfiya MillerData Scientist & Toxicologist
📅0Slides in my workshops — laptops open, hands on from minute one
✅30Minutes for the intro call — bring one real problem, leave with a plan
⏱️3Languages I work in — English, German, and French
Work With Me

Two Ways to Start

Team Workshop

Half-dayor full-day

Hands-on AI training for your team — no prior experience required. Everyone leaves with prompts and workflows they built themselves.

  • Prompt engineering fundamentals
  • Live practice on your real use cases
  • Deep research & RAG walkthrough
  • Workflow automation starter (n8n)
  • Templates & follow-up materials
Request a Workshop

Custom AI Systems

By project

A working pipeline built for your team — your documents, your tools, your workflows.

  • Prompt libraries engineered for your tasks
  • RAG system on your own documents
  • n8n automations wired into your tools
  • Documentation & team handover
  • Ongoing support if you want it
  • EU-based, privacy-first setup
Book an Intro Call
FAQ

Questions & Answers

No. My workshops are designed for complete beginners and experienced users in the same room — everyone works on their own real use cases, at their own level. The best sessions are usually the ones where nobody had touched AI before.

I'm deliberately tool-agnostic. Depending on your task, budget, and data sensitivity, that can mean Claude, ChatGPT, Gemini, or open-source models — plus n8n for automation and purpose-built RAG stacks for document intelligence. You get the right tool for the job, not the one I have a reseller deal with.

Your data stays yours. RAG systems can be set up so your documents never leave your infrastructure, EU hosting is available, and nothing you share is used to train models. As a German-based consultant, GDPR compliance isn't a feature — it's the default.

We start with a 30-minute intro call where you bring one real problem. From there it's usually either a team workshop (half or full day) or a build project: I prototype the pipeline within days, we refine it against real work, and I hand it over with documentation your team actually understands.

That's my specialty. Most of the people I train aren't developers — they're scientists, operations teams, sales, HR. The workshops are built around their real daily work, not around technology. If someone can describe their task precisely, they can learn to prompt for it.

You work with the person who actually builds it. No pitch deck, no junior consultants, no 40-page strategy PDF — a working prototype in days, and a team that can maintain and extend it after I'm gone. That last part matters most: I build things you own, not things you rent.

Ready to Put AI to Work?

Bring one real problem from your week. In 30 minutes we'll sketch how a prompt, a pipeline, or an automation solves it.

Book an Intro Call
30 minutes · No slides · Bring a real problem