Bring AI into how your business runs.

AI transformation for the German Mittelstand — starting with your internal operations.

Most AI advice is generic hype, or built for enterprises with dedicated AI teams. Mittelstand companies don't have that luxury — and don't need it. What they need is a clear, honest read on where AI can actually save time and money in day-to-day operations, and a straight path to get there.

The AI Operations Audit

A focused, paid engagement to map your internal workflows, identify where AI can realistically remove manual work, and leave you with a concrete, prioritized roadmap — not a slide deck full of buzzwords.

• A structured review of your core operational workflows
• A written assessment of where AI fits — and where it doesn't
• A prioritized roadmap you can act on, with or without me

Get in touch for scope and pricing.

How it works

1. Intro call30 minutes to understand your business and operations.
2. Operations reviewWorking sessions to map current workflows and pain points.
3. Roadmap deliveryA written report and walkthrough of prioritized opportunities.

About

I've spent over a decade in operating leadership at digital consumer companies in Munich — running operations, growth, and commercial teams through a full startup-to-exit journey. I'm now applying that same operator's eye to AI: cutting through the hype to find what actually moves the needle in how a business runs.