Find the right opportunities
Explore your workflows, assess feasibility, and decide where AI is worth using—and where it isn't.
You leave with a prioritized use-case map and a practical roadmap.
Explore the opportunitiesIndependent AI transformation consultant & builder
From AI curiosity
to working systems.
I help teams find worthwhile AI opportunities, build working solutions, and bring people along—from the first use case to everyday work.
Strategy. Implementation. Team enablement.
The person behind the work
A builder.
On your side.
Enterprise experience.Independent delivery.
I'm Fabian.
Consultant, developer, and your direct collaborator.
My background spans enterprise systems at SAP and Siemens, customer-facing products at Enpal, and business processes at HARTING.
You work directly with me—from understanding the problem to building the solution and handing it over. I connect the technical decisions with the people doing the work.
Best fit: product and operations teams with a concrete workflow to improve.
Four ways to move forward
Start where
your team is.
A clear first step.Something to build on.
Prove one valuable workflow
Build a focused pilot with real context and clear success criteria before committing to a wider rollout.
You leave with a working pilot and evidence for the next decision.
Plan a pilotMake it part of the business
Connect the workflow to your tools and data, with appropriate access, human review, and reliable operation.
You leave with an integrated workflow with evaluation and clear ownership.
Discuss integrationBring the team along
Help people use the system confidently through practical workshops, documentation, and hands-on handover.
You leave with a team equipped to use, maintain, and improve the workflow.
Talk about your teamSelected professional experience
Real systems.
Real contributions.
Technology in context.People in the picture.
012024–2025
Backend development & GenAI workshops
SAP
Enterprise systems + team enablement
Product Compliance and Environment, Health & Safety: complex enterprise workflows with real operational constraints.
- My contribution
- Built backend paths, explored GenAI use cases, and led workshops within the team.
022023
Full-stack development
Enpal
A clearer customer journey
A solar customer portal: helping customers navigate a complex product and service journey.
- My contribution
- Enhanced the customer portal through full-stack development, making information easier to understand and act on.
032019–2023
Mobile apps & dashboards
Siemens
Operational data, made usable
Developed mobile applications and operational dashboards that brought live data into the team's day-to-day decisions.
042015–2023
Data, web & ERP
HARTING
Software inside business processes
Integrated data-science tools, web applications, and SAP ERP into business processes across the web shop and operations.
Small, falsifiable studies into systems with explicit constraints and correction paths. Research, not a claim of general AI safety.
A bounded investigation into selective learning updates and what it takes to measure them honestly.
A compact game about noticing patterns, testing hypotheses, and learning to ask one better question.
A visual instrument for rehearsable, responsive worlds—an intersection of engineering and creative practice.
03Local
Simulation · replay
Tenzo Lab
Incentives + fragile signals
A paper-only simulator for exploring incentives, lag, and fragile signals. No live trading or real-money results.
Selected professional roles. Company names describe experience, not freelance client endorsements.
How we'll work together
Start small.
Make it stick.
Learn before scaling.Build with the team.
01
Understand the work
Start with the people, the workflow, and what's getting in the way. Agree on what a better outcome means.
02
Test the smallest useful change
Choose one use case. Check the data and risks, build a pilot, and compare it with the current way of working.
03
Build for everyday use
Connect tools and models where they earn their place. Add evaluation, clear permissions, and human review.
04
Leave the team in control
Train the people using it. Document decisions, hand over ownership, and agree on how to measure and improve it.
Your next step
Let's find
your starting point.
Which workflow is slow, repetitive, or difficult? Tell me what you'd like to improve. You don't need a finished AI brief to start a conversation.
A direct conversation with me. A practical next step for your team.