Workflow automation
Turn repetitive intake, routing, and review into a clear, auditable flow.
AI systems for teams where the work has consequences
Make the work lighter. Keep the judgement yours.
I design and run AI workflow automation for legal, accounting, and other knowledge-intensive teams — from the first bottleneck to a dependable production system.
Book a working session →Human approval by design · EU-conscious delivery · Built for production
A clear path from bottleneck to dependable system
01 — 03
What I build
Practical automation, shaped around the way your team already works.
The goal is not to add another tool. It is to remove a recurring bottleneck without giving away control.
AI-assisted operations
Use models where they help — drafting, classifying, and finding the next action — with people at the decision points.
Production systems
Ship the infrastructure, observability, and handoffs that make an AI workflow dependable.
Specialist services
Three areas I go deep on.
Each one is a standing offer with its own page, not a bullet on a capability deck.
01
AI enablement & compliance
AI literacy training and EU AI Act readiness for teams that have to answer for the tools they use.
Explore enablement →02AI visibility & content
Track how AI assistants cite you, and run the content pipeline that keeps you in the answer.
Explore visibility →03AI integration & reliability
MCP servers, evaluation harnesses, and the document and ERP plumbing underneath.
Explore integration →Products
Two focused products. One operating principle.
Useful automation should be easy to understand, easy to evaluate, and safe to own.
Engagements
Fixed fees, not hourly.
Every engagement starts with a 20-minute fit call. API and platform usage is billed at cost.
Automation teardown€500–900
AI Automation Auditfrom €2,500
Done-for-you Workflow Buildfrom €4,000
Care & Expansion Retainerfrom €800/month
How we work
A small first step, then a system you can own.
- 01
Map the bottleneck
Find the expensive, repeatable part of the work and define what good looks like.
- 02
Build the smallest useful flow
Prove the workflow with your rules, your data boundaries, and your team in the loop.
- 03
Operate and improve
Measure what happens in production, then expand only where the evidence says to.
Built and running
Systems in production, shown with real numbers.
I build done-for-you AI automation for teams drowning in manual work — and I publish the numbers, including the parts that failed.
Flight Deck
Inbox and intake automation: a 10,000-email morning turned into a manageable stream.
Content Engine
A daily publishing pipeline: draft, human review, publish, distribute.
Walk-Forward Crypto System
A public paper-trading experiment with every number traceable and seven failed ideas documented.
Agentic Market-Data Pipeline
LLM extraction through to auto-published market commentary.
Built for careful work
Trust is built into the workflow.
The right automation makes the next action clearer, while keeping responsibility visible.
Human control
Automation handles the first pass. Your team keeps the decisions that matter.
Clear boundaries
Data access, sending permissions, and escalation points are part of the design.
Measured in production
The system earns trust through observable, reviewable behavior — not a pitch deck.
Bring one recurring bottleneck.
We will map what is worth automating, what should stay human, and what a sensible first step looks like.
Book a working session →