The full record
Career
From enterprise RPA to agentic AI — the numbers, the chapters behind them, and the cases they come from.
Hours at the instrument
Three threads: automation that does the work, AI that supplies the judgment, and the business processes both serve. Where they blend is what the industry calls intelligent automation.
One curve of cumulative hours across three threads — automation development, applied AI development and business process development — autumn 2019 to today: about 13,600 hours so far, past the 10,000-hour mark in November 2024. 2026 so far: automation development about 500 hours, applied ai development about 500 hours, business process development about 400 hours. Year-by-year figures are available on the year controls, and each legend chip carries its thread's total.
~13,600 hours — and counting.
2026 so farAutomation development ~500Applied AI development ~500Business process development ~400
Rough estimates. The point is the order of magnitude, not the precision.
My numbers
Career Highlights
With two degrees in Innovation Management, I sometimes wondered why I felt such a drive to become an Automation Developer. With AI's rapid expansion, it suddenly made sense.
› observe --field enterprise
Status: building.
Savings identified: €10M+
Currently building with
› claude "automate invoice reconciliation workflow"
→ Currently using Claude and VS Code — from research to development, from project management to coding.
What I've built across industries
Selected Cases
Case 01 · Banking & Finance
Lead DeveloperEnterprise RPA & Expert Systems
- Automated 12+ processes and managed ~40 robots
- Built two expert systems for complex decision-making
- Established best practices, code libraries, and governance model
- Contributed to enterprise IT strategy
Case 02 · Healthcare
Tech LeadIntroductory automation project with high impact
- Tech lead and lead developer for a high-value UiPath automation
- Delivered significant projected cost savings
- Helped define best practices for how a healthcare provider should approach and implement automation
Case 03 · Accounting & Knowledge Work
Lead DeveloperAI-powered knowledge agent
- Built an AI agent for internal procedures and contact lookups
- Integrated OData queries against datasets with millions of records to efficiently retrieve relevant information
- Combined AI, structured data, and automation
Case 04 · Platform & Architecture
Developer & ArchitectAgentic AI Framework
- Designed framework and architecture for agentic AI
- Built automation patterns on the Microsoft platform
- Explored and prototyped with emerging agentic AI technologies to understand their capabilities and implications
The open channel
Let's connect
That's the record so far. If it overlaps with something you're building, or you just want to compare notes — say hi.
Transmitting “hi” in Morse