AI in daily work
Practical AI for documents, analysis and routine decisions. Designed to be checked, deployed where the work happens, and debugged until people trust it.
Design · Deploy · Debug · Zürich
Work that runs quietly.
I help organisations turn recurring, manual work into calm and reliable processes, using AI and automation where they genuinely add value.
01
Services
What I do
Process optimisation
Processes designed as clear building blocks: fewer handovers, clearer ownership, steps that make sense. Simpler first, faster second.
Automation
Repetitive work moved to dependable systems, tested against what you expect, so teams spend their time on judgement rather than copying.
02
Approach
Design, Deploy, Debug
One loop for business processes and for the systems behind them. Every engagement runs through it, and keeps running through it.
Design
Deploy
Debug
01
Design
Understand how the work really happens today, then break it into clear building blocks.
- Processes
- Map the process, remove what is not needed, agree who owns each step.
- Systems
- Shape the system around that process: data, tools, AI where it adds value.
02
Deploy
Bring it into daily work, one building block at a time.
- Processes
- Introduce the new way of working with the people who do it.
- Systems
- Release the system in small, tested steps, alongside what already runs.
03
Debug
Check the output against what you expect, and keep improving.
- Processes
- Look at where work still stalls, and adjust the process.
- Systems
- Add tests and sanity checks, fix what breaks, refine what works.
Design it. Deploy it. Debug it. Then start the loop again, with a human in control.
GroundingRA (CPA), MSc
Registered CPA (Registeraccountant, NL), licensed audit expert (RAB, Switzerland) and MSc in Data Science. NBA registerRAB register
Way of workingHands on
Close to the work, alongside the teams who use it every day.
ExperienceSeveral mandates
Ongoing engagements with different organisations, each with its own context.
Alwin Lijdsman · RA (CPA), MSc
About
I am Alwin Lijdsman, RA (CPA), licensed audit expert (RAB) and MSc in Data Science, based in Zürich. Throughout my career I have combined hands-on, boots-on-the-ground work in accounting and finance organisations with programming and data science. I have trained others to work with data and new tools, and I have learned to design, deploy, debug and, where needed, redo. Today I bring that mix to organisations of different sizes and sectors that want their everyday work to become simpler and more dependable.
RA (CPA) · NBA registerLicensed audit expert (RAB) · RAB registerLinkedIn
Data Handbook
Dealing with data for non-programmers
My visual handbook that helps non-programmers work with data, step by step, from Excel to code. The same building block thinking runs through this work.
Visit datahandbook.site