Data quality · Automation · AI advisory
Internal tools and automation that hold up against your real data.
I'm Andrew Ryan, a freelance data and automation consultant based in Belgium. I fix, build and automate the tools teams run on, and I check them against your own files before I hand them over.
For any team whose work runs on spreadsheets, exports and tools that don’t talk to each other, with or without developers of its own.
Sound familiar?
Where the work usually starts.
A spreadsheet only one person really understands.
A report rebuilt by hand every month, or for every board meeting.
Tools that don’t talk, so the same data gets typed in twice.
Numbers nobody quite trusts, so meetings start by arguing about them.
Staff using ChatGPT on personal accounts, and nobody has said what’s allowed.
Any one of these is enough for a first call.
Book 20 minutesWhat I do
What I can help with.
Numbers you can close the month on
Audits against your own files, controls, and fixes to the tool itself.
Data qualityStop re-keying the same data
n8n and Python workflows between the tools you already use.
AutomationWhere AI fits, and where it doesn’t
Readiness assessments and a usage policy staff can follow.
Advisory
See it before you buy it
Seven live demos. Drop in your own spreadsheet; it never leaves your browser.
DashboardsHow I work
Not done until it’s checked against your data.
- Map the processHow the work really flows, before any code.
- Build the smallest useful thingOne problem solved end to end, in use early.
- Check it against real dataYour own files are the reference, not the app.
- Hand it over, documentedYour code, your credentials, a written runbook.
Who you’d be working with
One person, one point of contact.
Five years across analytics, operations automation and software delivery, most recently as an external consultant with Relief Applications, for international and humanitarian organisations.
Python, SQL/PostgreSQL and n8n, in English or French. You deal with me from the first call to the handover, and the contract is with me directly.
Your data
Your data stays where it is.
Your credentials
It runs in your environment, on access you can revoke.
Your code
The full source, in a repository you hold.
Paperwork first
Your DPA signed before any personal data reaches me. Indemnity insured.
If I’m unavailable
You keep the code, the credentials and the runbook.
Security & deploymentTell me what you’re dealing with.
A 20-minute call about one problem, free, with no obligation to take it further.
Or send me one file: the report nobody trusts, or the export behind it. I’ll tell you what I’d check first. Free, and no call needed.