Measurable time savings
I automate tasks with clear input and output to reduce manual hours, especially when they repeat every week.
Freelance service
Email, forms, message classification, data extraction and reporting.
Problem and outcome
The scope is built around a real problem and a verifiable outcome, not a generic list of tasks.
Problems it solves
People are spending time on repeatable tasks that software can handle more reliably, but the workflow is too specific for a generic tool.Workflow automation is for making a repeatable task happen consistently: reading data, classifying it, moving it between systems, sending alerts, generating documents or triggering an action.
It can be built with APIs, webhooks, scheduled jobs, maintainable scripts or applied AI when it adds real value. The priority is for the flow to be clear, traceable and easy to correct when something fails.
I automate tasks with clear input and output to reduce manual hours, especially when they repeat every week.
A good automation does not fail silently: it leaves logs, statuses or alerts so you know what happened and what needs review.
AI can classify, summarize or extract information, while human review stays in place when decisions require judgment.
Guide price
Three ways to start depending on the size of the need. Prices are indicative and final scope is agreed after the initial assessment.
One-off intervention
A test with real samples to decide whether the automation should proceed.
€180
+ VATWhat is included
Boundary: This does not automate irreversible decisions or work without real samples.
Ask about this interventionComplete project
The most common optionAn AI workflow with clear rules, human review and usage limits.
€650
+ VATWhat is included
Boundary: This cannot guarantee perfect accuracy or remove review when risk requires it.
Request a project assessmentMonthly support
Workflow follow-up when samples, rules or providers change.
€99 /month
+ VATWhat is included
Boundary: This does not include new processes or 24/7 availability.
Ask about monthly supportService scope
Final pricing depends on scope, integrations and project state. If it does not fit, I will say so before estimating.
Process
I do not automate for the sake of it: first I identify what is repeatable and where human control should remain.
Map the manual workflow and define what should happen automatically.
Identify the trigger, data source, output and failure cases.
Build the automation with logging and safe fallback behavior.
Test it with real examples before relying on it.
Related proof
I write about backend work, tools, automation and practical decisions while building software.
Related article
I write about backend work, tools, automation and practical decisions while building software.
Go to blogFAQ
No. I focus on the repeatable parts and keep human review where judgment is needed.
I prefer APIs, explicit inputs and visible errors over hidden scripts that silently fail.
Contact
Tell me what you want to build, what you have now and what outcome you need. If it fits, I’ll suggest a clear next step.