Measurable time savings
I automate tasks with clear input and output to reduce manual hours, especially when they repeat every week.
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Freelance service
AI training
Practical sessions for using AI in daily business work.
- Free initial assessment An initial conversation to clarify the most useful next step.
- Direct communication You speak with the person analysing and building the work.
- Clear ownership Code, accounts, access and handover are defined.
Problem and outcome
What changes with AI training
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.
More visible errors
A good automation does not fail silently: it leaves logs, statuses or alerts so you know what happened and what needs review.
AI where it makes sense
AI can classify, summarize or extract information, while human review stays in place when decisions require judgment.
Guide price
What determines the price of AI training
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 session
A practical session around tasks and tools the team already uses.
From
€180
+ VATWhat is included
- Preparation with business examples.
- Practical, participative session.
- Summary of working practices and limits.
Boundary: This does not include certification, ongoing support or a complete company policy.
Ask about the sessionPractical program
The most common optionSeveral sessions introducing AI through use cases, review criteria and working habits.
From
€450
+ VATWhat is included
- Use-case selection by team.
- Sessions with the team's own exercises.
- Privacy, review and quality guidance.
- Reference material and closing session.
Boundary: This does not include building integrations or replacing legal and security training.
Request a training proposalMonthly follow-up
Recurring space to review usage, questions and new cases.
From
€99 /month
+ VATWhat is included
- Prepared monthly session.
- Review of examples and difficulties.
- Updates to guidance and tools.
Boundary: This does not include on-demand support or automation development.
Ask about monthly follow-upService scope
What a AI training project includes
Final pricing depends on scope, integrations and project state. If it does not fit, I will say so before estimating.
Work included according to scope
- Scheduled jobs, webhooks and workflow triggers.
- Data cleanup, transformation and synchronization scripts.
- Notifications through email, Slack-like tools or custom channels.
- Simple monitoring and error reporting for critical automations.
Boundaries we put in writing
- This does not include certification, ongoing support or a complete company policy.
- This does not include building integrations or replacing legal and security training.
- This does not include on-demand support or automation development.
Process
How I deliver AI training
I do not automate for the sake of it: first I identify what is repeatable and where human control should remain.
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Map the manual workflow and define what should happen automatically.
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Identify the trigger, data source, output and failure cases.
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Build the automation with logging and safe fallback behavior.
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Test it with real examples before relying on it.
Related proof
Experience relevant to AI training
I write about backend work, tools, automation and practical decisions while building software.
Related article
Read technical notes
I write about backend work, tools, automation and practical decisions while building software.
Go to blogFAQ
Questions before hiring AI training
Can everything be automated?
No. I focus on the repeatable parts and keep human review where judgment is needed.
How do you avoid fragile automations?
I prefer APIs, explicit inputs and visible errors over hidden scripts that silently fail.
Contact
Does this fit your project?
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.