Measurable time savings
I automate tasks with clear input and output to reduce manual hours, especially when they repeat every week.
Back to services
Freelance service
AI for companies
Practical AI use cases applied to real business tasks.
- 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 for companies
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 for companies
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 session to identify a useful AI case and rule out ideas that will not pay back.
From
€180
+ VATWhat is included
- Review of the workflow and available examples.
- Assessment of risk, data and cost.
- Recommendation for a small test or a non-AI alternative.
Boundary: This is not a complete corporate strategy or a demo without representative data.
Ask about this use caseComplete project
The most common optionA first AI use case integrated into a real workflow and measured with your examples.
From
€650
+ VATWhat is included
- Preparation of samples and evaluation criteria.
- Prototype connected to the agreed workflow.
- Human review, limits and result logging.
- Launch and documentation.
Boundary: This cannot guarantee perfect accuracy or autonomous decisions without control.
Request a project assessmentMonthly support
Follow-up of quality, cost and changes around the AI use case.
From
€99 /month
+ VATWhat is included
- Review of samples and errors.
- Adjustments to instructions and limits.
- Usage and provider monitoring.
Boundary: This does not include 24/7 operation or complete new use cases within the fee.
Ask about monthly supportService scope
What a AI for companies 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 is not a complete corporate strategy or a demo without representative data.
- This cannot guarantee perfect accuracy or autonomous decisions without control.
- This does not include 24/7 operation or complete new use cases within the fee.
Process
How I deliver AI for companies
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
Experience relevant to AI for companies
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 for companies
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.