More consistent data
The integration reduces duplicates, mismatches and errors when moving information across CRMs, forms, payments, internal tools or products.
- 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 agents
The scope is built around a real problem and a verifiable outcome, not a generic list of tasks.
Problems it solves
Your tools hold useful data, but they do not talk to each other in the way your workflow needs.An API integration connects tools so data can move between systems without manual copying, exporting or reconciliation.
It may involve consuming a third-party API, creating your own endpoints, receiving webhooks, transforming data, syncing states or exposing a small interface to supervise the flow.
Less manual dependency
Important changes can travel through an API or webhook instead of waiting for an export or manual review.
Failure behavior included
I define validation, retries, visible errors and limits so the integration remains operable when something external changes.
Guide price
What determines the price of AI agents
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 review of which actions an agent may perform and which should stay controlled.
From
€250
+ VATWhat is included
- Map of tools and permissions.
- Risk and approval-point assessment.
- Prototype of one reversible action.
Boundary: This does not include autonomous access to sensitive actions or a general-purpose agent.
Ask about this interventionComplete project
The most common optionAn agent limited to one workflow with permissions, traceability and human control.
From
€900
+ VATWhat is included
- Tools and action contracts.
- Permissions, limits and approvals.
- Logging, evaluation and error recovery.
- Controlled deployment and documentation.
Boundary: This does not include open autonomy or irreversible actions without approval.
Request an agent assessmentMonthly support
Review of agent actions, errors, cost and change.
From
€149 /month
+ VATWhat is included
- Sampling of runs and failures.
- Permission and instruction adjustments.
- Usage and tool monitoring.
Boundary: This does not include complete new workflows or 24/7 monitoring.
Ask about monthly supportService scope
What a AI agents 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
- REST API clients, server endpoints and webhook receivers.
- Data mapping between third-party tools and internal models.
- Retry, validation and error handling for important flows.
- Documentation for environment variables and operational behavior.
Boundaries we put in writing
- This does not include autonomous access to sensitive actions or a general-purpose agent.
- This does not include open autonomy or irreversible actions without approval.
- This does not include complete new workflows or 24/7 monitoring.
Process
How I deliver AI agents
I work on integrations from the data contract and failure cases, not only from the happy-path API call.
-
Review the API docs, authentication and limits before committing to the flow.
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Define the data contract and failure behavior.
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Build the integration in a way that is testable and observable.
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Validate real requests and document how to maintain it.
Related proof
Experience relevant to AI agents
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 agents
Can you work with messy API documentation?
Usually, yes. I start by validating the real requests and constraints before building too much around assumptions.
Do you only build backend integrations?
No. I can build the backend integration and the frontend screens needed to use or monitor it.
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.