Workflow automation
Find why an automation stalls or needs constant checking, decide what belongs in rules versus AI, and design retries, review queues and ownership.
AI and automation consulting ยท Netherlands
Get an experienced engineering view on the part that has you stuck
Bring a fragile AI feature, unfinished automation, difficult prompt or technical decision. In a focused 60 to 90 minute session, Korpalis helps you understand the real problem, choose a practical next move and record it in writing.
Problems we work through
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From unclear AI behaviour to production engineering choices
A consultation is most valuable when there is a concrete decision or failure to examine. We work from the evidence you have, separate assumptions from facts and leave the implementation path understandable.
AI product reliability
Review an agent or AI feature before production: tool permissions, data flow, output validation, cost controls, logging and behaviour when dependencies fail.
Prompting and evaluation
Turn a prompt that works occasionally into a clear task with representative examples, boundaries and a way to test whether changes actually improve it.
Security triage
Understand the next technical steps after a leaked key, overly broad agent permissions, exposed environment file or uncertain AI-generated code change.
Architecture and tool choice
Compare models, integration patterns and vendors against the job, expected volume, privacy constraints, maintenance burden and exit path.
Technical second opinion
Pressure-test a proposal, vendor claim or launch plan before a team commits more time, data or production access to it.
Who it helps
Useful when the stakes have outgrown trial and error
- Business owners with a workflow that only half works
- Founders whose prototype now has real users or sensitive data
- Creators and virtual assistants standardising client delivery
- Engineers who want a second opinion before launch
- Product teams introducing their first agentic feature
- Dutch organisations evaluating AI vendors and data flows
What it is not
A sales demo or a promise that every problem needs AI
Sometimes the right answer is a smaller prompt change. Sometimes it is ordinary software, a manual control or a process decision. If implementation is needed, we explain the smallest sensible scope and the assumptions that could change it.
The session is technical and practical. It is not legal advice, a formal penetration test or a guarantee that an uninspected system is secure.
How it works
Prepare, work the problem, leave with a plan
01 Send the current state
Describe the outcome, the tools involved and what has already been tried. Share only material you are allowed to share; sanitised examples are often enough to begin.
02 Work through the evidence
During the call we inspect the assumptions, reproduce what can be reproduced and compare options against reliability, security, cost and maintenance.
03 Receive written next steps
Afterward you receive the priorities, recommended path, important risks and unresolved questions in writing so the work can continue with or without us.
Questions
Consulting FAQ
What should I bring to an AI consulting session?
Bring the current problem, the outcome you need and any safe-to-share examples, architecture notes or error messages. We ask for sensitive material only when it is genuinely needed.
What do I receive after the session?
You receive written next steps that capture the recommendation, priorities, risks and open questions discussed during the call.
Can a session turn into an implementation?
Yes, when the problem is a fit. A build is scoped and quoted separately, so the consultation remains useful even if someone else implements the recommendation.
Request a session
Tell us the decision or failure you need to understand
We respond within two working days with suitable times or the missing questions. If the problem is not a fit, we will say that before you book.