Contact
Start withthe question.
Tell us about the workflow, the research question or the boundary your system needs. A clear description of the problem is a better starting point than a long list of features.
Projects and consultancy
AI assessments, security reviews, scoped implementations and defined ongoing support.
Research and collaboration
Evaluation methods, open-weight models, agent authority and decision evidence.
Partners and prospective investors
Speak with the founder about the initial commercial focus, research priorities and product-validation milestones.
English and Polish enquiries are welcome. A short outline is enough to begin.
Email links open your chosen email application. Nothing is submitted through this website.
What helps us understand the work.
A short outline is enough to start. Include the context you can share safely.
- What the workflow does today and what needs to improve.
- Who uses it and who owns the consequential decisions.
- The kinds of data and systems involved, without sharing sensitive content.
- Any meaningful constraints, deadlines or existing evaluation.
Keep the first message simple.
Please do not send passwords, access tokens, personal records or confidential source material in an initial enquiry. If detailed access is needed, its purpose and handling can be agreed separately.
A research enquiry does not imply permission to publish data or client findings. We establish scope and rights before that work begins.