Blog.

Perspectives from building Sibel, deploying AI in finance, and thinking seriously about how modern analytical software should work inside institutions.

AI in finance

Notes on where agentic AI is becoming infrastructure for institutional finance, and where generic tools still fall short.

Product design

Writing on workflow control, ontology, approvals, and how serious analytical software should behave in regulated environments.

Security and sovereignty

Perspectives on regional inference, zero-training handling, and what sovereign AI should mean in practice.

Posts will appear here.

This page is set up for future writing. For now, it serves as the dedicated home for product, market, and infrastructure thinking as Sibel publishes it.