01Lab
just[bot]itai
Independent observation lab for ai [bot] agents. Machine agency observatory · operated by nappo.tech.
02Research
Supervisable by Design: An Applied Study of Agent Observability, Critical Data and Operational Resilience.
Research in progress — preprint planned for 2027, with an open testbed and machine-readable regulatory mapping.
03Contributors
Ivan Nappo — financial-regulation specialist and hands-on AI/ML engineer working across financial regulations, operational resilience and AI governance. Independent researcher focused on agentic transformation and digital operational resilience in financial services.