Applied AI · September 23, 2026
AI agents with oversight: tasks, permissions and evidence
How to connect what a dashboard displays to execution events, define permissions for specific actions and evaluate failures before expanding autonomy.
Author-written technical publications
Design decisions,
explained in context.
Notes on applied AI, data and business automation. I share design proposals, their limitations and references for further reading.
Latest article
How to read these publications
Clearly identified principles
Design proposals are presented as professional judgment. Claims drawn from third parties link to their sources.
Explicit scope
A conceptual example, a demonstration and a deployed system have different scopes. Each article identifies what it describes.
Available evidence
Public case studies link to demonstrations and documentation. Client metrics are not presented without evidence that can be published.
This section shares technical knowledge; it is not a catalog of peer-reviewed scientific publications.