This research direction examines how bounded, specialized agents can collaborate while maintaining traceability, review checkpoints, and clear limits on consequential actions.

01 / RESEARCH THEME

Specialized roles

Separate discovery, classification, evidence, and reporting concerns into inspectable tasks.

02 / RESEARCH THEME

Shared context

Study structured handoffs that preserve provenance without exposing sensitive client data.

03 / RESEARCH THEME

Supervised action

Keep legal and platform-facing decisions under appropriate human review.

This page describes an active research direction. It does not claim a peer-reviewed publication, patent, independently validated benchmark, or completed scientific outcome. Technical decisions remain subject to testing, legal review where applicable, and the privacy requirements of each deployment.