AURA
Personal AI Operating System — one master direction role coordinates 16 specialist roles across business, projects and personal workflows.
01 · Routing
Julie speaks normally; the system decides who should lead.
The operating model identifies intent, project, deliverable and required data, then routes the work to the appropriate specialist role.
02 · Evidence
Evidence before confidence.
Changing facts are verified, assumptions are separated from facts and unresolved gaps stay marked as pending confirmation rather than being filled silently.
03 · Authorization
Autonomy has explicit boundaries.
Research, analysis, drafting, calculations and authorized deliverables can be handled directly. Publishing, contacting, buying, signing, submitting or operating accounts requires concrete authorization and capability.
04 · Evolution
The architecture was simplified from an earlier 20-agent inventory.
The current operating model consolidates overlapping responsibilities into 17 operational roles while preserving useful functions and adding explicit ownership for evidence, family organization, healthcare navigation and provider operations.
AURA is a documented operating model for how AI work is coordinated. The role map should not be interpreted as proof of 17 independently running software agents.