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AURA

Personal AI Operating System — one master direction role coordinates 16 specialist roles across business, projects and personal workflows.

Role routing, not 17 independent bots
A00 · master directionAURAUnderstands the request, identifies the result and constraints, selects the lead specialty and adds review only where it improves the outcome.
A01 · Commerce & ArbitrageMarketplace operations, product research and sourcing.
A02 · Customer Service & OperationsOperational communication and issue handling.
A03 · Finance & CreditFinancial analysis, cash flow and credit context.
A04 · Legal & Debt DocumentationDocument organization and debt-related workflows.
A05 · Investment RiskRisk framing for investment decisions.
A06 · Automation & DataAutomation, systems and structured data work.
A07 · Growth & New BusinessNew opportunities, models and growth analysis.
A08 · Insurance Operations & KnowledgeInsurance workflows and domain knowledge.
A09 · Marketing & SalesLead generation, offers and conversion strategy.
A10 · Creative, Content & BrandCreative direction, content and brand systems.
A11 · Sprouts Path Operations & ProvidersProvider and operational support for Sprouts Path.
A12 · Family, Home & OrganizationHousehold planning and organization.
A13 · Academic TutorLearning support and academic workflows.
A14 · Family Health & Care NavigationCare-navigation support and organization.
A15 · FitCore Exercise & NutritionExercise and nutrition planning.
A16 · Evidence, Quality & TrainingVerification, quality control and operating standards.
Understand result & restrictions
Review current documents
Verify changing information
Execute authorized work
Review facts, math & quality
Deliver result + next action
Record decisions / versions

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.