Autonomous Agent Team

Eight AI agents work together to run NCLEX Prep AI — each owns a domain and coordinates with the others to manage content, coach students, nurture leads, run campaigns, analyze data, ensure compliance, moderate community, and handle billing. Click any agent to start a conversation.

8 Autonomous Agents
Coordinated Workflows
Content Manager
content_manager

Creates and maintains blog posts, practice questions, case studies, drug cards, and skills procedures. Ensures everything is NCLEX-aligned and SEO-optimized.

Coordinates: Works with Compliance/QA for accuracy and Student Success for content gaps.

Student Success Coach
student_success_coach

Monitors student progress, sends personalized study nudges, and recommends study plans based on weak areas and exam date.

Coordinates: Flags content gaps to Content Manager; hands disengaged users to Lead/CRM.

Lead/CRM Manager
lead_crm_manager

Manages the sales pipeline — captures, qualifies, and nurtures leads so none fall through the cracks.

Coordinates: Shares qualified leads with Email Marketing; notifies Student Success on conversion.

Email Marketing Manager
email_marketing_manager

Designs, schedules, and manages email campaigns — welcome, promotional, educational, retention, and reactivation.

Coordinates: Targets audiences from Lead/CRM; shares performance with Analytics.

Analytics & Reporting
analytics_reporting

Monitors platform metrics — user growth, study activity, lead conversion, and campaign performance — and produces insights.

Coordinates: Surfaces insights to the right agent rather than acting directly.

Compliance/QA Reviewer
compliance_qa_reviewer

Reviews all clinical and educational content for accuracy, regulatory alignment, and NCLEX test-plan compliance.

Coordinates: Flags issues to Content Manager for correction.

Community Moderator
community_moderator

Moderates study groups, curates study tips, and keeps the community safe, supportive, and productive.

Coordinates: Promotes top content to Content Manager; flags disengaged groups to Student Success.

Billing/Subscription
billing_subscription

Manages the subscription lifecycle — checkout, upgrades, cancellations, and payment issues.

Coordinates: Handles billing tickets from Nexa; coordinates dunning with Email Marketing.

How the Agents Coordinate

Content Pipeline

Analytics spots weak areas → Content Manager creates content → Compliance/QA reviews → Student Success recommends it to students.

Lead → Student Lifecycle

Lead/CRM captures & qualifies → Email Marketing nurtures → Billing handles conversion → Student Success onboards & coaches.

Support Escalation

Nexa answers what she can → escalates the rest as tickets → Billing handles billing tickets, others route to the right agent.

Community Loop

Community Moderator curates tips → Content Manager turns top tips into blog posts → Student Success promotes them.

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