Purpose

Automate academic, research, publishing, learning, AI, and administrative workflows to reduce repetitive work while preserving academic quality and administrative control. Architecture only — it never bypasses approval or publishes automatically.

Core Principle

Every workflow must be observable, repeatable, auditable, recoverable, scalable, and configurable.

Workflow Types

Academic, Research, Publishing, Learning, Content, AI, Library, Business, and Executive workflows.

Content, Book & Article Workflows

• Content: discovery, ingestion, metadata generation, knowledge classification & relationship, quality review, publication queue, archive
• Book: registration, metadata extraction, knowledge mapping, reading-list generation, course recommendation, library & knowledge-graph integration
• Article: discovery, classification, metadata, recommendation, course & research mapping, publishing history

Course & Research Workflows

• Course: draft → review → approval → publication → revision → archive
• Research: registration → review → classification → publication → archive

AI Workflow

AI reading, classification, metadata, recommendation, linking, and monitoring — always followed by human approval.

CEO Workflow (notify)

Notify CEO when: new assets found, new book published, new research found, new course ready, duplicate detected, critical error, approval required.

Approval Workflow

• States: Pending, Review, Approved, Rejected, Merged, Archived
• Every approval records: User, Date, Reason, Revision

Scheduled & Event Automation

• Schedules: real-time, hourly, daily, weekly, monthly, manual
• Triggers: new article, book, course, research, student, certificate, purchase, AI job

Notification System

Notify CEO, Administrator, Editor, Researcher, Instructor, Student, and Institution as relevant.

Workflow History & Error Recovery

• History: execution time, status, errors, warnings, responsible user, logs
• Recovery: retry, rollback, manual recovery, notification, audit trail

Administration & Performance

• Admin: create/disable/schedule/monitor workflows, review logs, restart jobs
• Performance: workflow duration, queue size, failed/successful jobs, average execution, system load

WordPress Implementation

• WP Cron, REST API, action hooks
• Background processing, webhooks, queue workers

Security

Protect workflow integrity, approval integrity, automation logs, API calls, and user permissions.

Restrictions

• Never bypass administrator approval.
• Never publish automatically without workflow rules.
• Never delete workflow history.
• Never overwrite verified records.

Codex Handover

Deliver workflow & automation architecture, approval & notification workflows, scheduling framework, and monitoring dashboard spec. Job execution wired by Codex. Stop.

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Content status: Draft. Architecture specification only — no administrator approval bypassed, no automatic publishing, no workflow history deleted, no verified records overwritten, no data fabricated. Domain: kba13academy.com. Engine: E19 Automation & Intelligent Workflow. Handover: Codex / Owner.