AM-AI Authoring Manager
AI-Powered Question Engineering and Exam Preparation Infrastructure
AM-AI combines authoring workflows, duplicate detection, review pipelines, encryption, approved question banks, and exam-delivery integration into one multi-tenant system.
AI ReviewDuplicate DetectionApproved Question BankMulti-Tenant
Assessment Coverage
10+
Assessment type pages and workflows
Platform Highlights
Skill & aptitude testing
Education & certification workflows
Secure delivery when needed
Products
Multiple Modules
Tenancy
White-Label Ready
Use Cases
Hiring + Education
What AM-AI Authoring Manager Does
AM-AI goes beyond simple exam delivery. Question creation, review, duplicate control, approved-bank governance, and secure packet preparation are built into the platform as core capabilities.
AM-AI supports organizations that need rigorous question engineering, quality control, and governance over their assessment content pipeline.
What AM-AI covers
Question Engineering
17+ question workflows in the technical architecture
Encrypted content storage
Inline images and structured content support
Tag-driven metadata and question organization
AI and Similarity Layer
AI-powered duplicate detection
Local and AI engine modes
Tiered thresholds for duplicate, guidance, and inspiration
Provider routing and per-author AI permissions
Workflow and Governance
Draft → review → approved pipeline
Approved question bank separation
Manual move to approved bank
Tenant-level roles and permissions
Delivery Readiness
Transport-encrypted test packets
Server-authoritative exam logic
Fraud detection integration
WebRTC / proctoring ecosystem hooks
FAQ