📌 Executive Overview

IntelliAssess AI is an advanced AI-assisted assessment platform designed for educators, corporate trainers, hiring managers, and enterprise test administrators.

By combining leading AI models (OpenAI, Groq, and Gemini) with document-linked Retrieval-Augmented Generation (RAG), custom evaluation rubrics, and automated proctoring safeguards, IntelliAssess AI streamlines test creation, candidate delivery, auto-grading, and performance analytics.

🚀 Key Platform Features & Modules

1. 🪄 Prompt-Based AI Generation

• Magic Prompt Enhancement: Automatically refine raw topic ideas into detailed, high-quality assessment prompts with one click.
• Multi-Type & Mixed Modes: Generate Multiple Choice (MCQ), Multi-Select, True/False, Short Answer, Fill-in-the-Blanks, and Descriptive questions individually or in mixed sets.
• Multi-Model Support: Choose from top AI engines including OpenAI, Groq, and Gemini.
• Prompt Library: Access categorized prompt templates for instant insertion into the form builder wizard.

2. 📂 File-Based Generation & Library RAG

• Document Ingestion: Upload PDFs, resumes, textbooks, or training manuals to generate questions directly grounded in your reference files.
• Personal Library RAG: Connect uploaded files to your personal library using vector search so AI extracts key topics, skills, and conceptual questions without hallucination.
• Media & Stem Attachments: Attach images, diagrams, or code snippets directly to question stems.

3. ✍️ Form Builder & Question Review Chat

• Manual & Hybrid Modes: Create forms purely with manual question entries, bulk CSV imports, or hybrid AI-generated slots.
• Per-Question AI Review Chat (“Generate with Feedback”): Open a dedicated AI chat drawer on any individual question to re-phrase stems, edit options, or change difficulty tiers.
• Manual Question Slots: Reserve placeholder slots in forms and fill them later via manual input or targeted AI prompts.

4. 📋 AI Rubrics & Submission Checker

• Automated Rubric Generation: Generate multi-criteria evaluation rubrics for open-ended descriptive questions with custom point weight distributions.
• Smart Submission Checker: Instantly auto-grade objective questions (MCQs, Multi-select, T/F, FITB) and apply AI rubric evaluation to short answers and essays.
• Manual Overrides: Full instructor control to manually edit point values or override AI feedback for any question item.

5. 🛡️ Proctoring Security & Violation Reporting

• Webcam & Face Monitoring: Detect face absence, multiple faces, face occlusion, low light, and identity mismatches against enrollment selfies.
• Audio & Environment Checks: Monitor background noise spikes, secondary speakers, and dictation.
• Browser Security Locks: Track tab switches, window focus loss, full-screen exits, and screen sharing telemetry.
• Proctoring Security Reports: Review timestamped candidate session logs, image violation galleries, and cumulative suspicion warnings.

6. 🎓 Learner Experience & AI Learning Plans

• Instant Scorecards: Candidates receive real-time score breakdowns and question-by-question review upon test submission.
• AI Learning Plans: Post-assessment AI analysis generates personalized learning plans and recommends curated web resources based on candidate weak points.

📊 Feature Comparison & Workflow Table