Assessment Engine

AI-Powered Readiness Intelligence

The automated evaluation engine that decodes how students articulate knowledge — generating institutional evidence with zero manual effort and sub-50ms latency.

6-Parameter Model < 50ms Latency Bloom's Taxonomy Immutable Evidence Real-time PRI Score

The Core Engine

The Articulation Engine

Unlike traditional MCQ tests, CREDO's AI Assessment analyzes how a student articulates domain knowledge — evaluating structure, clarity, and technical relevance in real-time using Bloom's Taxonomy adaptive logic.

Response Constitution Analysis

Real-time processing across 6 readiness parameters (Tech, Solve, Comm, Integrity, Learning, Behavior)

Standardized Evaluation

Immediate mapping against institutional and industry benchmarks — every session generates NAAC-ready evidence.

Immutable Output

PRI scores are IP-logged and timestamped — creating tamper-proof audit evidence for IQAC and accreditation bodies.

Assessment Pipeline
CORE ACTIVE
Input Analysis
AI Assessment Evaluator Brain
Evidence Output → PDF
0.4s
Full Eval Cycle
99.8%
Reliability

Interactive Showcase

Witness the CREDO Brain in Action

Select a scenario below to see the AI Assessment decode qualitative articulation into quantitative institutional data in real-time.

IDLE_WAITING_FOR_INPUT
Technical Understanding (30%) 0%
Problem Solving & Cognitive (25%) 0%
Communication Articulation (20%) 0%
Integrity
--
Learning
--
Behavior
--
Aggregate Readiness
PRI --

Readiness Constitution

The 6-Parameter Framework

Mapping student performance to the specific weights used by the AI Assessment evaluation brain — each parameter generates weighted evidence for the PRI score.

Technical (30%)

Domain depth and articulation of core principles. Evaluated against Bloom's Taxonomy levels 3–6.

Cognitive (25%)

Problem-solving speed and logical reasoning under timed conditions with adaptive difficulty.

Communication (20%)

Articulation clarity, response structure, and technical language coherence.

Integrity (10%)

Assessment conduct, proctoring compliance, and response authenticity signals.

Learning Agility (10%)

Speed of concept adoption and cross-domain application within the session.

Behaviour (5%)

Professionalism signals, engagement patterns, and collaborative response indicators.

The Result

Audit-Ready Evidence. Zero Manual Effort.

Every assessment conducted in the lab is IP-logged, verified, and mapped to NAAC requirements — giving your institution a permanent, tamper-proof record of quality.