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🎓 Education

AURA

Adaptive Understanding & Reasoning Assistant

VelorQ's education AI. Adaptive learning, exam readiness modelling, and in-course tutoring — across three distinct AI modes: Discover, Decide, Learn.

🎓
LIVE · Education · Learning Intelligence
Predict
Exam Readiness Model
Signals
Per-Session Telemetry
Early
Risk Signal Detection
3
AI Intelligence Modes
Multi
Multilingual Ready
KCL
Education Hub API
The AURA Suite

Three AI modes.
One learner journey.

AURA is not one chatbot. It is three distinct AI modes purpose-built for different moments — all sharing one learner model. Discover where you're going. Decide your path. Learn your way through.

01
Mode 01 · Hero
AURA Discover
Roadmap Intelligence

A prominent intake experience that lives at the top of a tenant's site or app. A visitor asks an open-ended goal question — AURA returns a complete, personalised pathway with milestones, timelines, and prerequisites drawn from the tenant's own domain knowledge.

02
Mode 02 · Widget
AURA Decide
Sales-Support Companion

A fixed widget that accompanies the visitor across the tenant's site. Runs an interactive qualification flow — asks context-specific questions, narrows the offering, and recommends the right next step. Handoff or conversion happens directly inside the widget.

03
Mode 03 · Tutor
AURA Learn
In-Course AI Tutor

An embedded tutor that travels with the learner across every teaching surface the tenant builds — video, practice, flashcards, mock assessments. Timestamp-aware Q&A, cross-session memory of gaps and strengths, and an assistant mode for intense preparation windows.

KCL · AURA as Education Hub

Every VelorQ model calls AURA
when it needs to teach.

Finance, healthcare, pharma, retail, logistics — each has its own domain intelligence. What they share is the need to train humans. AURA is the shared pedagogy engine.

What AURA Shares via KCL

Pedagogical strategies · Concept explanation frameworks · Learning pathway design · Multilingual content delivery · Spaced repetition schedules

VYDE

Compliance training · advisor certification

SAGE

Clinical staff onboarding · patient education

NOVA

Researcher training · GMP compliance

ZYNC

Retail staff training · product knowledge

ROAM

Driver safety certification · DG training

ALL

Multilingual pedagogy

Predictive Intelligence · AURA Deep Analytics

AURA predicts, models, and intervenes.
Before the learner knows they need help.

hundreds of signals per session fused into a readiness estimate. Cognitive load monitored in real time.

01 · EXAM READINESS TRAJECTORY

Exam readiness signal detection

AURA models each learner's readiness continuously, calculating exactly how many targeted study hours close the gap to pass threshold.

READINESS TRAJECTORY (MODEL)
THRESHOLDPASS THRESHOLD: 75%
Readiness scoring engine tracks learner progress and signals likely outcomes ahead of exam date.
02 · CONCEPT MASTERY BREAKDOWN

Which topics are gaps — which are strengths

AURA maps mastery at concept level across the exam syllabus, flagging root-cause weaknesses.

MASTERY MAP (MODEL)
Pharmacokinetics
88%
Drug Interact.
42%
Renal Dosing
35%
Adverse Effects
71%
Pharmacodynamics
79%
Calculations
91%
Root-cause engine surfaces concept-area gaps that most impact performance — targeting revision where it matters.
03 · COGNITIVE LOAD DETECTION

When to push harder. When to ease off.

AURA monitors cognitive load — response latency, error patterns, re-read behaviour — and adapts difficulty in real time.

COGNITIVE LOAD INDEX (MODEL)
THRESHOLD
Cognitive load index modulates difficulty in real time — backing off before fatigue, pushing when capacity is available.
04 · SIGNAL FUSION — 312 INPUTS

Every interaction feeds the learner model

Six signal streams fused into a unified learner model, updated after every answer — not just end-of-session.

SIGNAL FUSION (MODEL)
Q Responses
94%
Video Engage.
87%
Session Timing
82%
Text Interact.
78%
Inter-Session
91%
Cohort Bench.
85%
Signal fusion engine combines per-session telemetry into a live readiness estimate — updated after every interaction.
Predict
Readiness Model
Signals
Session Telemetry
Early
Risk Detection
3
AI Modes
Built For

Industries that teach.

AURA powers adaptive learning for any domain where humans need structured pathway-based training with measurable competency outcomes.

🏥
Healthcare

Licensing exam prep · CME

💼
Finance

CFA · FRM certification

⚖️
Legal

Bar exam · practitioner training

🧬
Pharma

GMP · regulatory training

🌾
Agri-Edu

Farmer education programs

🎓
Academic

Universities · K-12 platforms

🏢
Corporate

Workplace compliance

🌍
Gov / NGO

Development sector training

Deploy AURA

Three AI modes. Ready to deploy.

Whether you need Discover, Decide, Learn — or all three — let's talk about how AURA fits your product.