heykudu

heykudu

Wits University • 2026–2030 Digital Strategy

Press Space or → to begin executive briefing Slide 1 of 13
Executive Leadership Briefing

Attendance, Requirements, & Wits Digital Safety Net

The pilot is successful and now we are reaching scale-up across all 5 Wits Faculties.

500+
Daily Active Users
2 – 15 check-ins / student / day
40,800+
Digital Submissions
Health Sciences GEMP 1 & 2
5 Faculties
Institutional Scope
Preloaded & ready to activate
Real-Time AI
Curriculum Engine
Adaptive course requirements
Vice-Chancellor & Deans Council Executive Briefing Slide 2 of 13
HISTORICAL EVOLUTION (1920 – 2030)

110 Years from Paper Logbooks to AI Intelligence

Tracing higher education's journey from the first 1920 paper logbook to real-time AI curriculum engines.

1920 ERA 1920

1st Paper Logbook Created

Flexner Report introduces paper logbooks. Physical paper registers become the standard for 100+ years.

description Manual Paper Era
1960s–2000s 2000s

Dawn of Computing

Initial mainframe & spreadsheet digitization. However, clinical and field tracking remained trapped on paper.

computer Siloed Spreadsheets
2010s ERA 2010s

Mobile & LMS Divide

Smartphones and LMS platforms emerge, yet students still carry physical paper booklets to ward rotations.

phone_iphone The Paper Stagnation
THE CONVERGENCE 2026–2030

AI-Driven Wits Curriculum

HeyKudu ends 110 years of paper friction by applying GenAI to student check-ins and logbook data.

workspace_premium Makes Wits #1 Globally by 2030
route The Timeline Highway: Wits leaps from a 1920 paper-based standard directly to a 2026–2030 real-time AI curriculum engine.
110-Year AI & Education Convergence Timeline Road Slide 3 of 13
HARDWARE & LIVE MAP INFRASTRUCTURE

Actual Mounted NFC Tag Hardware & Live Tag Map

NTAG213 Certified Tags + Live GPS Geofence
PHYSICAL MOUNTED NFC TAG • LIVE AT WITS

Mounted Classroom & Ward NFC Tag

Actual Mounted NFC Tag at Wits
nfc NTAG213 Certified < 1s Contactless Tap
< 1s
CONTACTLESS
100%
GEOFENCE MATCH
0%
PROXY CHECK-IN
map

Live Installed Tag & Geofence Map

500m Geofence Radius
local_hospital ACTIVE
Bara Hospital
182 Active Tags
domain ACTIVE
Charlotte Maxeke
145 Active Tags
school CAMPUS
Medical School
96 Active Tags
vaccines ACTIVE
Rahima Moosa
64 Active Tags
landscape PILOT
Geology Field Sites
42 GPS Nodes
account_balance PRELOADED
Main Braam Campus
Ready Oct 2026
📍 Real-Time Location Verification 529+ Total Active Tags Placed
Automatic Geofence + Cryptographic Tag Verification Gamified Module Logbooks
east Seamless Student Journey: From 1-Tap Physical Tag Check-In $\rightarrow$ Live GPS Verification $\rightarrow$ Gamified Rotational & Module Requirement Tracking.
Actual NFC Tag Hardware & Live Map Infrastructure Slide 4 of 13
PARADIGM SHIFT • DATA-CAPTURE REVOLUTION

When are you ready to pull off your paper band-aid?

Transitioning from legacy manual attendance to automated, student-powered curriculum AI.

article
1. Legacy Paper

Paper Registers

Manual clipboard tracking, lost paper sheets, spreadsheet bottlenecks, and zero real-time visibility into student attendance.

✕ High Error Rate • Admin Overhead
healing
2. Temporary Patch

Paper Band-Aid

Ad-hoc Google Forms, unverified QR codes, and temporary digital workarounds that still leave curriculum data disconnected.

⚠️ Easy to Proxy • Unverified Data
psychology
3. AI Digital Standard

AI Digital Engine

Hardware NFC tags & GPS geofencing with sub-2-second check-ins, feeding real-time data directly into Curriculum AI.

✓ 100% Cryptographic Accuracy • Real-Time
auto_awesome

Students are your new data capturers to unlock insights and power your curriculum AI.

Every daily check-in and logbook entry feeds real-time intelligence directly to Wits academic leadership.

Paradigm Shift: Paper Band-Aid to AI Digital Standard Slide 5 of 13
OPERATIONAL ALIGNMENT

Addressing Administrative Adoption Bottlenecks

Bridging staff uptake friction through preloaded course templates and top-down executive policy.

1. THE BOTTLENECK

Administrative Friction

Staff reluctance to configure new software and reliance on legacy paper spreadsheets slow down full faculty adoption.

warning Requires Zero Faculty Setup Work
2. PRELOADED MODELS

Concierge Course Setup

All 5 Wits Faculties are preloaded with course rotations, rosters, and modules — staff do not need to build anything manually.

check_circle Ready for Oct 2026 Tag Activation
3. EXECUTIVE POLICY

Top-Down Policy Mandate

VC & Deans Council mandate attendance and requirement check-ins for 2027, unlocking rapid adoption across all cohorts.

verified 100% Institutional Scale
verified_user Frictionless Transition: By removing administrative setup burdens, Wits achieves immediate 2027 attendance coverage across all 5 Faculties.
Addressing Administrative Adoption Slide 6 of 13
STRATEGIC IMPLEMENTATION GANTT ROADMAP

2026 – 2030 Executive Implementation Roadmap

Clear multi-year project timeline to overcome administrative paper inertia and position Wits as #1 in Africa.

MILESTONE / STRATEGIC OBJECTIVE
2026 (FOUNDATION)
2027 (PULL BAND-AID)
2028 (AI HELP)
2029–2030 (CURRICULUM)
1. Preload Course Models & Setup
Eliminates admin setup burdens for all 5 Wits Faculties.
✓ Active Baseline & Oct Tags
── Complete ──
2. Pull Off the Paper Band-Aid
100% digital check-in mandate; retires physical paper registers.
──
⚡ Universal Mandate
── Expansion ──
3. AI Support for Falling-Behind Students
Deploy AI agents to identify gaps & help struggling students learn better.
── Phase 1 & 2 ──
🤖 AI Student Support
──
4. AI-Informed Live Curriculum
Real-time logbook exhaust dynamically updates course requirements.
── Foundation & Rollout ──
🏆 #1 University in Africa
insights Clear Executive Vision: Phased Gantt rollout eliminates administrative bottlenecks while systematically building Africa's premier AI curriculum.
Strategic Implementation Gantt Roadmap Slide 7 of 13
INSTITUTIONAL MATURITY PROGRESS BARS

Faculty Digital Maturity & Snowball Traction

500 GEMP Students • 2,000+ Daily Return Check-Ins
STAGE 1: PRELOADED MODELS
STAGE 2: ATTENDANCE ACTIVE
STAGE 3: DIGITAL LOGBOOKS
STAGE 4: 100% DAILY USAGE
Faculty of Health Sciences
GEMP 1 & 2 Live • ~75% Maturity
500 GEMP students returning 2,000+ times/day across hospital wards 40,800+ Logbook Submissions
Faculty of Science
Fieldwork Active • ~35% Maturity
Geology GPS fieldwork logbooks active (~10% faculty cohort) Practical Lab Tracking Next
Commerce, Law & Management (CLM) Models Preloaded • Oct 2026 Tag Activation
Engineering & Built Environment (EBE) Models Preloaded • Oct 2026 Tag Activation
Faculty of Humanities Models Preloaded • Oct 2026 Tag Activation
cyclone The Adoption Snowball: Health Sciences GEMP 1 & 2 prove massive daily student engagement (2,000+ check-ins/day). All 5 Wits Faculties are preloaded to replicate this snowball.
Faculty Digital Maturity Progress Bars Slide 8 of 13
Automated Intelligence

Live AI Agents Running on HeyKudu

Real-Time Anomaly Detection Active
shield_person

Attendance Safeguard Agent

Monitors daily GPS check-ins. Automatically flags out-of-bounds geofence attempts and late departures.

✓ 95% admin workload reduction
query_stats

Curriculum Gap Agent

Compares student logbook submissions against syllabus targets to identify underserved procedure exposure weeks in advance.

✓ Guarantees 100% exam competency
psychology

Standards & Research Sync

Synthesizes student submission trends with emergent global research and professional protocols for live syllabus updates.

✓ Most agile curriculum engine globally
AI Agents & Operations Slide 9 of 13
GAMIFIED STUDENT EXPERIENCE

Real-Time Mobile Student Experience & Logbook Engine

sentiment_very_satisfied High Student Satisfaction: Instant Progress & Zero Paper Friction
HeyKudu O&G GEMPII Real-Time Student App
smartphone 100% Mobile Native • Instant Check-In
upload_file

Deliverables, Due Dates & File Uploads

Students upload case documents, view assignment due dates, and capture supervisor digital signatures directly in-app.

add_a_photo

Image Proof & Supervisor Comments

Attach photo evidence of clinical procedures and exchange instant feedback comments with rotation supervisors.

rate_review

Surveys & Learning Opportunity Inputs

Provide qualitative text feedback on ward learning opportunities, supervisor availability, and clinical exposure.

analytics

Faculty-Wide Exposure Intelligence

Classifies faculty data into real-time skill exposures, patient diagnoses, clinical findings, and degree requirements.

thumb_up High Student Satisfaction: Students love the digital simplicity. Gamified progress and peer benchmarks drive 2,000+ daily check-ins and zero lost logbooks.
Gamified Student Experience & Real-Time Mobile Progress Slide 10 of 13
FACULTY ONBOARDING OPTIONS

Choose Your Faculty Implementation Level

Select the operational depth that fits your faculty. Every level builds cumulatively on the previous tier.

tap_and_play
LEVEL 1 • BASIC

Tag Check-In / Out

  • check_circle NFC Tag Tap Verification
  • check_circle GPS Geofence Security
  • check_circle Basic Attendance Dashboard
Instant Deployment
sync
LEVEL 2 • LMS SYNC

Ulwazi LMS Sync

+ INCLUDES LEVEL 1 FEATURES
  • check_circle Wits Ulwazi (Canvas) Sync
  • check_circle CSV Export & Admin Reports
  • check_circle Automated Roster Imports
Admin Automation
checklist_rtl
LEVEL 3 • LOGBOOKS

Digital Logbooks

+ INCLUDES LEVEL 1 & 2 FEATURES
  • check_circle Gamified Student Progress
  • check_circle Photo Proof & Verifications
  • check_circle Missing Requirement Alerts
Student Gamification
psychology
LEVEL 4 • AI ENGINE

Bespoke AI Engine

+ INCLUDES LEVEL 1, 2 & 3 FEATURES
  • check_circle Live AI Anomaly Safeguards
  • check_circle Adaptive Curriculum Feeds
  • check_circle Predictive Exam Intelligence
Full AI Power
tune Modular Onboarding: Wits faculties can begin at Level 1 today and seamlessly upgrade to Level 4 as digital readiness expands.
Choose Your Implementation Level Slide 11 of 13
Executive Decision Matrix

Accelerating Wits Digital Migration

Requested leadership actions to activate a university-wide AI-enabled standard.

1

Top-Down Policy Mandate

Formalize 2027 attendance requirement across all 5 Wits faculties.

Q3 2026 Sign-Off
2

Faculty Champions

Appoint 1 academic lead per faculty to finalize preloaded course templates.

Appoint Leads
3

Ulwazi Integration

Authorize automated student roster & gradebook sync with Wits Ulwazi portal.

API Sync Ready
4

Quarterly AI Reviews

Deans receive real-time dashboard reports on student competency gaps.

Council Oversight

Position Wits as Africa's #1 AI University

Ready to activate all 5 Faculties for 2027.

Leadership Action & Sign-Off Slide 12 of 13
WITS UNIVERSITY • DIGITAL MIGRATION 2026–2030

Thank You

Pioneering AI-driven curriculum intelligence and daily student safety across all 5 Wits Faculties.

launch

System Portal Access

Explore live faculty dashboards, NFC tag geofences, and student logbook analytics.

Access System Portal arrow_forward
mail

Questions & Executive Support

For inquiries, custom faculty onboarding templates, or technical assistance:

alternate_email no-reply@heykudu.com
University of the Witwatersrand • All 5 Faculties Preloaded for October 2026
Executive Presentation • HeyKudu Slide 13 of 13