Ann-Connect
Africa’s First Offline-Capable AI-Invigilated Exam Platform
About Ann-Connect
Ann-Connect is transforming online assessments in Africa with an AI-powered invigilation platform that works offline. Built for low-resource environments, Ann-Connect ensures students—even those without stable internet—can take secure, AI-invigilated exams using speech, facial recognition, behavioral monitoring, and device-level intelligence. The platform is live and supports full proctoring, transcription, and behavioral scoring without needing connectivity.
The Problem
In 2020, founder Bonginkosi Mabaso lost internet 15 minutes before a critical online exam at UNISA. This experience inspired a mission to solve the digital divide in online education.
Key challenges Ann-Connect addresses:
Connectivity gaps in rural & peri-urban areas
Load-shedding & infrastructure unreliability
Limited access to invigilated testing for 100M+ African students
The AI Solution
Ann-Connect’s platform deploys multi-modal AI models across five functional areas:
Audio Intelligence
Whisper & RNNs for multilingual transcription
Speaker diarization & cheating keyword spotting
Computer Vision
YOLOv8 for object detection (phones, ID cards)
ArcFace + MTCNN for identity verification
Gaze & posture tracking
Language & Accessibility
Whisper + NLP for summarization
NLLB & OpenNMT for translation
Native language detection + TTS
Behavioral & Device Analysis
Anomaly classifiers (Random Forest, SVM)
GPS + IP matching
Device fingerprinting
Cheating Detection Engine
Trust score per session
Multi-modal timeline summarizer
OCR + Plagiarism engine
Why It Matters
Millions of students across Africa are excluded from online learning and assessments due to unreliable internet, power outages, and lack of digital infrastructure. Ann-Connect is leveling the playing field by enabling offline-first, AI-powered exam proctoring—making secure, accessible digital education a reality even in rural or underserved areas. By safeguarding academic integrity without requiring constant connectivity, Ann-Connect is redefining what's possible for inclusive, equitable education in the digital age.
Business Model
SaaS for universities, online schools, and training organizations
Licensing model for large education departments
Custom deployment for telcos and Ministries of Education
Progress So Far
Live platform deployed with 4 South African institutions
25+ product demos
4 completed university trials
Media feature: UNISA News
Raised $50,320 in grant funding
Closing a $222K seed round with IsimoVest
Support & Collaboration
To meet growing demand:
64–128 GB RAM servers for concurrent exam sessions
NVIDIA A100/V100 GPUs for training and inference
2 TB SSD storage for secure offline caching
AWS SageMaker for inference + batch processing
High IOPS cloud storage and encryption layers
Estimated GPU hours/month: 800–1,200
Vote for Ann-Connect
Help us scale Africa’s most inclusive, AI-enabled exam platform to empower students from all backgrounds to access opportunity—whether online or offline.
