Uniplexity Ai

Exciting Announcement from Uniplexity AI!

We are honoured to share that our research paper, “Building Multilingual AI Systems for African Businesses: GraphRAG & GNN-Based Fine-Tuning for English–Local Language Mapping”, has been selected for a Main Stage Presentation at the Deep Learning IndabaX Zambia 2025.

Urban Hotel, Lusaka
18–19 November 2025

This recognition is a major milestone for our team and for Zambia’s growing AI ecosystem. We extend our sincere gratitude to the Ubuntu AI Community , the Deep Learning Indaba Zambia Organising Committee, and everyone who has continuously supported our work and mission.

About the Research

African businesses communicate daily using a mix of English and local languages such as Bemba, Nyanja, Tonga, Lozi, and many others.
Yet, most AI systems still struggle to understand these multilingual interactions especially the real-life code-switching that happens in customer service, commerce, and everyday business operations.

Our research introduces an innovative GraphRAG + GNN-powered multilingual AI architecture designed specifically for Africa:

Key Capabilities

✅ Accurate mapping between English, Bemba, and Nyanja
✅ Context-aware meaning interpretation beyond direct translation
✅ Up to 45% reduction in semantic errors
✅ 38% improvement in business query resolution (e.g., customer questions, product search)
✅ Optimized for low-compute hardware, making it accessible for African SMEs

By combining Knowledge Graphs, Graph Neural Networks, and reasoning-tuned LLMs, we built a system that helps African businesses communicate more effectively and automate services across languages.

Why This Work Matters

Africa has more than 2,000 languages, yet mainstream AI is still predominantly built for English-speaking environments.
This work contributes to:
• Inclusive AI that understands African languages
• Local-language NLP for practical business environments
• Affordable, low-resource AI innovation
• Tools SMEs can actually deploy and benefit from

Our mission at Uniplexity AI is simple:
To build AI systems that understand Africa in our own languages, with our own context, and for our own economic growth.

Uniplexity AI at the BongoHive AI Lab AI Show & Tell!

Yesterday, the Uniplexity AI team had the privilege of attending and showcasing our flagship product the Uniplexity Business App at the AI Show & Tell, a demo-first event where AI innovators bring real, working products to life.

No slides. No pitches. Just pure, hands-on demos.
And that’s exactly what we delivered.

We demonstrated the true power of our AI engine built to support business owners from all backgrounds, including small shop operators and even kanthemba owners.

With the Uniplexity Business App, anyone can:
• Run and manage their business efficiently
• Automate daily tasks with AI
• Access real-time insights
• Scale operations regardless of academic background

Our mission is simple: make smart business management accessible to every Zambian entrepreneur.

A big thank you to BongoHive , AI Lab, and Hive Coworking for hosting such a vibrant and innovative space for creators, builders, and dreamers.

Uniplexity Ai team
Yiren Kondwani Kalubwa Lung'enda Praise Mwanza