African AI Search Engine
An AI-native search engine built for the languages, context and content of the African market.
Year
2026
Timeline
Ongoing
Team
Embedded AI squad
Focus
AI search · Stealth
Results that matter
- 20+
- languages understood
- <300ms
- median query latency
- 100M+
- documents indexed
The challenge
A stealth venture set out to build a search experience that truly understands African languages, dialects and local context , something global engines handle poorly. Specifics are under NDA.
Our approach
We're engineering a multilingual retrieval and ranking stack: embeddings tuned for low-resource languages, a hybrid keyword + semantic index, and an LLM answer layer with strict grounding and citations , all on autoscaling cloud infrastructure.
The outcome
Now in private beta , sub-300ms semantic results across 20+ languages over a 100M+ document index, with answer quality that consistently beats general-purpose engines on local queries.
What we delivered
Tech stack
Under wraps
The client, brand and visuals for this project are under NDA. We'd be glad to walk you through more in a conversation.
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