Use Cases

What you can build with Derja Data

Voice Assistants

Voice Assistants

Build voice assistants that understand North African Arabic as it is actually spoken. Enable natural Derja interaction for smart speakers, mobile applications and IoT devices across the Maghreb.

Products needed:
Speech CorporaASR API
Call Center AI

Call Center AI

Power IVR systems and agent-assist tools for Maghreb telecoms, banks and service providers. Automate call routing, transcription and quality monitoring in the local dialects.

Products needed:
Speech CorporaASR APIAnnotations
Sentiment Analysis

Sentiment Analysis

Analyse customer feedback, social media posts and reviews in Tunisian, Algerian, Libyan and Moroccan Arabic. Follow public opinion across the region with confidence.

Products needed:
AnnotationsTransliteration
Machine Translation

Machine Translation

Translate between Maghreb dialects and MSA, French or English — closing the distance between formal Arabic and the languages people actually speak.

Products needed:
Speech CorporaTransliteration
Content Moderation

Content Moderation

Detect harmful content in Arabic dialects across social platforms. Standard Arabic moderation tools miss dialect-specific slang, idiom and context.

Products needed:
AnnotationsSpeech Corpora
Text-to-Speech

Text-to-Speech

Generate natural-sounding speech in North African dialects. Build localised voice experiences for navigation, accessibility, entertainment and customer service.

Products needed:
Speech Corpora
Conversational AI

Conversational AI

Deploy conversational agents that communicate in Derja for e-commerce, banking, government services and healthcare — meeting users in their own dialect.

Products needed:
AnnotationsASR APITransliteration
Academic Research

Academic Research

Access structured linguistic data for NLP research, sociolinguistic studies and dialect documentation, and contribute to preserving North African linguistic heritage.

Products needed:
Speech CorporaAnnotationsTransliteration

Tell us what you need to train.

Language, domain, volume — we reply with availability, a sample dataset and a quote. Custom collection typically begins within weeks.