AI Product
Nujoom AI
Voice-Interactive Document Q&A Platform
Industry
AI
Duration
4+ months
Users
Knowledge Workers
Delivery
Full Product Build
Project Overview
Nujoom AI converts uploaded documents into voice-interactive AI chatbots. ZySoftec built the document processing pipeline, vector search system, and speech-to-speech experience required for low-latency, multilingual interactions.
The Challenge
Context-aware Q&A from uploaded documents with speech-to-speech interaction.
Our Solution
Document-to-vector pipeline with RAG-based AI and Azure Speech Services for voice interaction.
What The Client Needed
Upload and parse multiple file formats
Context-aware question answering grounded in document content
Speech-to-speech interaction with customizable voices
Low latency conversational flow
Self-serve product experience for non-technical users
What We Built
Document-to-knowledge pipeline
Files processed into vector embeddings to enable contextual retrieval.
AI response layer
OpenAI + LangChain for semantic search, summarization, and grounded answers.
Voice interaction layer
Azure Speech Services for speech-to-speech conversation with multilingual support.
Product workflow UI
Upload, chatbot creation, voice settings, and dashboards to manage bots.
Results & Outcomes
90%+ speech recognition accuracy
~60% improvement in document comprehension speed
Voice-first interactions increased engagement
Technology Stack
Client Feedback
"Nujoom AI became a self-serve conversational assistant that speaks to files, delivered with clarity and strong product thinking."
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