Our Solution: Dakshini℠

Dakshini℠ is designed as an Odia-first Conversational AI Agent that overcomes the language, accessibility, and operational challenges faced by government bodies, enterprises, and service organizations. Built on top of the DeepQuery Intelligence Engine, it brings together Odia language fluency, multilingual capability, and domain-ready knowledge integration into a single system.

4.1 Odia-First Conversational Intelligence

Dakshini℠ is engineered specifically to handle the linguistic complexities of Odia.
It understands:

  • Natural conversational Odia

  • Formal written Odia

  • Colloquial speech

  • Mixed Odia–English usage

  • Regional expressions and variations

This makes interactions feel natural and intuitive, rather than machine-generated.

4.2 Multilingual Support (75+ Languages)

While Odia is at the core, Dakshini℠ can automatically understand and respond in over 75 languages, enabling organizations to serve diverse user groups without needing separate systems. The agent can detect incoming language, switch modes instantly, and deliver accurate responses across multiple contexts.

4.3 DeepQuery KB Engine Integration

Dakshini℠ is powered by the DeepQuery KB Engine, which allows:

  • Real-time information retrieval

  • Document-based responses

  • Consistent and factual answers through RAG

  • Custom knowledge integration for organizations

  • Easy updates to data without model retraining

This makes the AI reliable and up-to-date at all times.

4.4 Proprietary Enhancements for True Fluency

To address the limitations of generic LLMs, Dakshini℠ is strengthened with:

  • Custom Odia datasets curated and cleaned in-house

  • Language-normalization layers

  • Proprietary adapters for fluency and accuracy

  • Optimized pipelines for grammar correction and intent understanding

These enhancements give the agent a natural tone, better clarity, and domain-level precision.

4.5 Real-Time, Cross-Platform Deployment

Dakshini℠ can be deployed across:

  • WhatsApp

  • Websites

  • Mobile apps

  • Enterprise dashboards

  • APIs and custom platforms

This makes it easy for organizations to integrate Dakshini℠ directly into their existing digital ecosystem.

4.6 Reliable Accuracy

As a result of targeted Odia fine-tuning and multilingual optimization, Dakshini℠ delivers:

  • 89–93% accuracy in Odia conversations

  • Strong performance across the 75+ supported languages

  • Reduced hallucination rates through retrieval-augmented generation

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