AI & GenAI Solutions

Autonomous Agent Frameworks

The era of simple chat prompts has passed. ANKAVYA designs **Agentic AI systems** capable of understanding business intent, planning multi-step data extractions, writing temporary scripts to verify results, and executing changes directly inside permission-locked databases.

Our systems are built using advanced orchestration libraries, custom semantic routing scripts, and fine-tuned open-weight models (such as Llama-3 and Mistral), delivering high performance with lower API operating costs.

Retrieval-Augmented Generation (RAG)

We engineer secure RAG pipelines that connect your private databases, manuals, and records to LLMs. By setting up vector-indexing databases (like PgVector or Qdrant) and semantic search caches, we ensure the AI answers with zero hallucination and strict reference link tracking.

• Custom LLM Fine-Tuning: Adapt models specifically around your company's lexicon and datasets.
• Zero-Hallucination RAG: Secure index queries connecting enterprise content pipelines.
• AI Middleware Sandboxing: Restricting LLM actions with secure middleware APIs and user-in-the-loop approvals.