Vibodh Insights

Engineering intelligence for the enterprise.

Technical whitepapers, architecture blueprints, and rigorous frameworks from our engineering team.

The Future of RAG: Moving Beyond Naive Retrieval

Standard RAG pipelines collapse under complex enterprise queries. Discover how advanced techniques like query routing, semantic chunking, and cross-encoder re-ranking deliver true production-grade accuracy.

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Latest Publications

Evaluation 15 min read

Evaluating LLMs in Production: A Pragmatic Framework

Move beyond subjective "vibe checks." We detail a mathematical, automated framework using LLM-as-a-judge, deterministic guardrails, and continuous telemetry to reliably measure AI drift.

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Strategy 8 min read

Navigating AI Governance and Security in 2026

As the AI regulatory landscape matures, enterprises must move from compliance checklists to automated governance. Learn how to implement audit trails, PII redaction, and access controls at the model layer.

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