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priya-raman

  • Data Product Contracts for Analytics Platforms

    This technical article helps Data Platform Engineer teams define contracts for schema, quality, lineage, and ownership using Data contracts and lineage in Google Cloud environments. It emphasizes separate ingestion reliability from consumption semantics and provides implementation decisions that can be reviewed without relying on vendor or customer claims.

  • Agentic AI Guardrails Before Production

    This technical article helps AI Governance Lead teams bound tool access, autonomy, memory, and approval points using Tool authorization and human approval in Microsoft Azure environments. It emphasizes record actions and make consequential steps interruptible and provides implementation decisions that can be reviewed without relying on vendor or customer claims.

  • A Production Review Checklist for Enterprise RAG

    This technical article helps AI Leader teams treat retrieval quality, permissions, provenance, and answer evaluation as one design using Vector search and evaluation pipelines in Private Cloud environments. It emphasizes preserve source-level access controls through indexing and retrieval and provides implementation decisions that can be reviewed without relying on vendor or customer claims.