Production-grade pipelines connecting your LLM to real enterprise data — with guardrails, observability, and the semantic layer that prevents hallucination.
MCP-based agent architectures that connect AI reasoning to your SAP, Salesforce, and internal systems — automating multi-step workflows that previously required human coordination.
End-to-end retrieval-augmented generation systems: document ingestion, embedding, vector storage, and retrieval — so your AI answers from your own knowledge base.
Databricks Medallion architecture, Unity Catalog, PySpark pipelines, and star-schema gold layers — the foundational platform that makes every other AI capability possible.
Battle-tested migration playbooks: MicroStrategy → Tableau, Redshift → Databricks, Hadoop → AWS. We bring the runbook, not the learning curve.
Model drift detection, data quality SLAs, prompt logging, and audit trails — the governance layer that makes AI safe to deploy in regulated industries.