Technical Perspectives
Insights
Practitioner-level writing on enterprise AI adoption, data platform delivery, and Microsoft technology programs. Written by the VNode ITeS delivery team.
Microsoft Fabric in the Enterprise: Beyond the Pilot
Microsoft Fabric unifies lakehouses, data warehouses, real-time intelligence, and Power BI into a single SaaS platform. Yet many enterprise teams struggle to move from an approved pilot to production workloads. This post unpacks the patterns we see in teams that succeed — and the organisational friction that trips up the rest.
RAG in Production: Architecture Decisions That Actually Matter
Retrieval-Augmented Generation (RAG) has become the dominant pattern for grounding enterprise LLM applications in proprietary data. Yet most organisations underestimate the architecture decisions required to move from a working demo to a production system that is accurate, cost-controlled, and auditable.
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