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Three Semantic Models, Not Three Environments: Understanding OAC Resource Groups

OAC Resource Groups allow multiple semantic models with dedicated capacity, but they do not replace separate development, pre-production and production environments.

Joel Acha · 22 August 2026 · 9 min read

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AI · 13 Jul 2026

The Most Important Part of an AI Strategy Isn't AI

Enterprise AI cannot deliver trusted outcomes without strong data quality, governance, semantics and integrated platforms. The most important part of an AI strategy may not be AI at all.

3 min read

AI · 6 May 2026

Why Oracle’s Architecture Matters for Agentic Analytics

In Part 1 of this blog series, I looked at why AI agents change the analytics conversation. The important shift is not simply that AI can answer questions, but that agents can keep working towards a goal, call tools,…

4 min read

AI · 26 Apr 2026

How Oracle Is Enabling Agentic Analytics

IntroductionIn my previous post, I looked at how agentic analytics is the natural progression of augmented analytics.If augmented analytics introduced AI assistance into the analytics experience, agentic analytics…

6 min read

Elffar Analytics

Making sense of the architecture beneath enterprise analytics and AI.

Independent analysis of Oracle Analytics Cloud, semantic modelling, AI Data Platform, governed enterprise data and agentic AI.

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