Before You Build a RAG Assistant, Test These Five Things
A useful RAG assistant needs more than connected documents. Start with a clear task, current sources, reliable retrieval, access controls, and a way to check its answers.
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Practical reading on AI, data and security. Understand the choices, the trade-offs and the work that should come before implementation.
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Workflow Automation or an AI Agent? Start With the Decision
Choose automation around the decisions a process requires. Map the predictable steps, identify the exceptions, and evaluate the result before giving a system more freedom to act.
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Why Two Dashboards Disagree, and How to Fix the Data Behind Them
When reports disagree, check the metric definitions, source records, and update times. A shared definition and a small set of quality checks can make the difference understandable.
Read the guideA Practical Cybersecurity Starting Point for a Growing Business
Start with critical systems and accountable owners. Protect access, maintain devices, test recovery, and give employees a clear way to report problems.
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