When an AI agent consistently fails to draft analytics notes, first try to refine your prompts, making them more specific and explicit about the desired format and content. Provide concrete examples or templates of successful notes to guide the AI, effectively demonstrating what good output looks like. If the task is complex, consider breaking it down into smaller, sequential steps, allowing the AI to complete each part individually before combining them. You might also need to re-evaluate the AI's capabilities for this specific task or consider using a different, more specialized model if available. Introducing a human-in-the-loop validation step can catch errors early and provide corrective feedback, or even temporarily switch to manual drafting while diagnosing the issue. Ultimately, understanding why the AI is failing-whether it's ambiguity, lack of domain knowledge, or model limitations-is crucial for devising a long-term solution. More details: https://blognat.ru/bitrix/rk.php?goto=https://infoguide.com.ua