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July 13, 2025
Notes on operations, automation, and AI for regulated firms — written by the team at MoiraCorp.
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In document processing by GenAI tools, prompt engineering is crucial because it dictates how effectively the tool understands the task, extracts or generates information, and
The use of AI agents offers a significant leap forward from traditional task automation by infusing intelligence, adaptability, and autonomy into critical IT processes.
GenAI can adopt a persona and “make decisions” or “behave” in a way that can be quantified. This technique can be used to simulate scenarios,
Prompt engineering and RAG can be used cooperatively to process knowledge represented through expert oriented rules (if-then statements) and enable deductive reasoning leading to enhanced
GenAI can “read” text and assign numerical values or categories that can then be counted or classified. When appropriatley queried the values can be turned
Retrieval Augmented Generation (RAG) is a critical technique using propriatory or domain specific documents in order to address specific enterprise or applications needs that base