Building Effective Decision Agents

As organizations embrace agentic AI to solve increasingly complex business challenges, the need for autonomous decision-making has never been greater. While large language models (LLMs) have revolutionized many aspects of artificial intelligence, they are fundamentally unsuited for critical business decisions. This white paper explores why specialized decision platforms and machine learning technologies, rather than LLMs, […]

As organizations embrace agentic AI to solve increasingly complex business challenges, the need for autonomous decision-making has never been greater. While large language models (LLMs) have revolutionized many aspects of artificial intelligence, they are fundamentally unsuited for critical business decisions. This white paper explores why specialized decision platforms and machine learning technologies, rather than LLMs, provide the foundation for building robust, compliant, and effective decision agents within agentic AI frameworks.

For broader context, this work is complemented by our overview paper, available here: Multi-Method Agentic AI

Building Effective Decision Agents - Whitepaper

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