July 21, 2025
Beyond LLMs: Designing Multi‑Agent AI Systems for Enterprise Intelligence
Explore how enterprises can move beyond monolithic LLMs like ChatGPT, Claude, Perplexity, and Gemini by adopting multi-agent AI architectures. Learn how orchestrators, planning agents, and real-time data integrations are reshaping enterprise automation, decision-making, and productivity at scale.
Multi-agent artificial intelligence (AI) systems represent a paradigm shift beyond monolithic large language models (LLMs). Rather than relying on a single model to handle every task, multi-agent architectures orchestrate a constellation of specialized agents—planning agents, retrieval agents, generation agents and evaluators—under a central controller.
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