What comes after GenAI?
Asim Razvi
CDO & Global Analytics Leader |Transforming Global Businesses with AI & ML Insights | Expert in Building AI-Driven Organizations for Diverse Clients
Everyone is making space for GenAI but they may need an AI agent.
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When do you need an AI agent instead of the ubiquitous GenAI?? Based on your use case (you have one right?) I have a feeling that an AI agent may be more your speed.? If you look through your customer workflow (you have one?) if there is a need for deeper contextual understanding or task automation then consider an AI agent.? AI agents are designed to understand and act within a specific context.? They maintain state, manage multi-point conversations and execute complex tasks.? GenAI typically generates content based on a single prompt minus the deep contextual awareness.
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???????? Task automation is another area where AI agents excel.? Routine and complex tasks from scheduling meetings to integrating data points.? Streamlining workflows is a core facet of AI agents and if you are all about process efficiency this is a key area to look at.? Customer service and Financial transactions both represent areas where AI agents may be better than GenAI.?
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???????? Seamless integration is another area where AI agents integrate with existing business systems and software.? Instead of massive rewrites it can fit in quickly.? CRM and enterprise applications will lend themselves to the automation of processes as well as quick integration.? The endgame is to have something that works reliably and consistently in domains such as Healthcare and Finance.? If so expect the rise of AI agents to be as fast as the hype around GenAI.? There is always a next best thing on the horizon.
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The tl:dr
While GenAI has revolutionized content creation and conversational AI, AI agents offer a broader and deeper range of functionalities that make them well-suited for practical applications in daily life and business operations. Their ability to understand context, integrate with existing systems, personalize interactions, and automate tasks positions them to potentially overtake GenAI in popularity as users seek more comprehensive and reliable AI solutions.
Building SAP Generative AI , SAP Knowledge Graph | Single and Multiple Agents for Enterprises | Mentor | Agentic AI expert | Advisor | Gen AI Lead/Architect
9 个月What unique advantages do AI agents have over GenAI in practical applications?
Asim Razvi - really feels like a lot of FOMO around AI and not much critical thinking. Appreciate you pulling back the curtain.