What is Agentic AI and why should we care?

What are LLM Agents and how to build them for your enterprise
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The world of AI is evolving at a breakneck pace, with new technologies reshaping how we interact with digital platforms. One emerging trend making waves in the industry is Agentic AI—a cutting-edge approach that gives digital agents autonomy to take actions and make decisions independently. Unlike traditional voice chatbots, Agentic AI enables digital agents to respond dynamically, handling complex, real-time interactions that feel personal and deeply relevant. And at Teneo, we’re not just watching this evolution unfold—we’re leading it.

What are LLM Agents and how to build them for your enterprise

What is Agentic AI?

In essence, Agentic AI refers to LLM-driven digital agents designed with an elevated level of autonomy, capable of reasoning and responding with minimal human intervention. Often using powerful Large Language Models (LLMs) like, OpenAI GPT-4o, Anthropic Claude, and Google Gemini. These aren’t the customer service bots that only answer FAQ-type queries; they’re intelligent digital agents capable of managing multi-turn conversations, understanding nuanced contexts, and making decisions that best serve customer needs.

Teneo and LLMs

Why Does Agentic Matter?

In traditional AI systems, user interactions are tightly bound by pre-determined frameworks, limiting the fluidity of responses. But with Agentic AI, digital agents can move beyond rigid responses and adapt to unforeseen situations. Imagine a digital agent that recognizes a customer’s frustration, adjusts its tone, and even prioritizes certain actions to resolve issues faster. This leap in capability not only enhances user satisfaction but also enables brands to scale customer service with a human-like touch that has long eluded AI.

Agentic AI in Action with Teneo

At Teneo, we harness the power of Agentic AI through our Teneo platform, built to empower digital agents to handle intricate interactions without sacrificing customer experience automation (CXA). With our technology, digital agents can access vast Knowledge AI, understand context deeply, and generate personalized, actionable responses. Teneo’s unique LLM orchestration ensures these agents have access to the right data at the right time, enabling true autonomy.

Teneo Platform Small Edition - With LLM Orchestrator

Imagine a telecom company using an agent built with Teneo to manage complex billing issues. Instead of simply providing answers to “How much do I owe?” the agent could assist with detailed payment plans, suggest discounts, or proactively inform customers about unused features—all based on real-time data and context. Essentially lead to Call Center automation, Contact Center automation, and Agentless Contact Center. You can find more relevant examples on other industries here.

What’s Next for Agentic AI?

As technology continues to advance, so does the potential of Agentic AI. We foresee a future where digital agents can fully emulate human decision-making processes, provide emotional intelligence-driven responses, and manage even the most complex workflows autonomously.

FAQ

What exactly does “Agentic” mean?

Agentic refers to digital agents, often driven on Large Language Models (LLMs) capable of making decisions and acting autonomously based on real-time data and context, rather than relying on pre-defined scripts.

How is Agentic AI different from traditional voice chatbots?

Unlike basic chatbots, this allows for dynamic, multi-turn conversations that adapt to user needs, making interactions more natural and less rigid.

Is Agentic AI safe for customer service applications?

Yes, with the right safeguards and control mechanisms, Agentic can be safe, reliable, and compliant, offering superior support experiences.

What industries benefit most from Agentic AI?

Industries with high customer interaction needs, like telecom, finance, and e-commerce, see substantial benefits from Agentic, but any industry aiming to improve customer engagement and operational efficiency can leverage it effectively.

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