LLM to AI Agents

From LLMs to AI Agents: What’s the Difference and Why It Matters

What separates a basic LLM use case from a real AI Agent? And why does that distinction matter in enterprise settings?
Join us in this 45-minute session, Digital Workforce AI experts Rami Luisto (AI Researcher) and Niko Lehtonen (AI Solution Architect) will explore what makes a system truly agentic – and how that changes everything from reliability to scalability.

What we'll cover:

  • What makes something “agentic” beyond just calling an LLM
  • Why enterprise-grade agents are more reliable, stable, and auditable than pure LLM solutions
  • The role of orchestration, tool use, and context in real-world implementations
  • Experience from recent projects where agentic thinking solved problems that traditional automation couldn’t

Want to get the most out of this session?

Start with Episode 9 of our Agent Workforce Podcast, where Rami and Niko explore many of the themes we’ll build on in this webinar. It’s the perfect warm-up.
You can find the Agent Workforce podcast on Spotify, YouTube and Apple Podcasts!

Register Now!

Date: 03.06.

Time: 9:30 EEST, 8:30 CET, 7:30 BST

No demos – just practical, behind-the-scenes insight.

Interactive Q&A Session
Get your questions answered by the speakers!

Meet the Speakers

Niko

Niko Lehtonen

AI Solution Architect at Digital Workforce

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Rami Luisto

AI Researcher at Digital Workforce

Rami Luisto, PhD, is an AI researcher at Digital Workforce. Coming from a university research background, he has been building AI solutions at DWF for the past five years, with a specific focus on NLP, healthcare AI, and, most recently, agentic AI and LLMs.