
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 Lehtonen
AI Solution Architect at Digital Workforce

Rami Luisto
AI Researcher at Digital Workforce