We're moving from single agents to full multi-agent systems — and this is where agentic architecture gets exciting. 🏗️

Inside this session

1. Recap and framing Connect today's session to tool calling and explain why enterprise work often needs more than one agent role

2. Limits of the single-agent model Where single agents lose context, overreach, or become hard to govern in complex enterprise workflows

3. Core multi-agent patterns Introduce planner-worker, supervisor-worker, peer collaboration, and reviewer loops with real enterprise examples

4. State and memory How tasks, context, status, and outputs move through a long-running agentic workflow without losing track

5. Human-in-the-loop and controls Approval gates, exception queues, escalation logic, and when a human must stay in control of agentic systems

6. Architecture case study A realistic service, claims, or document-processing workflow that uses multiple agent roles with orchestration — reviewed live

7. Design workshop Participants sketch one multi-agent flow for a process in their own environment, including roles and approvals

8. Wrap-up Summarize the blueprint and prepare for production-readiness topics in Session 4

The design workshop at the end is where you'll be sketching out a real multi-agent flow for your own environment, roles, approvals and all.

See you in Session 3! 🚀