Building a single agent is easy. Designing a coordinated, resilient, production-grade multi-agent ecosystem is where the real engineering begins.

This session explores how Copilot Studio enables intelligent, purpose-built agents and how to combine them into scalable, secure multi-agent systems that operate effectively inside your organisation.

We’ll unpack the architectural patterns behind multi-agent design:

- Connected agents vs. child agents and why that decision directly impacts context retention, control, and scalability

- How to maintain context across multi-step workflows without constantly bouncing back to the orchestrator

- Guardrails, delegation strategies, and resilience patterns for production environments