Multi-Agent Copilot & Enterprise AI Architecture
Design, secure & ship enterprise multi-agent Copilot systems
A hands-on B2B enterprise program for building governed, observable multi-agent Copilot systems on Microsoft Copilot Studio, Power Platform & Azure — from single-agent design to a fully deployed enterprise capstone. Delivered by 15+ year practitioners who don't just teach this — they architect and ship production multi-agent AI for US and European enterprises.
- Delivered by 15+ year practitioners who build multi-agent AI for US & European enterprises — not just teach it
- Hands-on labs every module — orchestrator, domain & guardrail agents on Copilot Studio + Azure
- Enterprise-grade: Entra ID security, Key Vault, RBAC, observability & governance
- Capstone: a complete, deployed multi-agent enterprise solution
- Private team cohorts · onsite or virtual · competitive pricing
Curriculum
5-day core or 10-day enterprise track · instructor-led + hands-on labs — a structured path from fundamentals to production-ready skills
- Copilot Studio and what an AI agent is
- Topics, triggers, entities & variables
- Power Automate integration basics
- Limits of single-agent systems — Lab: build a Copilot
- Single vs multi-agent architecture
- Agent types: orchestrator/router, domain (KB/API/DB), guardrail
- Stateless vs stateful & responsibility boundaries
- Lab: split a Copilot into multiple agents
- Splitting criteria & anti-patterns (overloaded agent, tight coupling)
- Orchestration: central, skill-based, intent & confidence routing
- Agent routing strategies
- Lab: build an orchestrator + routing logic
- Agent-to-agent comms & canonical JSON contracts
- Chaining via Power Automate, HTTP & custom connectors
- Secured integration: Entra ID, Managed Identity, Graph, on-prem SQL/Dataverse
- Labs: JSON comms, chain agents, API-based agent
- Prompt-injection defense & guardrail agents
- Approval-based execution & DLP-safe segregation
- RBAC, Conditional Access, Azure Key Vault & secrets
- DEV/TEST/PROD, audit & governance — Labs: guardrail, approvals, secrets
- Central vs per-agent knowledge base
- Deterministic lookup vs generative reasoning
- Fallback & ambiguity resolution
- Lab: KB + data agents with fallback
- Cross-agent traceability & correlation IDs
- Error handling, replay & audit scenarios
- Azure Monitor, Application Insights, Log Analytics & distributed tracing
- Labs: logging, tracing, observability dashboard
- Agent versioning & backward compatibility
- Deployment & scaling strategies
- Publish to Microsoft Teams · enterprise rollout
- Lab: deploy, version-upgrade & publish
- Hybrid AI architecture, Azure API Management & Service Bus
- Enterprise integration: AD, Exchange, ServiceNow, SQL
- On-prem monitoring & governance for hybrid AI
- Lab: hybrid monitoring agent + operational AI dashboard
- Build: orchestrator + 2 domain agents + 1 validation agent
- Implement routing, security & monitoring
- End-to-end deployment
- Reviewed against production standards
Proven in delivery
Already delivered to enterprise teams
Real programs, for real teams — across seniority levels. Named case studies and participant testimonials to follow.
Enterprise Legal team
A practical AI enablement program tailored to legal workflows — prompting, document work, and responsible use.
Enterprise IT Operations team
Delivered to a mixed-seniority cohort — participants from 7 to 20 years of experience, learning together.
Programs run for mixed-seniority teams — from mid-level engineers to 20-year veterans — so everyone learns and applies it together.
Pricing
Competitive, tailored to format, scope & team size.
Bring this program to your team
Delivered privately to your team — onsite or virtual, across the US, Europe and beyond. Pricing is competitive and tailored to format, scope and team size. Book a call and we'll scope a program for you.
Book a scoping callNo placement guarantee — we connect, you interview. See FAQ for details.
Frequently Asked Questions
Ready to bring this to your team?
Multi-Agent Copilot & Enterprise AI Architectureis delivered privately — onsite or virtual — and tailored to your stack and goals. Book a scoping call and we'll design the program for your team.