Primary page
Multi-Model Agent Architecture
Use the primary page first for the commercial and architectural overview, then move into the supporting articles for deeper implementation detail.
Multi-Model Agent ArchitectureAI Topic Archive
Multi-Model Agent Architecture
Patterns for combining specialist models, routers, memory, and orchestration layers into scalable agent systems.
Supporting articles
Best Practices for On-Prem AI Agents
Operational best practices for building and governing AI agents on private infrastructure with strong observability, tool control, and security.
Multi-Model Agent Architecture: How to Combine Specialist Models in Enterprise AI
A practical architecture for agent systems that combine small models, large models, tools, memory, and routing in private enterprise environments.