A standard migration from a monolithic system to a modular multiagent architecture typically takes 4-8 weeks, depending on the complexity of your existing workflows and the number of specialized agents required. We follow a phased approach: 1-2 weeks for discovery and architecture design, 2-4 weeks for core agent development and integration, and 1-2 weeks for testing and deployment. For complex systems with extensive legacy integration, timelines are scoped during the initial assessment. Our goal is to minimize disruption while delivering a functional, scalable system on a predictable schedule.