About This Architecture
Workspace Strategy AI Platform on Azure integrates enterprise data sources—ArchieApp, Workday, SAP/Oracle Finance, Lease Management Systems, and Badge Access—through Azure API Management and Event Hub into a multi-agent orchestration layer powered by LangGraph. Seven specialized agents (Workspace Strategy Orchestrator, Scenario Planning, Workforce Forecast, Capacity Intelligence, Lease Intelligence, Financial Analysis, and Policy/Rules) decompose user intents and collaborate via shared tools including RAG retrieval, calculators, and visualization engines. An optimization engine using OR-Tools and Pyomo solves mixed-integer programming problems to generate feasible scenarios and trade-off analyses, which a Recommendation Agent narrates and a Reporting Agent delivers as dashboards, PowerPoint, PDF, and Excel exports to CFOs, real estate teams, and workplace strategists via Web Portal, Teams, Copilot for Microsoft 365, and mobile. This architecture demonstrates enterprise-scale agentic AI for complex multi-stakeholder decision-making, combining deterministic optimization with generative AI to balance cost, capacity, compliance, and employee experience. Fork and customize this diagram on Diagrams.so to adapt agent workflows, data sources, or reporting channels to your organization's real estate and workplace strategy needs.