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.

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How can enterprises build a multi-agent AI system on Azure to optimize corporate real estate and workspace strategy decisions?

This diagram shows a seven-agent architecture on Azure where LangGraph orchestrates specialized agents (Scenario Planning, Workforce Forecast, Capacity Intelligence, Lease Intelligence, Financial Analysis, Policy/Rules, and Data Quality) that consume data from Workday, SAP, ArchieApp, and Lease Management Systems via Azure API Management and Event Hub. An optimization engine using OR-Tools solves

Workspace Strategy AI Platform Architecture

AzureadvancedLangGraphmulti-agent AIcorporate real estateoptimizationenterprise architecture
Domain: Cloud AzureAudience: Enterprise architects and corporate real estate strategists implementing AI-driven workspace optimization on Azure
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Created by

July 24, 2026

Updated

August 8, 2026 at 6:58 PM

Type

flowchart

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