Compass AI vs OneStream AI

Subscription for real estate agents. No public pricing — integrated in Compass brokerage platform. Publicly traded (COMP).

Enterprise licensing. No public pricing. Annual contracts. Recently IPO'd (2024). Demo available.

Real estate transaction and market data processed on Compass's platform under agent data handling agreements.

Financial consolidation and planning data processed on OneStream's cloud infrastructure under enterprise data handling agreements.

• ✓AI-powered CMA accelerates listing price analysis that is core to agent value proposition
• ✓Pre-marketing seller identification enables proactive prospecting before properties hit the MLS
• ✓Listing performance analytics provide data-driven marketing adjustment recommendations
• ✓Public company with significant software investment demonstrates sustained commitment to agent technology

• ✓Single platform for close, planning, reporting, and analytics reduces the tool proliferation in enterprise finance
• ✓Mariner AI generates financial narrative commentary reducing the manual writing burden during close cycles
• ✓2024 IPO and FedEx, Hyatt, Groupon validate across major enterprise industries
• ✓AI anomaly detection during close process reduces restatement risk from data errors

• ✕AI tools available only to Compass agents — not accessible to real estate professionals at other brokerages
• ✕Real estate technology is differentiated but commission splits, culture, and market presence also drive agent decisions
• ✕Competing with eXp Realty and Side for technology-forward brokerage agent recruitment

• ✕Enterprise complexity and pricing appropriate only for large organisations with sophisticated financial close
• ✕Implementation requires significant professional services investment and 12-18 month timelines
• ✕Competing with Oracle EPM, SAP BPC, and Workiva for enterprise financial close and planning