The First AI Agent a Broker Builds Should Not Be a Sales Bot

In this episode of The Concrete Voice, Arthur Ambartsumyan sits down with Martin “Marty” Mooradian, Associate Vice President at Colliers in Richmond, Virginia, focused on multifamily brokerage, to discuss how AI agents are being used in real brokerage workflows today.The conversation is about where AI can actually help a broker operate better: follow-up discipline, broker opinion of value preparation, rent analysis, sale comps, underwriting support, offering memorandum preparation, CRM workflows, and better use of data.Marty shares how he started building AI agents around the bottlenecks in his own day-to-day work, including a simple agent that checks whether his assistant is waiting on anything from him and keeps the workflow moving.Arthur and Marty also discuss where AI should not take over: client relationships, voice outreach, final messaging, valuation judgment, and reputation-sensitive decisions.Topics include:Why AI adoption in brokerage should start with workflow bottlenecksHow AI agents can help smaller brokerage teams cover more groundWhy follow-up discipline may be one of the most practical AI use casesWhere human approval still matters in CRE workflowsWhy bad data, hallucinations, and prompt injection create real business riskHow brokers can start experimenting without becoming software engineersWhy AI is useful only when the human remains responsible for the final outputListen if you are a CRE broker, operator, executive, or technology leader trying to understand what AI agents can actually do in commercial real estate beyond the hype.