FirstTeam Real Estate Partners with Purlin to Deploy AI Operating System, Focusing on Measurable Efficiency Gains

FirstTeam Real Estate, a significant player in the California real estate market, has announced a strategic partnership with Purlin to implement an advanced artificial intelligence (AI)-powered operating system across its brokerage operations. This collaboration is designed to enhance efficiency and productivity by integrating Purlin's suite of AI tools, including PurlinOS, Purlin Close, and Purlin Offer & Negotiate, into a single, cohesive platform. This unified system will manage critical aspects of the real estate transaction lifecycle, from initial contract negotiation and offer management to the final closing process and ongoing client communications.

In 2025, FirstTeam Real Estate demonstrated substantial market presence, reporting a transaction volume of $6.12 billion. This figure placed the brokerage at the 34th national rank for volume. Furthermore, the company successfully completed 5,978 transactions, securing the 67th national position for the number of deals handled. These metrics underscore FirstTeam's scale and operational capacity, making its adoption of AI a significant development within the industry.

The integration allows real estate agents to interact with clients and manage workflows through a variety of intuitive channels, including voice commands, text messages, email, and a dedicated chatbot interface. This multi-modal approach aims to cater to diverse agent and client preferences, thereby improving accessibility and responsiveness.

Lauren Henss, vice president of marketing and strategic initiatives at FirstTeam, and Tim Quirk, chief revenue officer at Purlin, shared insights into the current state of AI adoption within brokerages during a discussion with HousingWire. They emphasized the importance of distinguishing between superficial software additions and genuine AI integrations that deliver tangible improvements. A key focus of their conversation was on how brokerages can successfully navigate the complexities of AI implementation and avoid common, costly mistakes that can lead to increased workload rather than efficiency.

Quirk noted that AI adoption varies significantly among real estate professionals. While some agents are still in the early stages of exploring AI for basic tasks like content generation, a more advanced segment of agents is actively leveraging AI to automate core business processes and streamline operations. He highlighted specific areas where Purlin's AI is demonstrating measurable impact, such as improving compliance coordination between the contract and closing stages of a transaction. Additionally, the AI is being utilized on the front-end of the business to automate marketing efforts and nurture leads, particularly within a broker's sphere of influence. The partnership between FirstTeam and Purlin signifies a commitment to embedding AI deeply into the brokerage's core functions, moving beyond mere software layering to achieve genuine operational enhancements and a competitive edge in the dynamic real estate market.