30-YR FIXED6.71% +0.0515-YR FIXED6.04% +0.0610-YR TREASURY4.79% +0.0430-YR TREASURY5.27% +0.025-YR TREASURY4.55% +0.062-YR TREASURY4.39% +0.05FED FUNDS3.75% 0.00SOFR3.65% -0.01DOW53,062 +295S&P 5007,667 +35Freddie Mac · U.S. Treasury · Federal Reserve via FRED®30-YR FIXED6.71% +0.0515-YR FIXED6.04% +0.0610-YR TREASURY4.79% +0.0430-YR TREASURY5.27% +0.025-YR TREASURY4.55% +0.062-YR TREASURY4.39% +0.05FED FUNDS3.75% 0.00SOFR3.65% -0.01DOW53,062 +295S&P 5007,667 +35Freddie Mac · U.S. Treasury · Federal Reserve via FRED®
Thursday, September 3, 2026Bay Area Market: Coverage updated daily

FirstTeam and Purlin on avoiding AI mistakes: ‘Some stuff actually creates more work’

FirstTeam Real Estate’s Lauren Henss and Purlin’s Tim Quirk sit down with HousingWire to touch on the state of brokerage AI adoption.

East Bay residential neighborhood, California
Curated News BriefBased on original reporting by HousingWire (July 30, 2026). The summary below is the Journal’s; the local analysis is original commentary by Omar Murillo.

According to HousingWire, FirstTeam Real Estate, a major California brokerage, has partnered with Purlin to bring an AI-powered operating system into their daily operations. This platform handles contracts, negotiations, transactions, and client communications all in one place, letting agents interact through voice, text, email, and chatbots. The leadership team there discussed what makes AI integration work well and what pitfalls to avoid.

The real value of AI in real estate seems to be showing up gradually across the industry, with the most sophisticated brokerages automating specific business processes rather than just dabbling with general tools. According to Quirk from Purlin, some agents are using AI to streamline compliance work between contract and closing, while others are automating lead nurturing and marketing. But he points out that the landscape is confusing because there are hundreds of small software providers each solving one tiny piece of the puzzle, making it hard for brokers and agents to understand what actually works well versus what's just hype.

Henss emphasized that successful AI adoption requires treating it as a holistic strategy, not just layering new software on top of existing systems. She stressed the importance of education, finding agent champions who believe in the technology and feel ownership of it before rollout, and measuring whether agents actually see a return on their investment through productivity gains and more closed deals. The danger she warns against is what she calls shiny object syndrome, where brokerages grab whatever looks trendy without understanding their actual end goals.

When it comes to what AI cannot replace, both leaders agreed that human expertise remains essential in the parts of the transaction where an agent's knowledge and judgment matter most. Henss pointed out that agents need to be true advisers who understand their clients' businesses and goals, not just order takers. Quirk added that while buyers and sellers can find general information online, they still need a professional who understands the local market particulars and can give them confidence that they're making the right decision.

What I'm seeing locally here in the Bay Area and East Bay is that brokers who are jumping on every new AI tool without a clear strategy are creating confusion and resistance among their agents. The smart operators are the ones thinking about how technology serves their agents' core value proposition, which is deep local market knowledge and trusted advisory relationships. For our sellers and buyers in Fremont and throughout the region, this matters because it means the best agents will be using AI to handle paperwork and follow-ups more efficiently, freeing up their time to actually help you navigate one of life's biggest decisions.