Shilo has introduced 1:1 Coaching, an autonomous AI sales coach designed to improve agent performance by analyzing call data. The launch comes as the real estate industry grapples with a 87% attrition rate and 40% to 60% lead waste, according to the company.

The tool targets a persistent pain point in real estate: poor conversion on inbound leads. By mining recorded sales calls, the AI delivers personalized feedback and coaching, aiming to help agents close more deals without manual oversight.

"This technology addresses the massive inefficiency of agent training and lead follow-up," a company representative said. While the platform does not directly change mortgage rates or home prices, it could improve agent productivity and brokerage revenues if widely adopted.

Critics question whether AI can replace seasoned sales mentorship. The coaching relies entirely on call data, which may miss nonverbal cues or market-specific strategies that experienced managers provide. Brokers may also face resistance from agents wary of having their calls analyzed.

The news underscores a broader push toward automation in real estate tech. As remote work and digital tools reshape the industry, platforms like Shilo's could become standard, though the effect on overall market dynamics remains unproven.