Flair Labs

Based in Seattle, US, and founded in 2023 by Samir Sen (CEO), Eddie Wu, Jeffrey Zhang, Flair Labs, Inc. trading under the name Flair Labs, develops specialized voice AI technology for real estate and mortgage industries. In December 2025, Flair Labs, Inc. raised USD 4 million in seed funding led by Leo Capital, with participation from Y Combinator, Rebellion Ventures and Team Ignite Ventures.

Flair AI focuses on voice AI solutions targeted at the mortgage and real estate sectors. Their flagship product is a 24/7 digital concierge designed to enhance customer engagement by managing inquiries related to buying and selling homes. This voice assistant utilizes data from millions of conversations to provide optimized responses tailored to customer needs, such as home search criteria and budget details. Flair AI's offerings are aimed at high-growth teams in North America and Europe, integrating seamlessly with existing CRM systems.

Flair AI operates on a subscription-based revenue model, offering clients access to their voice AI technology through various pricing plans. Clients primarily include real estate agencies and mortgage companies, which utilize the digital assistants to improve operational efficiency and customer engagement. The pricing structure typically involves an initial setup fee for AI assistant integration, followed by monthly or annual subscription fees that vary according to usage and selected features. The company plans to use the December 2025 funding to expand its engineering team, deepen its mortgage-compliance stack, and continue developing voice AI for lending and financial services workflows.