Flair Labs says AI voice agents boosted mortgage lead conversion at West Capital Lending

Flair Labs shared results from a one-month deployment with West Capital Lending that it says turned thousands of dormant mortgage leads into live conversations and handoffs. The company says the product is designed to help lenders recover value from leads already in their systems, after raising $4 million from Leo Capital and Y Combinator.

Why it matters: - Mortgage lenders spend heavily to generate leads, but many never become live borrower conversations. - Flair Labs is pitching AI voice agents as a way to recover value from leads already sitting in CRM systems, old databases and past campaigns. - The approach is aimed at helping loan officers spend less time on manual outreach and more time with borrowers ready to talk.

What happened: - Flair Labs announced results from a one-month deployment with West Capital Lending. - The deployment covered 70 West Capital Lending loan officers. - Flair’s AI voice agents called 44,194 mortgage leads. - The system placed more than 318,000 dials. - The agents reached about 11,442 live answers. - The deployment produced 1,788 warm handoffs. - Those handoffs included 1,053 live transfers to loan officers and 735 scheduled callbacks. - West Capital Lending used Flair across new and older lead pools, refinance and HELOC campaigns, purchase inquiries and database reactivation.

The details: - Flair Labs’ AI voice agents handle live conversations, ask qualification questions and route the lead to either a live transfer or a scheduled callback. - The product is built for mortgage-specific conversations rather than generic call center outreach. - Tony Do, Vice President of Real Estate and Broker of Record at West Capital Lending, said the challenge was consistent follow-up at the right moment. - Do said Flair helped identify borrowers ready to engage and connect them directly with loan officers. - Samir Sen, founder and CEO of Flair Labs, said the core problem is the scale of leads and the limited time available for manual follow-up. - Flair Labs said the company recently raised $4 million from Leo Capital and Y Combinator. - The company said the capital will be used to expand its AI voice platform for mortgage lenders, brokerages and loan officers. - Flair Labs said its platform also supports borrowers through voice, text and email workflows. - The company was founded by a team with experience across Stanford, Carnegie Mellon, Apple, Citi and the Stanford AI Lab.

Between the lines: - The results suggest mortgage AI is being positioned less as a replacement for loan officers and more as a triage layer that surfaces the best conversations faster. - The timing matters because lenders are under pressure from a difficult mortgage market, tighter budgets and headcount reductions. - Flair’s pitch is that many lenders already own the revenue opportunity; the problem is execution speed and consistency.

What's next: - Flair Labs plans to keep expanding its platform for mortgage lenders, brokerages and loan officers. - The company is leaning into the idea that the biggest near-term AI gain in mortgage is better lead activation, not full automation of the borrower relationship. - Flair Labs said its system will continue focusing on helping borrowers reach a loan officer before interest fades.

The bottom line: - Flair Labs is betting that AI voice agents can turn overlooked mortgage leads into live borrower conversations fast enough to improve conversion without replacing the human loan officer.