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Dr. Martin Mulyadi is a full professor of accounting at Shenandoah University who writes and provides expert commentary on technology, AI, analytics, and the future of education and professions. His work focuses particularly on the intersection of accounting technology, AI, and analytics. He teaches upper-division accounting and graduate-level business analytics courses. More about his work can be found at profmulyadi.com.

Guild Mortgage and Axia Home Loans shared their perspectives on how to ensure the health and prosperity of smaller shops at the MBA Secondary & Capital Markets Conference this week.

The regional bank made the deal as part of an effort to bolster liquidity following turmoil among its peers.

Single-family officials at an industry conference also quantified some of the progress they're making with alternative credit data, and noted that digital validations can help reduce defects.

Christine Simone is the CEO & co-founder of Caribou, a software solution for the finance industry to include health care costs and plan optimization for financial plans.

Some in the space say they've seen new players coming in but others disagreed during a panel at the Mortgage Bankers Association's Secondary and Capital Markets conference.

Mark Testa is the executive vice president of Regenexx for Business

During her opening remarks before lawmakers Tuesday, the head of the Federal Housing Finance Agency reiterated that borrowers with strong credit profiles are not being penalized to benefit those with poorer scores.

The investor segment will have to be mindful as it gains ground, executives said Tuesday, noting that the sector takes experience, skill and savvy awareness of risks.

The company, funded by Calterra Capital and led by the former CEO of lender Avlis Partners, is launching the technology in a space that has limited vendor options.