There was a time when the word “automation” told a mortgage lender everything they needed to know about a new technology. In the early days, industry professionals needed to take some of the human touch out of the origination process to speed it up and reduce errors. While work continues to automate more of the process, the concept isn’t as exciting as it once was.
Over the past 20 years, lenders have invested in many tools that promised to automate the mortgage process but didn’t deliver. Today, the best automation is controlled by smart systems, either at the point of sale or embedded in the loan origination system. The best systems direct the automation using a combination of data, machine learning and so-called “authentic intelligence,” which involves human intervention.
It takes a central brain inside the system to make mortgage origination automation possible for the lender. There are opportunities throughout the entire mortgage process to incorporate smart technology, but where the central brain of the operation should be situated is a subject of some debate.
In a refinance-heavy market, where loans are falling from the sky, having a smart loan origination system is enough to push through high volumes. But in a purchase-oriented market, the brain of the operation should focus on the beginning of the process: lead generation, managing relationships and winning the borrower. When lenders choose to implement smart technology at the beginning of the loan process, it offers more leads and better client relationships to the originator.
Rise of smart systems
Applying authentic intelligence and machine learning to mortgage technology was a natural evolution of increased automation. If the system can’t make decisions on where to route work between automated processes, it will still require a lot of human intervention, which opens the process to human error. These are the very things automation was supposed to eliminate.
It was a natural step to create systems that can store complex workflow information, routing the work where it needs to go. When this first hit the market in the mortgage industry, some referred to it as “loan manufacturing” because it was capable of moving loans like physical products down an assembly line to the closing table.
If you really want to do a great job with every borrower — which is vitally important in a purchase-money market like the one we’re in now — you need to move your smart system all the way to the front.
Over the years, the loan origination system (LOS) has become a sort of central processing unit. Through advanced programming interface integrations, which connect applications together, the LOS is capable of taking many loans through the process completely on its own.
For a long time, it was assumed that since the LOS was the database of record, it was the logical place to put the most emphasis and control. Streamlined loan manufacturing using these smart systems worked quite well during the recent refinance boom. These relatively simpler mortgage transactions flew down the assembly line because lenders had plenty of time to dial in their process.
But times are different now. In a purchase-money market, lenders are dealing with a more complex product with many variations. They are often not in control of every aspect of the process. Unlike refinance loans, which fell into lenders’ laps on a regular basis, originating purchase-money loans requires lender outreach.
This is good news for the developers of point-of-sale (POS) software, who have spent the past few years perfecting their tools. POS software quickly evolved into smart front-end systems that could do much of the work involved in originating a loan before it was ever sent to the LOS.
As lenders adopted AI-powered point-of-sale systems, the smart part moved closer to the front of the origination process. This makes a lot of sense: The better job the lender does at the very beginning of the process, the less likely the applicant is to go with another lender. We know that many borrowers are applying with a number of different lenders and then choosing the one that serves them best. But is this the best part of the mortgage process in which to use smart technology? Maybe not.
Relationship engagement
Having the smartest technologies closest to the point of sale makes good sense. But this isn’t close enough to the beginning. If you really want to do a great job with every borrower — which is vitally important in a purchase-money market like the one we’re in now — you need to move your smart system all the way to the front.
That’s why the brain of the mortgage lending operation needs to live in the customer relationship management (CRM) system. Of course, that was difficult in the past because there were no smart CRMs. In the beginning, these tools were little more than a database of prospects that could track conversations between an originator and a potential mortgage applicant. Even today, many big-box CRMs are still cumbersome and complex, making them more frustrating than helpful for the user.
What originators truly need is a relationship engagement platform — a smart CRM that is built in a similar way to other mortgage processing software and can have the same connections to third-party technologies. But unlike a loan origination system, it can engage with consumers before they have filed an application for a new loan. And unlike a point-of-sale system, it can hold the consumer and nurture them until they are ready to begin the process of taking out a new loan.
There are many other tools that can now be wired directly into a smart CRM. For instance, there are tools that scan a lender’s past-client database for new leads. These are powerful prospecting tools, but if all they do is drop the lead into a queue and hope an originator will make the call (like other CRMs do), they will fail. These tools are most effective when they prospect and drop leads directly into the lender’s smart CRM, where they can be routed automatically to an originator, marketing list or other form of outreach.
A smart CRM is a powerful tool for sales managers, allowing them to send and track leads, observe engagement and measure results. They provide automated work queues, serving up leads that are complete with borrower information and call scripts. Furthermore, they can automate the task of nurturing a consumer until they are ready to begin the origination process, never losing track of them and never letting the prospect forget about the lender.
Best of all, a smart CRM can feed prospect information directly to the POS system, directing the automation already built into these tools to begin the process whenever the consumer is ready. By the time it gets to the LOS, underwriters and processors have everything they need to efficiently handle the loan.
A new market
If a lender had a never-ending source of loan applications, like they saw during the refi boom of 2020 and 2021, having a good LOS or an automated POS might be enough. That won’t work in a purchase-money market. And frankly, it doesn’t fulfill all the promises automation has made to the industry.
When half of your prospects aren’t ready for a new loan, whether for credit reasons or because they haven’t found the right home yet, these leads can live in the CRM until they are ready to move forward. The CRM should be smart enough to keep the leads warm until they are ready to transact. Smart technology with built-in marketing automation can do that.
And don’t forget about the real estate agent. In a purchase-money market, they are as much your client as the borrower is. Smart CRMs provide these important business referral partners with marketing tools and information, leads for new potential homebuyers and status information for all loans in process. Each of these things make real estate agents more successful at what they do.
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In a mortgage market where interest rates are rising and sales volumes are falling, lenders are going to have to get smart to compete. With a modernized smart CRM as the brain of the process, every other system is made more effective as the CRM provides the right information to the right party at the right time.
Anything less and the lender might not be the first source the homebuyer thinks about when they are ready to finance their new home. Fortunately, smart CRM technology built specifically for the mortgage industry exists today as a tool to help any lender be successful in this purchase-money market. ●
Dan Harrington is CEO and co-founder of Usherpa, a customer relationship management-relationship engagement platform that empowers mortgage lending and real estate professionals with intuitive automated marketing, engagement tools and customized content. He has more than 25 years of experience in integrated fintech relationship management, developing state-of-the-art CRM platforms combined with automated content marketing services.
President of Greenside Capital, a top boutique brokerage specializing in investor financing. Former top producer and leader at Rocket Mortgage who helped redevelop multiple client-facing roles, partnered with Morgan Stanley and American Express, and earned dual master’s degrees in Business and Finance while working full-time. Kurt is redefining the client experience around homeownership, wealth building, and financial literacy.
James Burton is a South Carolina mortgage loan officer known for Lending the Lowcountry. With over four years of experience and a proud family legacy in mortgage lending, James became a top producer early in his career. A Citadel graduate and avid outdoorsman, he’s recognized for his relentless dedication, five-star service, and commitment to being his clients’ lender for life.
JD Cutri is the VP of Non-Delegated Lending for Plaza Home Mortgage, where he is responsible for driving growth and expanding Plaza’s Non-Delegated Correspondent production nationwide. Throughout his career, Cutri has been recognized for his leadership and performance, earlier as Co-Founder of Plaza’s Young Mortgage Professionals Association and more recently earning Plaza’s Select Circle Award and ranking as one of the company’s top producers.
Nate Clear, President of FirstFunding, is transforming warehouse lending through innovation and disciplined execution. He has doubled monthly fundings, tripled sales, and launched new onboarding, training, and client service programs that improved efficiency, responsiveness, and client experience. Clear’s leadership drives agility, inclusion, and sustainable growth-fueling record performance.
As a producing branch manager, DeJesus stands out for leadership, drive, and consistently exceptional results. Since opening Planet’s Bethlehem, PA branch in 2022, he’s built a high-performing team focused on affordability, personalized guidance, and lifelong relationships. A NAHREP and Planet President’s Club Top Originator, he also supports local animal shelters, helping families and pets alike find their forever homes.
Abbie Newell is a seasoned Mortgage Closer at American Heritage Lending, bringing over a decade of experience; known for her precision, communication, and care, she ensures every deal, from purchase to refinance, closes smoothly. Her expertise across FHA, VA, USDA, and state housing programs strengthens AHL’s commitment to service and excellence.
Joseph Morley is a Senior Account Executive at Park Place Finance, supporting lending operations and driving revenue growth. He specializes in building strong client relationships, developing strategic partnerships, and delivering consistent results through deep industry knowledge and proven sales expertise.
Alli joined Leader Bank after grad-school and immediately made an impact with creative solutions for connecting with real estate agents and educating homebuyers. Alli is dedicated to developing accessible educational tools, classes, and content for young homebuyers, and to empowering her generation to get access to powerful wealth-building tools. Her impact at Leader has been instantly positive, and we’re proud to have her on the team.
Tracy Mock, is a Mortgage Sales Manager for Gateway Mortgage based in San Antonio with a decade of industry experience. She focuses on helping first-time buyers navigate FHA, VA, conventional, and down-payment assistance programs with straightforward guidance, proactive updates, and disciplined loan management. Tracy’s approach combines clear budgeting, realistic timelines, and consistent communication to minimize surprises and keep transactions.
Rocco Mandarino, Branch Manager of Maverick Lending NYC, is one of private lending’s fastest-rising leaders. Specializing exclusively in DSCR and investor financing, he partners with top brokers, luxury SFR investors, and build-to-rent developers nationwide. Having surpassed $100M in his first year, Rocco is redefining speed, precision, and execution as the new gold standard in private lending.
Bryan Lovern is an Originating Branch Manager at CrossCountry Mortgage. Since joining the mortgage industry in 2013, Bryan has used his years of experience as a sales manager to become an expert in FHA loans, refinances, and the local market, providing exceptional customer service to his clients. Bryan is based in Crofton, Maryland.
Andy Levison is the Associate Director of Retail Originations at Groundfloor Lending. Since joining in 2020, he is the company’s top producer. Fluent in Spanish, he drives growth among the company’s Spanish speaking demo. In 2025 alone, he is projected to originate more than $110 million in loan volume. In 2023, he was tasked with expanding Groundfloor’s presence in Nashville, which has since become a key growth area. He also mentors new hires.
Chris Leon is a Regional Vice President and Originating Branch Manager at CrossCountry Mortgage. Based in Sierra Vista, Arizona, Chris has been recognized as a Scotsman Guide Top Originator since 2016 and as the #1 Latino Mortgage Originator in the Southwest by National Association of Real Estate Agents. Chris is dedicated to serving his borrowers as a loan officer, bringing the dream of homeownership to members of community.
Eric Krattenstein is the Managing Director of American Heritage Lending, leading national sales, marketing, and growth for one of the nation’s premier Non-QM and private lenders. With over a decade of executive experience in real estate finance, he drives scalable growth through data-driven strategy, innovation, and leadership that continues to redefine Non-QM lending nationwide.
Abdel Khawatmi is the Branch Manager at PRMG & a President’s Cabinet Member recognized among the nation’s top 1% mortgage originator. A visionary leader known for scaling teams through technology, automation, and culture, he’s redefined what modern lending looks like. From national stages to mastermind events, Abdel empowers loan officers to systemize success, serve with impact, and build sustainable growth through innovation reshaping the modern
Victoria Kammer is an Originating Branch Manager at CrossCountry Mortgage, specializing in first-time homebuyers, jumbo loans, non-QM loans, purchase, and refinance. With a passion for the mortgage industry, Victoria has dedicated the past 15 years to supporting clients through the loan process and helping them find the home of their dreams. She recently earned recognition on Scotsman Guide’s 2025 Top Originators list. Victoria is a graduate of Lafayette College and resides in Philadelphia, Pennsylvania.
In just four years, Ryan Kearns has grown Kearns Mortgage Team from a solo start into a six-member brokerage known for client-first service and steady year-over-year growth despite challenging market environments. By blending education with technology, he creates clarity and confidence for families navigating the mortgage process. He serves on Hillsborough County’s Affordable Housing Advisory Board, shaping initiatives that expand opportunity.
Julian Zimmerman is the Director of Lending Operations at Groundfloor, where she has transformed the company’s lending infrastructure and operational efficiency since joining as a processor in 2020. In 2023, she built Groundfloor’s Loan Origination System and Borrower Portal from the ground up, doubling originations and improving compliance. In 2024, she launched the servicing platform, unifying and modernizing the borrower experience.
Daniel Norris is a Sr. Relationship Manager at American Heritage Lending, where he builds and maintains strong partnerships with brokers and clients nationwide. With over four years at AHL, Daniel is known for his responsiveness, attention to detail, and commitment to delivering the speed and service that define Non-QM lending redefined.
Phi Nguyen is a Senior Loan Processor at American Heritage Lending, bringing over four years of Non-QM experience and a unique background in education. Her strong communication and problem-solving skills help guide clients through each step with care and precision. Known for her balance, empathy, and dedication, Phi embodies AHL’s people-first approach to lending.
A top-producing loan officer with six years of experience at Southern Trust Mortgage, Kylie Raffi is dedicated to helping Hampton Roads families achieve homeownership. In 2024, she earned the Virginia Housing Bronze Award for assisting 23 families and securing $380,000 in grants, a testament to her commitment to affordable lending, community impact, and unwavering dedication as a trusted advocate for her clients and partners.
A Hampden-Sydney College graduate with a background in construction and eight years of mortgage experience, Brandon Reilly is a trusted leader in Richmond, VA. Specializing in first-time, jumbo, and construction loans, he guides clients with patience and expertise. Brandon’s consultative style and community focus reflect his belief that every client deserves personalized care and attention.
Charles Ryan is a top-producing Account Executive celebrated for his unwavering dedication, professionalism, and passion for helping clients succeed. With multiple 5-star reviews, Charles has earned a reputation for delivering exceptional service, clear and confident communication, and personalized lending solutions tailored to each client’s unique goals.
Born in Juneau, Alaska, Jordan Saceda learned early that smart financial decisions matter more than income. After moving to California, he found his calling in mortgages-helping families and investors navigate real estate with clarity. Jordan treats every client like family because he knows what’s at stake when financing a home.
Milad Shamoun, Founder of Loan Goat, is a dominant force in California’s real estate finance world. A former U.S. Marine Sergeant, he transformed military precision into business excellence. Today, he stands as one of the top residential & commercial hard money lenders in the state. Known for creative marketing, funding large loans, deep market expertise, & relentless drive, Milad has made Loan Goat a gold standard in trust, speed, & results.
With a kind-hearted approach and strong work ethic, Kayla Tarabay guides clients through every step of the mortgage process with clarity and care. Kayla’s dedication and commitment to building her personal brand have taken her business to new heights this year. Outside of work, Kayla is a proud mom, dog lover, and fitness enthusiast who believes life should be filled with energy, purpose, and a little fun.
Chaim Weiser, Loan Officer at The Leopard Group, is rapidly earning recognition in the mortgage industry. Specializing in QM, Non-QM, bridge, HELOC, and commercial financing, he is known for precision, responsiveness, and strategic deal structuring. With strong relationships and a results-driven approach, Chaim delivers high-impact solutions and stands out as a true Top Emerging Star.
Julia Willetts began her career at Merchants in 2016 and has since earned two promotions, now serving as Vice President of Loan Originations. Over the past year, she has funded more than $108M in loans across 15 states, helping real estate investors finance both rehab and new construction projects, while leading a team of loan originators that deliver exceptional service from start to finish.
Matthew Ziegert is a Divisional Sales Manager at CrossCountry Mortgage specializing in purchase and refinance. He built his business around helping clients achieve homeownership by finding the ideal loan for their unique circumstances. Matthew has ranked in the top 1% of loan officers nationwide for the last eight years. He resides in Rockaway, New Jersey, with his wife and children.
Nate Clear, President of FirstFunding, is transforming warehouse lending through innovation and disciplined execution. He has doubled monthly fundings, tripled sales, and launched new onboarding, training, and client service programs that improved efficiency, responsiveness, and client experience. Clear’s leadership drives agility, inclusion, and sustainable growth-fueling record performance.
Alli joined Leader Bank after grad-school and immediately made an impact with creative solutions for connecting with real estate agents and educating homebuyers. Alli is dedicated to developing accessible educational tools, classes, and content for young homebuyers, and to empowering her generation to get access to powerful wealth-building tools. Her impact at Leader has been instantly positive, and we’re proud to have her on the team.
Andy Levison is the Associate Director of Retail Originations at Groundfloor Lending. Since joining in 2020, he is the company’s top producer. Fluent in Spanish, he drives growth among the company’s Spanish speaking demo. In 2025 alone, he is projected to originate more than $110 million in loan volume. In 2023, he was tasked with expanding Groundfloor’s presence in Nashville, which has since become a key growth area. He also mentors new hires.
Brent Hoffman made a bold move to give clients and partners the best. For nine years at PRMG, he’s built success on transparency, efficiency, and genuine care. As a Branch Manager and President’s Cabinet member, he delivers competitive loans with fast approvals and smooth closings. His independent structure ensures personalized service, and his passion shines through in every transaction.
Peter Jose is a dynamic Branch Manager with a finance degree and a passion for helping people achieve homeownership. Known for his professionalism, enthusiasm, and creative problem-solving, he ensures borrowers feel informed and supported. A member of PRMG’s President’s Cabinet, he brings energy, expertise, and genuine care to every loan.
In 7 years, Kevin has risen from Sales Associate to VP of Sales. He led his team of 11 originators to break company records, funding $800M/1,500 units in 2 years. A transformative leader with exceptional sales acumen and relentless work ethic, Kevin’s impact reaches far beyond his own production of $100M+. Balancing scale with personalized service, he has built systems, launched initiatives and solidified partnerships to drive enduring success.
In 2023, Lauren helped launch Leader Bank’s Cape Cod Mortgage Office and has spent the time since helping to build the Leader Cape Team from the #11 to the #2 Purchase Lender in the area. Her personal expertise and experience has seen her own volume rise over 40% to $40 million and counting in 2025. In the last few years she has successfully built her own business, helped build a whole new loan office, and raise 3 children. She is a rock star!
Andres Saias, Chief Lending Officer & founding Board Member at RBI Private Lending, is a seasoned real estate finance expert in real estate investment finance. With degrees from Georgetown (M.S. Real Estate) & Boston U, he’s driven RBI’s growth since 2015.
Erica LaCentra, CMO at RCN Capital, has transformed the brand into a national leader. Her fearless leadership, strategic vision, and mentorship drive award-winning campaigns and industry innovation. Honored by MPA, NMP and more, she’s earned widespread recognition for her impact, with multiple industry accolades celebrating her innovation and influence. Erica is a trailblazer in private lending and a role model for women in marketing.
Kyle Johnson is a nationally ranked Branch Manager and Mortgage Advisor with CrossCountry Mortgage, leading a top-performing team based in Lacey, WA. Helping families across the country, he’s guided over 2,000 families nationwide with a concierge-level approach rooted in clarity, care, and expertise, specializing in VA loans and relocations for military families.
Chania Ford is a Business Development Manager at Groundfloor Lending. A first-generation Caribbean-American from New York City, she transitioned from product development to real estate finance, quickly excelling in investor relations. Known for her confidence and relationship-building skills, she’s a trusted partner to both new and experienced investors.
Alec Finn is a Producing Sales Manager at American Heritage Lending, helping real estate and mortgage professionals grow their referral networks and expand their Non-QM business. Based in Chicago, he drives Midwest market growth through creative lending solutions, strong partnerships, and a results-driven approach that reflects AHL’s mission to redefine Non-QM lending nationwide.
Daniel is a Scotsman Guide Top Originator and 40 Under 40 winner. Through a referral-driven approach, he has personally funded over $1 billion in volume. Halvorsen is Northeast Florida’s #1 retail originator (CoreLogic) and a leading originator for loans utilizing Florida Housing Corp. DPA programs. He champions accessible homeownership, enjoys guitar and family time, and supports Clarke Schools For Hearing & Speech and Wolfson Children’s Hospital.
A James Madison University graduate who began his career in mortgage marketing, Travis Harris has spent over a decade redefining community service through lending. Since 2012, he’s helped hundreds of Hampton Roads families achieve homeownership through creativity, education, and strong builder and Realtor partnerships. Known for his sharp mind and local heart, Travis builds lasting relationships through exceptional service.
Connor Donovan serves as Chief Revenue Officer at Park Place Finance, leading the sales team and managing lending operations nationwide. With his experience in mortgage and financial services, he drives revenue growth, builds strategic partnerships, and leads high-performing sales teams through expert leadership and industry insight.
Tom Evans combines industry expertise with genuine enthusiasm for helping people reach their homeownership goals. He works with everyone from first-time buyers to seasoned investors and those seeking second homes in Vacationland. Known for his quick thinking, strong problem-solving skills, and client-first approach, Tom delivers thoughtful lending solutions designed to fit every borrower’s needs.
Justin Margolis is a top 1% Originator and PRMG President’s Cabinet member known for his leadership in Non-QM lending. As VP of Non-QM Business Development and Branch Sales Manager, he drives growth, optimizes operations, and supports partners across Retail, Wholesale, and Correspondent channels. A Scotsman Guide Top Originator, Justin brings expertise, energy, and a results-driven focus to every transaction.
Daniel Lemeshev is the SVP of Mortgage Lending at CrossCountry Mortgage, specializing in purchase, refinance, and first-time homebuyers. He has earned recognition as a Top 40 loan originator in the U.S., according to Scotsman Guide. Daniel is based in Hoboken, New Jersey.
Jessica Davolio | 35
Leader Bank
Massachusetts
6 years in business
Jess is a client advocate. She works through complicated and difficult deals with an unmatched tenacity. Her clients are consistently amazed by her consistent efforts to put them in the best financial position. In her first year with Leader Bank she grew her production volume by 90% to over $25 million and is set for even greater heights in 2026. She’s active in local mom’s groups, a golfer, and she never shies away from trying something new!
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