The first useful piece of business advice Duane Andrews remembers arrived in a freshman accounting classroom. The professor looked at a room full of general business majors and asked, in effect, what would make any of them distinct when graduation sent them into the same job market as thousands of others. Pick an emphasis. Build a recognizable skill. Earn the grades. Andrews left class and switched to accounting.
It is a tidy origin for a founder who would spend his career making uncertain things more legible. A balance sheet turns a business into columns. A property valuation turns a house, neighborhood and market into a defensible opinion. Clear Capital, the company Andrews co-founded with Kevin Marshall, would eventually sit between homes and consequential financial decisions, supplying the data, analytics and valuation tools that help lenders decide what they can trust.
There was no dramatic dorm-room epiphany. Andrews earned a bachelor's degree at Biola University, completed an MBA in real estate finance at the University of Southern California and obtained his CPA certificate while working at KPMG Peat Marwick. The sequence suggests a builder assembling instruments before selecting a construction site.
The Wall Street Journal as a compass
By 1999, Andrews was searching for what came next. He has described an unusual routine: praying for direction, then reading The Wall Street Journal in hope that the answer might appear among the markets and company news. The ritual was personal; the conclusion was practical. His industry was underusing technology.
He hired a technologist and began developing software. In 2000, that work became REONetwork.com, an online directory built to connect managers of real estate-owned properties with brokers and other real estate professionals. The premise sounds modest today. At the time, merely moving a trusted professional network onto the web removed genuine friction.
Clear Capital followed, recording its first order in 2001. The company applied the same instinct to a larger problem: make property information easier to collect, analyze and use. An industry once proud of how many fax machines it could marshal to deliver broker price opinions was about to become a data business.
A crisis makes accuracy expensive
The housing crash arrived seven years after Clear Capital's first order. For valuation businesses, the crisis was both catastrophe and audit. Home prices had detached from fundamentals, distressed inventory was swelling, and lenders needed to understand collateral in markets changing faster than old records could show.
While other mortgage companies contracted or disappeared, Andrews chose to invest. Clear Capital launched an appraisal division in 2007 and a data products division in 2008. A business profile published the next year reported 27 percent revenue growth for 2008. The wager was not that a bad market felt good. It was that a bad market made sound information more valuable.
“The focus should be on what's best for the customer; that's the buyer or lender, not the real estate agent or the appraiser.”Duane Andrews
That line reveals Andrews's preferred center of gravity. Property valuation involves many professionals, each with expertise and incentives. The test is whether the work improves the decision for the person relying on it. During the crash, Clear Capital combined public recorder and assessor information with property data arriving through daily operations. Speed mattered because stale certainty is a rather decorative form of error.
There was another constraint Andrews treated as strategic: financial structure. Clear Capital's early operating principles included paying vendors promptly, avoiding debt and maintaining cash reserves. In a financial-services company, prudence can sound like wallpaper. In a housing crisis, it becomes oxygen.
Nice people, hard numbers
Clear Capital's cultural vocabulary has long included the phrase “nice people.” It is charmingly uncorporate, especially beside automated valuation models, appraisal review and collateral risk. Andrews has said he looks for genuine, talented employees who embrace the company's values and care about customers and colleagues.
Niceness here is less about pleasant meetings than reliable handoffs. A lender, appraiser, data scientist, broker and homeowner may each touch a valuation process. One person's shortcut can become another person's risk. Courtesy, translated into operations, means returning the call, checking the outlier and remembering that a parcel number eventually resolves into somebody's kitchen.
The company's Nevada setting gives that sensibility a fitting backdrop. Clear Capital is headquartered in Reno; Andrews lives in Incline Village beside Lake Tahoe. Public biographies list golf, skiing, auto racing and triathlons among his interests, a collection that ranges from patient calibration to controlled speed. It would be too convenient to turn a weekend into a management theory, but the mix suits a career spent balancing precision with motion. Even the company's motto, “wherever it leads, whatever it takes,” sounds less like a framed value statement than directions handed over at the start of a mountain road.
Andrews calls staying true to the company both a major achievement and a major challenge. That is the honest formulation. Culture grows difficult precisely when it succeeds. The founder can no longer demonstrate every norm personally. A slogan must survive software releases, acquisitions, market cycles and the arrival of people who did not witness the first order.
The house becomes data
The technological distance covered in Andrews's career is almost comic. Broker price opinions once traveled by fax. Now a person can walk through a house with a smartphone while software produces a floor plan and calculates gross living area. Mobile sensors, machine learning and computer vision can turn images into structured observations about a property's condition and quality.
Clear Capital's acquisition of CubiCasa in 2022 placed digital floor plans inside that broader data system. By the time of the 2025 GTCR investment, CubiCasa's product was used in approximately 30 percent of new US real estate listings. In 2026, Andrews appeared with leaders from Restb.ai to discuss combining computer vision with valuation data, including the less flashy and more important question of responsible AI in a regulated industry.
and inspection
and condition data
professional review
decision
Andrews sees homeowners playing a larger part in this process. The person who knows the house best could contribute data at a convenient time, while technology standardizes what is captured. Done well, this could make a mysterious appraisal process more participatory. Done carelessly, it merely gives uncertainty a polished interface. The work is to increase convenience without lowering confidence.
The patient founder takes a partner
For decades, Clear Capital had no outside investors. Andrews once described the company as steadily profitable, debt-free and wholly aligned around creating wins for customers, employees and vendors. Bootstrapping was not just cap-table trivia. It shaped the pace, the culture and the set of promises management could make.
Then, in July 2025, private equity firm GTCR made a significant investment and became the majority shareholder. Andrews stayed CEO and retained substantial equity. The transaction was Clear Capital's first outside investment. Its stated agenda included more investment in technology and infrastructure, a broader set of valuation and data products, further integration of CubiCasa and acquisitions.
“Our mission remains the same: to build confidence in real estate decisions to strengthen communities and improve lives.”Duane Andrews, on the GTCR partnership
It is tempting to frame this as a conversion from patience to speed. The more useful reading is that patience accumulated options. A founder who had already endured the web's awkward adolescence, a housing crash and a pandemic-era reinvention of remote property work could choose capital for expansion rather than survival.
The choice brings a new kind of measurement. Can Clear Capital accelerate acquisitions and product development without turning “nice people” into antique signage? Can computer vision reduce blind spots while keeping accountability visible? Can homeowners gain a role in property data without inheriting the burden of proving their homes to an algorithm?
Andrews's story offers no theatrical shortcut. Its reusable lesson is quieter. Develop a skill that distinguishes you. Look for important work still trapped in clumsy tools. Protect enough financial room to act when the market panics. Treat relationships as infrastructure. Then notice when the discipline that built the first act should finance a bolder second one.
The freshman chose accounting because it would make him stand out. The founder chose software because his industry lagged behind. Twenty-five years on, the decision is no longer whether property valuation will become digital. It is what kind of judgment will live inside the machinery, and who will trust the answer when a home becomes a number.