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Mortgage operations and technology insight

Perspective from inside mortgage operations.

Practical analysis on underwriting, title, servicing, compliance, and property preservation & REO — written from operational experience, not general AI commentary.

31 ArticlesPublished by Nexval Editorial
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A diagram illustrating Retrieval Augmented Generation (RAG), showing documents being processed and stored, a user query retrieving relevant information, and an AI model generating a response.
Risk & Compliance

Six Hidden Risks of AI Hallucinations in Mortgage Compliance – Retrieval Augmented Generation (RAG) as a Solution

AI has enormous potential in mortgage banking compliance, offering faster, more efficient ways to navigate the ever-growing maze of regulatory requirements. Yet there’s an undercurrent of risk that those of us…

28 Oct 20265 min readNexval
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Mortgage AI

AP Automation Software for Small Business in 2026

In today’s competitive business environment, finance teams face constant pressure to process invoices faster, improve cash flow visibility, reduce operational costs, and maintain compliance.

12 May 20269 min read
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Automation

Invoice Automation Software with AI That Eliminates Manual AP Bottlenecks

Handling invoices wastes time, invites errors, and costs more money. Companies managing a large number of invoices often face delays duplicate transactions, and poor tracking. Automated invoice software…

05 May 20266 min read
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31 articles / All years / All writing / Page 2
“Mortgage Trends to Watch in 2025: A Glimpse Into the Future of Home Financing, featuring an upward-trending graph, AI, analytics, and home-financing icons.
Mortgage AI

Mortgage Trends to Watch in 2025: A Glimpse Into the Future of Home Financing

Now that we’ve officially stepped into 2025, the mortgage industry is poised for a dramatic shift. With technology advancing at lightning speed, consumer preferences evolving, and economic pressures pushing…

02 Jan 20255 min
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A stylized cloud computing illustration featuring a large shield and keyhole over interconnected clouds, with the headline “Multi-Cloud Strategies for Regulatory and Compliance Readiness.”
Risk & Compliance

Multi-Cloud Strategies for Regulatory and Compliance Readiness

“Meet every standard with confidence.” Picture this: You’re leading a high-stakes project, and everything seems perfect—until a compliance audit appears on the horizon. Suddenly, you’re navigating a maze of…

12 Dec 20243 min
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The Role of Multi-Cloud in Digital Transformation
Data & Cloud

The Role of Multi-Cloud in Digital Transformation

A Map to Innovation: Multi-Cloud as the Enabler Imagine this: You’re the captain of a ship navigating uncharted waters. Your destination? A thriving future powered by innovation, efficiency, and scale. The sea…

12 Dec 20243 min
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A digital illustration of multi-cloud technology, featuring a glowing cloud with an upward growth chart and the text “How Multi-Cloud Can Accelerate Time to Market.”
Data & Cloud

How Multi-Cloud Can Accelerate Time to Market

“Speed is the new currency in digital services.” Imagine standing at the starting line of a high-stakes race. The goal? Launching your product faster than the competition. In today’s digital-first world, every…

12 Dec 20243 min
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Circuit board design with red crossed wires surrounding the word ‘SAMPLING,’ symbolizing blocked or restricted sampling.
Mortgage AI

The End of Sampling: How AI Is Redefining Mortgage Loan Quality Audits

Sampling has long been a cornerstone of mortgage origination loan audits. Whether it’s assessing compliance, monitoring loan quality, or identifying fraud, sampling has offered a practical way to audit without…

20 Nov 20245 min
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A vintage poster featuring W. Edwards Deming and the New York Label & Box Works, with quality-management principles including “Improve Constantly and Forever” and “Break Down Barriers, Work as a Team.”
Operations

Leveraging Deming’s 14 Points for Quality Management in Mortgage Servicing

Quality in mortgage servicing requires a precise approach to ensure accuracy, compliance, and efficiency across diverse functions like escrow management, investor reporting, foreclosure processing, and more.…

06 Nov 20245 min
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Diagram illustrating mean squared error (MSE) loss, showing successive model predictions approaching the target value on a loss curve.
Mortgage AI

Harnessing Gradient Boosting Machines (GBM) of AI to Enhance Credit Scoring for Mortgage Lenders

As a mortgage technologist who has spent over 3 decades working with technology and data in the mortgage industry, I’m always looking for ways to improve processes and drive better outcomes for lenders. One of…

22 Oct 20244 min
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Image of stacked coins overlaid with financial charts and a cityscape, with the text “Is Now the Right Time to Refinance?”
Operations

Is Now the Right Time to Refinance? Expert Insights and Analysis

Homeowners and potential buyers are eagerly awaiting the Federal Reserve’s September 2024 meeting, hoping for insights that will influence mortgage rates. This decision directly impacts the housing market, and…

17 Sept 20243 min
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Cybersecurity essentials for mortgage technology companies in 2024, featuring a central padlock surrounded by digital security and mortgage icons.
Mortgage AI

Cybersecurity Essentials for Mortgage Tech: Safeguarding the Future

Mortgage technology companies are prime candidates for cyber-attacks. Their complex software supply chains risk leaving room for vulnerabilities. Their systems routinely process high-value transactions and…

24 Jul 20245 min
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