Longtime MBA NewsLink contributor Mark Dangelo says tomorrow’s requirements are not about technologies—they are about the data. “Without a clear purpose, framework and repeatable diagnostics, success over data will be claimed—not won.”
Tag: Mark Dangelo
Reinventing the Mortgage Data Core: Why Agentic AI Will Stall Without a Data Foundry
Longtime MBA NewsLink contributor Mark Dangelo argues that the next era of mortgage competitiveness will be determined by whether institutions reinvent their data core through a data foundry model.
What Comes Next for AI in the Mortgage Industry
Longtime MBA NewsLink contributor Mark Dangelo writes that without trustworthy data complete with lineage, AI will never scale, let alone adapt.
AI Alone Won’t Save Us: Why Data is the Real Fuel for Mortgage Reinvention
Longtime MBA NewsLink contributor Mark Dangelo says mortgage leaders are chasing AI promises, “but the real path to profitability begins with something less glamorous–data modernization.”
Miss This Train, Miss the Future: Mortgage Banking’s Metro Map 2025-2028
Given all the noise about lending, agencies, regulations, profitability and technologies, industry leaders have to remind themselves why they are mortgage bankers—to help Americans own a home.
FDTA, SBR, and MISMO: Why Data Standardization is a Strategic Imperative
Longtime NewsLink contributor Mark Dangelo says data modernization is not about regulatory compliance; it’s about regulatory consistency.
FDTA, SBR, and the MISMO Opportunity: Why Data Standardization Is Mortgage’s Next Strategic Imperative
Longtime NewsLink contributor Mark Dangelo says data modernization is not about regulatory compliance; it’s about regulatory consistency.
From Surviving to Transforming: Rethinking AI and Data Maturity in Mortgage Banking
Mark Dangelo says AI is a data design opportunity that mirrors the same challenges previously experienced by an industry undergoing a different chaotic event.
Avoiding the Misinformation Engine Cloaked in a Suit and Tie
Complex black-box designs include hidden risks and opportunities—all starting with the inclusion of enterprise and application data. What’s your plan, Mark Dangelo asks.
Surviving a “Stage of If’s”— Using Data
Mark Dangelo notes shiny new technologies are introduced weekly. “The focus is on flooding the competitors with innovation and, most recently, M&As. The likely solutions are not that straightforward or alluring.”