Rise of Bots

In 2016, virtually all of the world’s biggest tech companies were announcing competing chatbot projects. For…

The Failed Chatbot Revolution: Time for a Do-Over!

In 2016, chatbots were all the rage, but they didn’t live up to the hype. Fintech,…

An AI-Run World Needs to Better Reflect People of Color

Much of the data being used to train machine learning algorithms doesn’t take ethnicity or race…

Digital Mortgage

  https://singlefamily.fanniemae.com/media/15171/display https://www.flatworldsolutions.com/mortgage/mortgage-loan-process.php

Loan Automation

Lenders need business growth that is not linear and is not tied to the market cycles.…

Black and Latino Borrowers Locked Out of Homeownership in New York City

  https://anhd.org/report/black-and-latino-borrowers-locked-out-homeownership-new-york-city-new-data-and-analysis-shows

Using HMDA LAR Data to Uncover Your Institution’s Fair Lending Story

  Starting with the 2018 Home Mortgage Disclosure Act (HMDA) data collection, regulators are now able…

HMDA data

  https://www.consumerfinance.gov/data-research/hmda/historic-data/?geo=nationwide&records=all-records&field_descriptions=labels

2019 HMDA

https://files.consumerfinance.gov/f/documents/cfpb_2019-mortgage-market-activity-trends_report.pdf

2019 HMDA – Race and Ethnicity

One of the 2015 HMDA rule changes to historical HMDA data points altered reporting requirements for…