Personal musings on history, housing, technology, society and finance... Not necessarily in that order.
Thursday, March 26, 2020
HEB > CDC/FDA/FEMA...
How did Texas-based HEB get the jump on COVID19? By reacting to the information coursing thru its supply chain early, by leveraging global partners in China, Italy to inform preparations, and by embracing community as a key constituency
Zillow’s coronavirus playbook
"On the call, Rich_Barton revealed that Zillow will slash expenses by 25% this year; freeze hiring across the company; cut nearly all marketing spend; and suspend home-buying through its Zillow Offers business."

Wartime CEO
Must read tweet stream from Stewart Butterfield of Slack (via Scott Galloway)
Title courtesy of Ben Horowitz.
Nail biter — thread by Slack CEO about the last 2 weeks: tough choices re: corona & staff, earnings call, stock market crash, usage surge. We glorify entrepreneurship, but it’s no cakewalk https://t.co/1l5stJiVuR— Scott Galloway (@profgalloway) March 26, 2020
Title courtesy of Ben Horowitz.
Wednesday, March 25, 2020
Monday, March 23, 2020
Coronavirus accelerating the digital transformation of house hunting
"Redfin saw a 494% increase in requests for agent-led video home tours last week... As of yesterday, 18.9% of tour requests made on http://Redfin.com were video-chat tour requests, up from 0.2% at the beginning of March"

Flagstar cutting back on warehouse lending
Flagstar Bancorp, one of the nation's biggest warehouse lenders to mortgage providers, has stopped funding most new home loans without government backing.
Non-QM and iBuying as canaries in the coalmine
Further sign of a liquidity crisis in the housing finance market - a system-wide retrenchment in Non-Qualified Mortgage originations with major originators in the segment shutting down production.
Those considering Non-QM loans risky and are saying "good riddance," are missing the forest for the trees as non-banks dominating housing finance rely on interim funding as working capital since they lack access to the permanent capital available to banks.
Together with iBuyers, which have suspended their purchases en masse, these two are the veritable tide pools of the housing finance ecosystem, teaming with innovation, yet most exposed when the tides turn. While it's comforting that the Federal Reserve Board is now deploying an unlimited checkbook towards quantitative easing, the administration's erratic actions and Trump's deep antagonism towards Powell is depriving the market of something just as critical - confidence.
This recalls the book "The Confidence Game" written 25 years ago at the zenith of the independent central banker with the author positing that "central banks are the sole institutions capable of maintaining a global system of checks and balances."
Those considering Non-QM loans risky and are saying "good riddance," are missing the forest for the trees as non-banks dominating housing finance rely on interim funding as working capital since they lack access to the permanent capital available to banks.
Together with iBuyers, which have suspended their purchases en masse, these two are the veritable tide pools of the housing finance ecosystem, teaming with innovation, yet most exposed when the tides turn. While it's comforting that the Federal Reserve Board is now deploying an unlimited checkbook towards quantitative easing, the administration's erratic actions and Trump's deep antagonism towards Powell is depriving the market of something just as critical - confidence.
This recalls the book "The Confidence Game" written 25 years ago at the zenith of the independent central banker with the author positing that "central banks are the sole institutions capable of maintaining a global system of checks and balances."
Wednesday, March 11, 2020
Creating an Innovation API to scale up collaborations
Great example of the Innovation API I’ve advocated for so that financial services incumbents can shape collaborations with #intech at scale in a mutually beneficial manner.
The rapid proof of concept (RPOC) was developed in 2019 to “to speed up how quickly the CIB could decide if it wanted to work with a fintech” from months to weeks. Components include: streamlined documentation needs, standardized NDAs, “fintech-friendly” evaluation agreements, and synthetic datasets in an AWS sandbox.
"One of our goals is to partner more and work with the fintech community to build an innovative ecosystem" - Michael Elanjian, head of digital innovation at J.P. Morgan’s Corporate and Investment Bank.
The rapid proof of concept (RPOC) was developed in 2019 to “to speed up how quickly the CIB could decide if it wanted to work with a fintech” from months to weeks. Components include: streamlined documentation needs, standardized NDAs, “fintech-friendly” evaluation agreements, and synthetic datasets in an AWS sandbox.
"One of our goals is to partner more and work with the fintech community to build an innovative ecosystem" - Michael Elanjian, head of digital innovation at J.P. Morgan’s Corporate and Investment Bank.
Tuesday, March 10, 2020
Digital transformation of mortgages (v.Next)
“...the surging demand (for mortgages) will likely overwhelm parts of the process and all lenders' turn times will probably lengthen”
While most leading mortgage originators have invested in or partnered with fintechs to upgrade their digital mortgage capabilities, these “upgrades have primarily streamlined only the early stages of the notoriously complicated and paper-heavy mortgage process.” Processing, underwriting, appraisals, home inspections, and closings still involve substantial human effort.
How will we, as an industry, reconcile the strategic imperative to continue our digital transformation, which is still clearly in the early innings, with this bounty of production in a way that prioritizes customer experience?
While most leading mortgage originators have invested in or partnered with fintechs to upgrade their digital mortgage capabilities, these “upgrades have primarily streamlined only the early stages of the notoriously complicated and paper-heavy mortgage process.” Processing, underwriting, appraisals, home inspections, and closings still involve substantial human effort.
How will we, as an industry, reconcile the strategic imperative to continue our digital transformation, which is still clearly in the early innings, with this bounty of production in a way that prioritizes customer experience?
Thursday, February 27, 2020
Tuesday, February 25, 2020
HBR: Are Your Company’s Leaders and Data Scientists on the Same Page?
“Unfortunately, what’s far more common is misalignment between expectations at the top of the organization and the foundation of what data science can realistically deliver. The best mental picture of this dynamic is an inverted pyramid. The wide top reflects the C-suite’s oversized expectations for data science impact. The small point at the bottom represents the data science team’s current capabilities, which are often far more modest and develop over time.” (from HBR)
Saturday, February 22, 2020
Something fishy with Zillow's revenues
Great analysis by Mike DelPrete. It’s as if an investment bank reported revenues based on the gross value of securities sold through its brokering business. Another sleight of hand relates to ‘holding cost’ since the reported amount ‘excludes expenses incurred during the period that are not related to homes sold during the period.’ The good news is that Zillow sold 115 more homes than it bought in 4Q19; the bad news that ended 2019 having bought 2,198 more homes than it sold. What’s clear is that the company’s balance sheet has changed dramatically, with Inventory ending the year at 13.6% of assets, up from 3.8% at 2018 year-end. Since the $1.5B of credit facilities is already at 46% utilization, I’d keep a close eye on the velocity of homes inventory in 2020. Zillow may discover that what they thought was a ‘shipping’ business was, in fact, a ‘storage’ business.
LendingClub's acquisition of Radius Bank
“The monoline marketplace lender model is a dead end for fintechs and they know it.”
Comprehensive analysis by Todd Baker on the LendingClub Radius Bank, hitting on all the issues that surfaced when we investigated making a push into personal loans a while back.
"It’s impossible to build a consistently profitable and resilient business without providing customers with a broader range of products and services--with their attendant revenue streams. There just aren't enough savings from automation to make up for lost revenues and financial intermediation costs."
Comprehensive analysis by Todd Baker on the LendingClub Radius Bank, hitting on all the issues that surfaced when we investigated making a push into personal loans a while back.
"It’s impossible to build a consistently profitable and resilient business without providing customers with a broader range of products and services--with their attendant revenue streams. There just aren't enough savings from automation to make up for lost revenues and financial intermediation costs."
Friday, February 21, 2020
Is Zillow in the shipping or storage business?
Much ink has already been spilled about the losses racked up by Zillow as it aggressively grows revenues from its Homes segment. Mike DelPrete further points to how the reported revenues are misleading because its basis is that of the home sale price. It’s as if an investment bank reported revenues based on the gross value of securities sold through its brokering business.
Another sleight of hand relates to ‘holding cost’ since the reported amount ‘excludes expenses incurred during the period that are not related to homes sold during the period.’ The good news is that Zillow sold 115 more homes than it bought in 4Q19; the bad news that ended 2019 having bought 2,198 more homes than it sold.
What’s clear is that the company’s balance sheet has changed dramatically, with Inventory ending the year at 13.6% of assets, up from 3.8% at 2018 year-end. Since the $1.5B of credit facilities is already at 46% utilization, I’d keep a close eye on the velocity of homes inventory in 2020. Zillow may discover that what they thought was a ‘shipping’ business was, in fact, a ‘storage’ business.
Another sleight of hand relates to ‘holding cost’ since the reported amount ‘excludes expenses incurred during the period that are not related to homes sold during the period.’ The good news is that Zillow sold 115 more homes than it bought in 4Q19; the bad news that ended 2019 having bought 2,198 more homes than it sold.
What’s clear is that the company’s balance sheet has changed dramatically, with Inventory ending the year at 13.6% of assets, up from 3.8% at 2018 year-end. Since the $1.5B of credit facilities is already at 46% utilization, I’d keep a close eye on the velocity of homes inventory in 2020. Zillow may discover that what they thought was a ‘shipping’ business was, in fact, a ‘storage’ business.
Tuesday, February 18, 2020
More on The Economist's year of residential real estate...
"In the 1950s, 20% of households in a county moved each year. Today 9% do." This one point about the decreased mobility of Americans may explain why The Economist seems to have made 2020 thus far its "Year of Residential Real Estate." What’s evident is the publication sees real economic and societal costs from the ossification of “world’s biggest asset class,” abetted by government actions that have rendered an obsession for home ownership its “biggest economic policy mistake.”
The problem is that the US has some of the highest real estate commissions in the world, and antiquated "rules on commissions and data-sharing have so far kept fees higher than in other rich countries."
Thus begins the newspaper's the latest piece around real estate, about how "technology is poised to upend America's property market."
The problem is that the US has some of the highest real estate commissions in the world, and antiquated "rules on commissions and data-sharing have so far kept fees higher than in other rich countries."
Thus begins the newspaper's the latest piece around real estate, about how "technology is poised to upend America's property market."
Sunday, February 16, 2020
Glengarry Glen Ross in Mortgages 2019
The mortgage sector rocketed to a close in 2019 with $2.4 trillion of total production (up 46% year-over-year). The recent trends of increased concentration at the top and the rise of the non-bank originators continue, with the Top 25 accounting for nearly 60% of the market (up 2 points) and non-banks accounting for 57% of that cohort (up 7 points).
It further found that a doubling of application volume raises loan processing time by 13.5 days for traditional lenders, compared to only 7.5 for technology-enabled ("FinTech" in the study), with reduced denial rates,"suggesting that their faster processing is not simply due to credit rationing during peak periods."
The data set used in this study spanned 2010 through 2016, suggesting that these advantages would have increased substantially with the tech maturation of the past few years.
Focusing on the field of non-banks below the top three (the "herd") for the moment since banks view their mortgage units as a part of a larger portfolio and have manifold considerations aside from just maximizing mortgage production, what are these institutions doing to with this past year's unexpected bounty. Which ones are playing the ant of Aesop's Fables fame, diligently preparing for the inevitable lean times to come? Which ones are the grasshoppers, enjoying the bounty and living in the present?
Just as importantly, how can the herd seek to close on capabilities when the leaders have substantial head starts that have moved them far down the experience curve?
In my next piece, I will investigate how the herd can marshal disruption to close the gap since traditional means will only get them to an infinite "follow the leader" loop.
Just as important for the non-banks is the "Glengarry Glen Ross" nature of the competition. In the past year, the top three non-banks (Quicken, PennyMac, United Wholesale Mortgage) accounted for 38% of the increased production amongst the entire Top 25, growing at 2.4x the rate of others in the cohort."...first prize is a Cadillac Eldorado... Second prize is a set of steak knives. Third prize is, you’re fired.” (Alec Baldwin as Blake, Glengarry Glen Ross)
How did they do that?
Each of the top three non-banks have spent the better part of the past decade creating substantial technology platforms that seems to have able to mitigate the capacity constraints that have traditionally characterized US mortgage lending. A 2018 study by the New York Fed ("The Role of Technology in Mortgage Lending") provides some some early intel on this topic. In assessing the role of technology in mortgage lending, the study found that lenders whose business model incorporates "an end-to-end online mortgage application platform and centralized mortgage underwriting and processing augmented by automation" were able to "respond more elastically to changes in mortgage demand."It further found that a doubling of application volume raises loan processing time by 13.5 days for traditional lenders, compared to only 7.5 for technology-enabled ("FinTech" in the study), with reduced denial rates,"suggesting that their faster processing is not simply due to credit rationing during peak periods."
The data set used in this study spanned 2010 through 2016, suggesting that these advantages would have increased substantially with the tech maturation of the past few years.
What does this mean for the rest?
Just as importantly, how can the herd seek to close on capabilities when the leaders have substantial head starts that have moved them far down the experience curve?
Disruption!
In my next piece, I will investigate how the herd can marshal disruption to close the gap since traditional means will only get them to an infinite "follow the leader" loop.
Thursday, February 6, 2020
Single family homes on their way out?!?!
Is it time to "accept the single-family home is outdated?" Farhod Manjoo's pronouncement might seem a rather over-the-top reaction to the failure of SB50 for those outside the SF Bay area, but with situations like 2:30 AM shuttles out of Salida for morning shifts at the Tesla plant or Google shuttles providing a total of 4 million rides annually across an area the size of the New York City to Philadelphia corridor, I'd hesitate before calling him out as being histrionic.
Wednesday, February 5, 2020
Disrupting real estate brokering
Philadelphia-based Houwzer, a tech-enabled real estate brokerage & home services startup, raises $9.5 million from Edison Partners to fund geographic expansion in the Mid-Atlantic region. Ventures seeking to disrupt the real estate brokerage business, which also include Fly Homes, Redfin and REX, have come a long way from the days when YHD Foxtons tried to reboot the space with low fees, leveraging technology for product and experience differentiation. The challenge they face, is that these plays, as they internalize and optimize large portions of incumbent brokering capabilities, exist in the middle between those who seek to:
- Leverage readily available external antecedents, but exert substantial control (e.g., Homelight) on one end; and
- Fully disrupt the incumbent model by inserting the company as counter-party into the real estate sell/buy transaction.(e.g., OpenDoor, Knock, Offerpad) on the other.
Is this middle defensible ground or is this no-man's land?
Monday, February 3, 2020
Is the US prepared for the Coronavirus?
"In 2018, the Trump administration fired the government’s entire pandemic response chain of command, including the White House management infrastructure.” (Foreign Policy)According to Foreign Policy, the actions taken to essentially gut the reforms to epidemic response made by the Obama administration in the aftermath of the faults made apparent by our handling of the 2014 Ebola outbreak will likely impair our ability to react to the emerging likely pandemic in a coordinated manner. These actions have included:
- Reducing $15 billion in national health spending and cutting the global disease-fighting operational budgets of the CDC, NSC, DHS, and HHS.
- Eliminating the $30 million Complex Crises Fund.
- Ordering the shutdown of the NSC’s entire global health security unit. Pressured DHS epidemic team to resign. “Neither the NSC nor DHS epidemic teams have been replaced.”
- Cutting the global health section of the CDC so “that much of its staff was laid off and the number of countries it was working in was reduced from 49 to merely 10.”
The administration’s actions on this front sound distressingly familiar, a government led by the “uninterested,” as chronicled by Michael Lewis’s book, The Fifth Risk.
...Or one where political machinations are primary drivers of action, as demonstrated by the imbroglio over the phantom Alabama leg of Hurricane Dorian.
Sunday, February 2, 2020
Facts about our housing supply explain high rents and home prices
Urban Institute's latest dissection of the US residential housing sector indicates that, essentially, we’re not creating enough housing stock and what is being created costs evermore to build and tends not to be the right type of stock.
Friday, January 31, 2020
California falls short again (in housing reform)
As a follow-up to a recent post, California's Senate Bill 50, which would "dramatically increase homebuilding," falls short for the third year in the row, “opposed by state senators who said the measure took too much power away from local governments and failed to sufficiently address low-income housing needs.” In other words, Scott Wiener's bill fell victim to a toxic stew of regulatory capture by entrenched interests and idealists making good the enemy of great.
Wednesday, January 29, 2020
Trust but verify - Coronavirus edition
The latest epidemic coming out of China has many highlighting the deadly inefficiencies of top-down authoritarian regimes. As Nicholas Kristof puts it in his recent piece, "Dictators often make poor decisions because they don’t get accurate information."
Into this breach of trust... "BlueDot Inc a Toronto startup whose AI-driven health monitoring platform analyzes billions of data points... alerted its clients to the (coronavirus) outbreak on Dec. 31, well ahead of notifications from the World Health Organization and US Centers for Disease Control and Prevention"
Into this breach of trust... "BlueDot Inc a Toronto startup whose AI-driven health monitoring platform analyzes billions of data points... alerted its clients to the (coronavirus) outbreak on Dec. 31, well ahead of notifications from the World Health Organization and US Centers for Disease Control and Prevention"
How housing became the world’s biggest asset class
The Economist has been on a tear with regards to housing, the latest being a recent history of this asset class.
Some eye-opening nuggets...
Some eye-opening nuggets...
- "median American rent payment rose 61% in real terms between 1960 and 2016 while the median renter’s income grew by 5%"
- "In 1940-2000 mortgage credit as a share of gdp across the rich world more than doubled"
- "the rate of housing construction in the rich world is half what it was in the 1960s"

Tuesday, January 28, 2020
Rebuilding trust...
At a time when many are content with calling balls and strikes, Peter Kraus and Gregg Schoenberg are masters of delving into the second and subsequent order impacts of what transpires on the field of play, as evidenced by Peter's latest edition in his podcast series "Elephant in the Room" where the duo explore, among other things, trust and transparency in the financial markets, as well as fintech, ESG and asset management.
Monday, January 27, 2020
The Mandate of Heaven
The inimitable Charles Krauthammer, burdened by liberal enlightenment thinking, got China way wrong by inserting a phantom “People” element into “The Mandate of Heaven.” Three decades on, we may be about to see the sons of the Yellow Emperor contend with the very real “Heaven” of that term of art.
Sunday, January 26, 2020
Saturday, January 25, 2020
Peeling the onion on ATTOM's latest pronouncement on the affordability of buying vs. renting
While it’s nice that buying is more affordable than renting in 53% of US counties, a population-weighted view gives a dramatically different story. Buying wins in 31% of counties with over populations of over 500k and only 16% in counties where populations cross the 1 million threshold.
Thursday, January 23, 2020
Average US home seller profits hits another new high?
Average US home seller profits in 2019 hit record high... A happy headline indeed, but also demonstration of the Rorschach test of real estate stats at the national level.

Home ownership tenure of sellers in Q4 2019 averaged 8.21 years, the highest since Q1 2000, roughly coinciding with the nearly 60% national home price index appreciation since Q1 2011, demonstrating the importance of good timing.
Moreover, the top 5 tenures were all counties in Connecticut (12.25 years+), a state where overall sale prices remain below the 2007 peak.
Saturday, January 18, 2020
Friday, January 17, 2020
Is home ownership really "The West's Biggest Economic Policy Mistake?"
“Far from shoring up capitalism, housing policies have made the system unsafe, inefficient and unfair.” The Economist makes the case that the West’s “obsession with home ownership” is its “biggest economic policy mistake,” undermining growth, fairness and public faith in capitalism.
Saturday, January 11, 2020
Making California livable again
According to The Atlantic, "California Senate Bill 50, winding its way through the state legislature again this month, could generate tens of thousands of new jobs and billions of dollars of new investment, reshaping the geography of the biggest state and solving a large chunk of the cost-of-living crisis the Trump administration has assiduously avoided addressing by, essentially, forcing California communities to allow more construction."
"Based on the housing-unit-to-population ratio in similarly wealthy and urban states, such as New York and New Jersey, California is short 2 million to 3.5 million housing units. (California has 358 homes per 1,000 people, whereas New York and New Jersey each have more than 400.) Right now, the state ranks 49th in units per capita, behind only Utah."
"Based on the housing-unit-to-population ratio in similarly wealthy and urban states, such as New York and New Jersey, California is short 2 million to 3.5 million housing units. (California has 358 homes per 1,000 people, whereas New York and New Jersey each have more than 400.) Right now, the state ranks 49th in units per capita, behind only Utah."
Monday, December 30, 2019
The hidden costs of taking cash out of your home
Nearly 60% of cash-out refinancings in 2018 came with higher interest rates (WSJ)The recent WSJ article on American consumers refinancing at higher rates to take equity out of their home is yet another indication of the product-market mismatch in residential real estate financing.
Paul Thompson, the particular consumer in the piece, replaced his five year-old 4% mortgage with a 4.625% mortgage, taking out $30,000 in the process. Some back-of-the-envelope calculation show that Paul will be paying $146,530 over the life of the new loan for the opportunity to take out $30,000 in equity. I didn't account for time value of money or mortgage interest deductibility, but it seems that Paul will need a period of macroeconomic hyperinflation for this to make sense financially.
Showing my work (assumptions)
- He initially took out $350,000 for 30 years; total payments would have been $601,543
- Assuming 60 periods in, he would have paid down $33,433 in principal and $66,824 in interest (totaling $100,257)
- Since he took out $30,000 in equity, I'm further assuming the new mortgage balance will be $350,000
- He will have total principal and interest payments of $647,816 for his new loan.
- [New Loan: $647,816] - ([Old Loan: $601,543] - [Old Loan Paid Down: $100,257]) = $146,530
Wednesday, December 11, 2019
A little perspective please (when it comes to Millennial housing preferences)
Do half of all millennial home buyers really view “two story entry foyers” as “essential” or “desirable” as detailed in "What Home Buyers Really Want (2019 Edition)" published by the National Association of Home Builders. While I applaud NAHB’s efforts to better understand the generation, this is a bit much, especially when a longitudinal comparison shows only a fifth of the boomer set as having the same preference.
Is this manifestation of the the false sense of intimacy conveyed by the cohort’s preferred methods of discovery (Zillow, HGTV...), combined with their relatively late start into the realities of home ownership? One may deem this the “Mrs. Fletcher” conundrum, where the digital proxy, however authentic-seeming, is far from real.
Might the solution be to help home buyers better appreciate both the qualitative and quantitative value drivers that go into housing to understand the tradeoffs inherent in home ownership?
Is this manifestation of the the false sense of intimacy conveyed by the cohort’s preferred methods of discovery (Zillow, HGTV...), combined with their relatively late start into the realities of home ownership? One may deem this the “Mrs. Fletcher” conundrum, where the digital proxy, however authentic-seeming, is far from real.
Might the solution be to help home buyers better appreciate both the qualitative and quantitative value drivers that go into housing to understand the tradeoffs inherent in home ownership?
Tuesday, December 10, 2019
Will iBuyers love LA?
Leading iBuyers Opendoor, Redfin and Zillow are all entering Los Angeles, the second-largest housing market in the US. Will their valuation algorithms be up to the challenges of this significantly more heterogenous and expensive real estate market? Tune in...
Wednesday, December 4, 2019
Areas of highest millennial concentration seeing lower levels of home building
NAHB reports that the 25% of counties with highest millennial concentration saw construction growth rates for single-family and multifamily home building at generally lower rates "than the remaining 75% of counties. These statistics point to a growing geographic mismatch between younger households with expanding housing demand and where construction is expanding.
Friday, November 8, 2019
Blockchain as Liquid-Plumr for financial market pipes
WSJ reports... “That two-day delay comes with various costs. Banks collectively set aside tens of billions of dollars in capital to cover the risk that firms elsewhere in DTCC’s network will fail before the trades settle.
There are also separate systems at each big bank, as well as at DTCC itself, that track what different market participants are expected to pay or deliver at settlement time. Bankers say this is inefficient and results in errors when systems disagree with each other.
‘We are constantly reconciling that data,’ said Jeffrey Rosen, a New York-based managing director at Société Générale. ‘That is hugely expensive. While we’ve built tools to do it efficiently, it would be better not to do it.’”
There are also separate systems at each big bank, as well as at DTCC itself, that track what different market participants are expected to pay or deliver at settlement time. Bankers say this is inefficient and results in errors when systems disagree with each other.
‘We are constantly reconciling that data,’ said Jeffrey Rosen, a New York-based managing director at Société Générale. ‘That is hugely expensive. While we’ve built tools to do it efficiently, it would be better not to do it.’”
Monday, October 28, 2019
How an incumbent can build a culture that embraces data and AI
The Harvard Business Review has a piece about how TD Wealth sought to build a culture that embraces data and AI by creating a program called “WealthACT (“Accelerate Change through Technology”) to try to get executives in the business unit excited about what technology can do for their business.
Key points:
Key points:
- There was clear executive focus. The unit’s business head with the executive sponsor while the program leader, Atanaska Novakova, was a unit executive.
- Laying the groundwork so that the heightened expectations post-program would be satisfied. “Senior leaders of the unit felt that its data assets were finally ready to be used, and the most important factor in using them effectively was demand from executives.”
- The first group of 100 wealth specialists joined in a five-month program, visited Silicon Valley, UK, Boston to learn about new tech, open banking, participated in a hackathon, “but the bulk of the program involved expert-led instruction and hands-on and immersive workshops to build customer empathy, understanding emerging tech, and practice pattern recognition to spot trends and opportunities ahead.”
- The goal of the program was to develop six core skills:
- Human-centered design
- Business case development/storytelling
- Business agility
- Data-driven decisions
- Emerging technologies literacy
- Growth/innovative mindset.
- “he wanted participants to recognize that mindlessly throwing technology at customers is not the answer. He hoped the program would foster not only much deeper awareness of technology, but also greater sophistication about it, and a deep understanding of the customers TD Wealth serves today and how they are changing.” (Alex Morris, Deloitte Canada partner, head of innovation & design)
- Initial iteration “involved a lot of classroom learning”... subsequent versions “have become more experiential and immersive.”
- “I hear participants say that this program has shifted them from fearing change to embracing change with joy.” (Alex Morris)
- “Entry into the ACT programs is competitive, and the application process thorough.”
- “We have turned anxiety into excitement, and now everyone who’s been through the program is a change agent.” (Atanaska Novakova)
- “It used to be that the push for those came from our IT people, and IT would get the blame if they didn’t work out. Now the business sees these projects as a joint responsibility.” (Atanaska Novakova)
- Novakova is now “designing a WealthACE program (“Accelerate Change through Execution”) to expand from 400 managers to 4,000 individual contributors.”
Tuesday, October 15, 2019
The road to hell...
I have a bone to pick with the WSJ’s piece decrying “increased sophistication by Beijing in harnessing vast reams of information for political ends.”
If the Propaganda Department of an authoritarian regime develops a mobile app expressly to indoctrinate, can its potential access to users’ personal data really be described as “backdoor?”
While we are dickering about semantics, it is a bit jarring, for a non-EU resident, to read the report about this potential for data theft as “Human Rights Violations (HRV).” The EU is clearly ahead of the curve when it comes to personal data rights (e.g., GDPR), but the use of the term in this context seems more than a bit dilutive.
Of more concern is the fact that “the amount of data gathered by Xuexi Qiangguo (the mobile app) isn’t unusual for commercial apps.” This only confirms a growing concern amongst many that, these days, the road to hell is paved with good user experiences.
Monday, September 30, 2019
Tuesday, September 10, 2019
Scotty Dog schools Tim Beaver
My concern for this college football season is officially at an end as of September 7th. I remember meeting an alum of the old Carnegie Tech who attended “Tech’s Greatest Victory,” a 19-0 rout of Fighting Irish, but the football program by my vintage was mainly known for its “Diskette Day” when the team played Case Western, a game many of us attended solely to procure those then-precious 3.5 inch disks. Anyway, the continued retrenchment of football in the ranks of academically competitive Division III schools, with the effective dissolution of CMU’s former home conference, has apparently opened up opportunity for a dream matchup between my alma mater and MIT. And we won!
Saturday, August 10, 2019
The end of harmony?
The Boxer Rebellion, occurring roughly midway through China’s recent shambolic century bracketed by the First Opium War and the establishment of the People’s Republic, did have a positive outcome. Alone amongst the Western Powers, the United States under President Roosevelt set aside a portion of its settlement share to “give back,” creating the Boxer Indemnity Scholarship Program, which provided seed funding for Tsinghua University, known colloquially as China’s MIT, incurring inestimable soft power projection in the process.
The US has been and continues to be the “Shining City on the Hill” to the lot of aspirational mainland Chinese. Even amidst its increasingly nationalistic posture, the nation is beset by a brain drain States-side. A recent study noted that while the number of researchers who had received their undergraduate degrees in China and engaged in artificial intelligence research has risen tenfold in the past decade, nearly two-thirds are currently working in the US.
This relationship is undergoing a severe stress test. The Economic Espionage Act (EEA) of 1996 makes theft or misappropriation of trade secrets a federal crime. In its initial dozen years, 17% of defendants charged under EEA were of Chinese descent. “After 2009, however, the percentage of Chinese espionage defendants tripled to 52%.” While one can readily argue that commercial espionage on the part of the Chinese is a pressing matter, what’s troubling is its broad transference, as evidenced by what seems to be the recent targeting/purging of Asian cancer researchers in Houston, including long-time American residents.
These trends make the Huawei’s recent announcement of its Harmony OS all the more ironic. The reception, frequently dismissive - often highlighting the challenges of persuading iOS/Android developers to port to the new OS, betrays the pundits’ provincialism. With a nearly 40% share of the Chinese smartphone market, it’s not inconceivable for Huawei to command a larger installed base than the entire US population within the nation alone. PRC smartphone app usage is dominated by a few tentpole apps, namely WeChat. From a tech perspective, Android is a legacy mess, lacking a micro kernel architecture and possessing an unwieldy, potentially dangerous, diversity of distros.
These pundits also miss the fundamental point, that with this announcement we are witnessing what may be the initial stages of the Great Forking of tech, the erection of a “Silicon Curtain.” Will this be the End of Harmony?
The US has been and continues to be the “Shining City on the Hill” to the lot of aspirational mainland Chinese. Even amidst its increasingly nationalistic posture, the nation is beset by a brain drain States-side. A recent study noted that while the number of researchers who had received their undergraduate degrees in China and engaged in artificial intelligence research has risen tenfold in the past decade, nearly two-thirds are currently working in the US.
This relationship is undergoing a severe stress test. The Economic Espionage Act (EEA) of 1996 makes theft or misappropriation of trade secrets a federal crime. In its initial dozen years, 17% of defendants charged under EEA were of Chinese descent. “After 2009, however, the percentage of Chinese espionage defendants tripled to 52%.” While one can readily argue that commercial espionage on the part of the Chinese is a pressing matter, what’s troubling is its broad transference, as evidenced by what seems to be the recent targeting/purging of Asian cancer researchers in Houston, including long-time American residents.
These trends make the Huawei’s recent announcement of its Harmony OS all the more ironic. The reception, frequently dismissive - often highlighting the challenges of persuading iOS/Android developers to port to the new OS, betrays the pundits’ provincialism. With a nearly 40% share of the Chinese smartphone market, it’s not inconceivable for Huawei to command a larger installed base than the entire US population within the nation alone. PRC smartphone app usage is dominated by a few tentpole apps, namely WeChat. From a tech perspective, Android is a legacy mess, lacking a micro kernel architecture and possessing an unwieldy, potentially dangerous, diversity of distros.
These pundits also miss the fundamental point, that with this announcement we are witnessing what may be the initial stages of the Great Forking of tech, the erection of a “Silicon Curtain.” Will this be the End of Harmony?
Thursday, May 16, 2019
Appreciating I. M. Pei
It was the summer of 1996. A journalist friend had extended a last minute invitation to the Council of Foreign Relations for a speech by then-Secretary of State Warren Christopher. Arriving late, Kathleen and I were incongruously led to the front row to sit between Richard Holbrooke and Tom Brokaw. My momentary bemusement by the duo’s seeming competition for the most rumpled suit award gave way to wonder as my peripheral vision picked up the iconic round tortoise shell specs being worn by I. M. Pei. I was one row removed, catercorner from greatness. It was the perfect selfie moment, one that unfortunately predated the enabling technologies by a good two decades.
I. M. Pei was the first prominent Asian American that entered my consciousness, his ample talent demonstrating the heights achievable in this society by those who looked like me.
The Elizabeth, New Jersey of my youth was more befuddled about Asian Americans than anything. It was a community of strivers of all ethnic groups. The antagonism I received, often amusing in retrospect, like once when I was targeted, along with a boy from Yugoslavia, as “Commies,” by a few of Polish extraction, only highlighted the sense that folks generally didn’t know what to make of me. After the requisite bruises and a few black eyes, we all became friends, a veritable ethnic smorgasbord. While none of us were particularly well-represented at the one-percent strata, my buddies could at least pattern match their way into the future. Meanwhile, as the only Asian kid in around, I had Arnold from Happy Days.
Luckily, I had an over-achieving cousin studying architecture, whose drafting table and scale models, the highlights of my occasional visits to his family, led to quality time at my local library, a magisterial token of Andrew Carnegie’s largess replete with a portrait of the grand old man himself. In those pre-Internet days, this was my essential resource for all the world’s knowledge.
I was first introduced to I. M. Pei during one of these expeditions, likely through an article about his then-nascent Louvre commission. I eagerly devoured articles, often on microfiche, about his projects bringing an innovative modernist sensibility across a wide swath of our fifty states. I was mindful that, while he was likely the first Asian of note in most of these situations, their success amply demonstrated that whatever befuddlement or stereotypes he confronted were just trifling obstacles to be surmounted. He was someone, with roots similar to mine, who had reached the apex of his trade on a global scale by creating his own path, his own legend.
I’ve since learned that our country has been the beneficiary of a long list of Asian American trailblazers, including even Pat Morita. But, I. M. Pei was the one who opened my eyes. His achievements gave me the permission to dream.
I. M. Pei was the first prominent Asian American that entered my consciousness, his ample talent demonstrating the heights achievable in this society by those who looked like me.
The Elizabeth, New Jersey of my youth was more befuddled about Asian Americans than anything. It was a community of strivers of all ethnic groups. The antagonism I received, often amusing in retrospect, like once when I was targeted, along with a boy from Yugoslavia, as “Commies,” by a few of Polish extraction, only highlighted the sense that folks generally didn’t know what to make of me. After the requisite bruises and a few black eyes, we all became friends, a veritable ethnic smorgasbord. While none of us were particularly well-represented at the one-percent strata, my buddies could at least pattern match their way into the future. Meanwhile, as the only Asian kid in around, I had Arnold from Happy Days.
Luckily, I had an over-achieving cousin studying architecture, whose drafting table and scale models, the highlights of my occasional visits to his family, led to quality time at my local library, a magisterial token of Andrew Carnegie’s largess replete with a portrait of the grand old man himself. In those pre-Internet days, this was my essential resource for all the world’s knowledge.
I was first introduced to I. M. Pei during one of these expeditions, likely through an article about his then-nascent Louvre commission. I eagerly devoured articles, often on microfiche, about his projects bringing an innovative modernist sensibility across a wide swath of our fifty states. I was mindful that, while he was likely the first Asian of note in most of these situations, their success amply demonstrated that whatever befuddlement or stereotypes he confronted were just trifling obstacles to be surmounted. He was someone, with roots similar to mine, who had reached the apex of his trade on a global scale by creating his own path, his own legend.
I’ve since learned that our country has been the beneficiary of a long list of Asian American trailblazers, including even Pat Morita. But, I. M. Pei was the one who opened my eyes. His achievements gave me the permission to dream.
Monday, April 22, 2019
Fighting the last war are we?
Bret Stephens's recent piece about the "fighting the last war" effect being played out as the American military continue to navigate a path that had made it wildly successful in the past while insurgent powers chart an asymmetric, potentially disruptive, course. His recounting of Agincourt clearly indicates that it's happened before. And it will keep happening if the continued evolution of ISIS after being shorn of its territorial holdings is any indication.
This brings up the state of play in my own backyard, residential housing, where incumbent mortgage companies are scratching their heads about the disruptive potential of the iBuyer segment. Their infinitesimal 0.2% share of total 2018 home transactions belie substantial scale gains in select geographies. As highlighted in a recent report, the segment accounted for nearly 6% of the Phoenix market in Feb 2019. Just as importantly, well funded and generously valued, the iBuyer presence will increasingly be felt broadly as they re-shape expectations around the velocity and level of certainty in home sales and purchases.
Moreover, to remedy the low margins of the core transaction, iBuyers have been rapidly expanding the basket of constituent services, most recently discussed in a panel with folks from Knock, Opendoor and Offerpad at LendIt Fintech orchestrated by my friend Geoff Green of Salesforce. Not all of these ideas will work, but these actions will further strain the traditional retail real estate models, starting with the realtors. In the face of the billions raised and being deployed by these insurgents, the nearly $73 million spent by the National Association of Realtor in 2018 to further the status quo, second only to the US Chamber of Commerce, no longer seems so daunting.
The impact, however, expands beyond realtors. By stirring the realtor pot, these insurgents are messing with what's traditionally the main purchase lead source for retail-centric mortgage companies. As the realtors' role is usurped, their ability to drive transactions to mortgage loan officers will be impeded.
The question will be how to respond...
This brings up the state of play in my own backyard, residential housing, where incumbent mortgage companies are scratching their heads about the disruptive potential of the iBuyer segment. Their infinitesimal 0.2% share of total 2018 home transactions belie substantial scale gains in select geographies. As highlighted in a recent report, the segment accounted for nearly 6% of the Phoenix market in Feb 2019. Just as importantly, well funded and generously valued, the iBuyer presence will increasingly be felt broadly as they re-shape expectations around the velocity and level of certainty in home sales and purchases.
Moreover, to remedy the low margins of the core transaction, iBuyers have been rapidly expanding the basket of constituent services, most recently discussed in a panel with folks from Knock, Opendoor and Offerpad at LendIt Fintech orchestrated by my friend Geoff Green of Salesforce. Not all of these ideas will work, but these actions will further strain the traditional retail real estate models, starting with the realtors. In the face of the billions raised and being deployed by these insurgents, the nearly $73 million spent by the National Association of Realtor in 2018 to further the status quo, second only to the US Chamber of Commerce, no longer seems so daunting.
The impact, however, expands beyond realtors. By stirring the realtor pot, these insurgents are messing with what's traditionally the main purchase lead source for retail-centric mortgage companies. As the realtors' role is usurped, their ability to drive transactions to mortgage loan officers will be impeded.
The question will be how to respond...
Are we using the wrong paradigm to frame our healthcare debate?
My friend Gregg Schoenberg recently commented on the enthusiastic response at the Fox News / Bernie Sanders town hall in Bethlehem, PA to Sanders' Medicare For All proposal.
I wonder if we're using the wrong paradigm to frame our domestic #healthcare debate. Instead of "left vs. right" and "freedom of choice," underpinned by the increasingly ridiculous reliance on our capacity to make rationale, cost-effective decisions at the point of sale, maybe we should think about healthcare as part of a societal services layer.
To analogize, we can all develop in machine language, but, as the Commodore 64 has long given way to cloud services, having the freedom to twiddle one's bits is frankly counter-productive. In that same vein, increasing levels of abstraction - our societal services layer - have freed us to be more productive, absolving the lot of us from having to worry about the nitty-gritty of natural disasters, homeland security, clean drinking water, etc.
I wonder if we're using the wrong paradigm to frame our domestic #healthcare debate. Instead of "left vs. right" and "freedom of choice," underpinned by the increasingly ridiculous reliance on our capacity to make rationale, cost-effective decisions at the point of sale, maybe we should think about healthcare as part of a societal services layer.
To analogize, we can all develop in machine language, but, as the Commodore 64 has long given way to cloud services, having the freedom to twiddle one's bits is frankly counter-productive. In that same vein, increasing levels of abstraction - our societal services layer - have freed us to be more productive, absolving the lot of us from having to worry about the nitty-gritty of natural disasters, homeland security, clean drinking water, etc.
"Americans have spent the last decade arguing loudly about whether and how to provide insurance to a relatively small percentage of people who don’t have it. Singapore is way past that. It’s perfecting how to deliver care to people, focusing on quality, efficiency and cost."As a reasonable capitalist, I'm no fan of unwarranted government overreach, but if the "socialist paradises" of Singapore and Taiwan can create workable healthcare services layers within the context of the free market, I'm optimistic in our ability to achieve similar outcomes... if we put our minds to it.
Monday, April 15, 2019
Can home equity loans help another group feeling the pinch?
Imagine the shock reading about yet another group being left behind, this time, those in the upper half of the the wealth pyramid below the top 10 percent? As is my predilection, familiar to my devoted reader, I immediately focused on the impact of housing.
The above chart shows that, even after a decade of de-levering and then re-levering with the tailwind of an extended run-up of home prices, the share of housing debt as a portion of total indebtedness has dropped substantially. The author then serves up a chart on rising debt service costs to back up his contention about households shifting to higher interest rate debt categories.
Abundantly clear from the above chart is that consumers are currently sitting on nearly 2.2x more tappable equity than at the end of the recession, despite multiple first mortgage refinance waves that have soaked up significant excess home equity.
Moreover, both HELOC balances and limits have come down in during the period in question while credit card balances and limits have risen.
| Source: Bloomberg Business |
Can Home Equity Loans Help?
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| Source: Black Knight February 2019 Mortgage Monitor |
Finally, when debt share by product is compared between two age cohorts (30-49 vs. 50-69), one notices a material difference in HELOC adoption. One also sees that there could be economic value in substituting HELOCs for higher cost credit card debt in both cohorts.
Any Conclusions?
No slam dunks here, but there's evidence that, beneath the headlines around tappable home equity, there's clear indication of changing consumer behaviors, and not necessarily for the better. There's also an opportunity for consumers to save substantially by moving from higher cost credit card debt to some form of secured home equity loans.
Saturday, April 13, 2019
Into the breach... Corporate moves in the face of government inactivity
Given nature's general distaste for vacuums, should you be surprised by private sector machinations in the face of government inactivity, if not active counter-programming, on the matter of climate change? Moreover, is it shocking that these moves by Big Business, as documented in this past Sunday's New York Time Magazine, have not gone in "the way you might hope?"
Expectations of corporate enlightenment, or at least enlightened greenwashing, on the magnitude of Goldman Sachs' collaboration with the Wildlife Conservation Society (WCS) in the establishment of the Karukinka nature reserve in Tierra del Fuego are unrealistic with the private sector's mandate of maximizing value to constituents and not addressing the Tragedy of the Commons conundrum.
At the same time, the metastasizing vacuum that is our present-day government has given rise to corporate initiatives that, in prior days, would have been hallmarks of progressivism. These efforts range from regional affordable housing to corporate diversity. While none can fully escape the taint of "greenwashing," they are cause for optimism in the beneficial alignment of corporate self-interest with the objectives of constituents, who may not be so enamored with making something great again as they are with seeking to achieve a higher plateau up ahead.
Expectations of corporate enlightenment, or at least enlightened greenwashing, on the magnitude of Goldman Sachs' collaboration with the Wildlife Conservation Society (WCS) in the establishment of the Karukinka nature reserve in Tierra del Fuego are unrealistic with the private sector's mandate of maximizing value to constituents and not addressing the Tragedy of the Commons conundrum.
At the same time, the metastasizing vacuum that is our present-day government has given rise to corporate initiatives that, in prior days, would have been hallmarks of progressivism. These efforts range from regional affordable housing to corporate diversity. While none can fully escape the taint of "greenwashing," they are cause for optimism in the beneficial alignment of corporate self-interest with the objectives of constituents, who may not be so enamored with making something great again as they are with seeking to achieve a higher plateau up ahead.
Monday, March 25, 2019
Are millennials using HELOCs differently?
Definitely, Maybe... With all due respect to the
Maybe?
This observation possesses a certain coherence, that a cohort who came of age having both the ability, through product and tech innovations, and the need, due ever-greater student loan debt load, to manage cash flow in a controlled, granular fashion would continue such behavior into their home ownership life stage.
Maybe Not?
Home improvement spending tends to be episodic, often hitting a multi-year lull after the initial flurry in the months following the home buy. When matched against reasonable levels of home equity appreciation and the recent vintages of most Millennial home ownership, one can posit that, at the time of survey, this generation would be under-indexed in considering home improvements in the first place.
Definitely, Maybe?
While this particular study may not be conclusive, I'm still of the opinion that the future of home equity usage will be less open-ended blank check and more situational, with balance and duration matched to purpose/context. To expand on a prior post regarding the recent J.D. Power HELOC study, the first order derivative of digital will be control. Once consumers have the former, they will desire the latter. And once they possess the latter, they will be even more dissatisfied with the current state of the HELOC product, especially when compared to their other financial products.
Taking out a HELOC is a consumer's way of loading up on liquidity. Recalling my experiences in institutional banking, the time to load up on liquidity is when a company is heading into choppy waters, not when everything's great. With an ever-growing abundance of liquidity options for consumers on the spot market, one wonders if these same HELOC borrowers, who the survey also reveals has having "an overwhelming sense of optimism, with 87% saying they were optimistic about their home’s value," would prefer an alternative that enables more situational/purpose-driven usage.
Saturday, March 16, 2019
HELOC "perfect storm"
"Despite record-high levels, new home equity line of credit (HELOC) originations have been steadily declining as a perfect storm of rising interest rates, new tax laws and growing competition from alternative lenders has crimped traditional HELOC growth." (J.D. Power 2019 U.S. Home Equity Line of Credit Satisfaction Study)This must be one heck of a slow moving storm since the underlying "new normal" had its genesis sometime in 2013 when the traditional lagged correlation between HELOC originations and the Case Shiller HPI started to break. I had created this visualization a year ago, but this conundrum has, if anything, further under-performed even the lowered expectations.
Much of the reaction to this study has been a freak out around...
(KEY FINDING #1) how consumers are increasingly considering alternate product, two-thirds compared to a bit over 40% a "few years ago," leading to exhortations about...
(KEY FINDING #2) ...the need to go digital.
The peanut gallery has a point here. As someone who took out a HELOC recently, I can attest that not only is the customer experience every bit as antiquated as that of a decade ago, it has actually, worsened through the inclusion of myriad InfoSec requirements. While my institution was a legacy bank, even the new entrants are sadly lacking in "digital." One only has to check out PennyMac's ballyhooed first fully non-bank HELOC product where digital is apparently defined as a form that drives a loan officer to call you.
I'm frankly more interested in the other two findings...
(KEY FINDING #3) "Concerns about interest rates, overextending debt drive shopping behavior: Customers concerned about opening a HELOC are significantly more likely to consider HELOC alternatives." and
(KEY FINDING #4) "Long-term HELOC customers less engaged than new customers: Existing HELOC customers who have had their line of credit for more than two years are notably less satisfied with their lender than are new customers."
These two findings point to a product-market mismatch issue that has been evident elsewhere in consumer finance, where consumer preferences have driven increased usage of debit cards and purpose-driven loans over credit cards. Consumers are prioritizing control and transparency, while recognizing the costs of open-ended credit. Moreover, given that consumers' financial priorities will likely change, sometimes dramatically, over a typical HELOC draw period, does it really make sense to keep the line open for such lengthy timelines? This is a likely cause for the final finding around lower customer engagement/satisfaction over time.
The tech-enabled ready availability of credit, appropriately priced with intelligence on purpose or context, has truly been transformational, but the HELOC segment has, for the most part, been oblivious to this sea change.
Thankfully, this obliviousness is not universal. Figure's HELOC possesses attributes that address the issues identified in the findings of the study, including: (1) transparency and availability for digital discovery; (2) speedy origination process without need for human handholding; (3) fixed rate/terms providing customers with easy-to-understand exposure; and (4) a generally favorable cost-benefit CX equation that enables consumers to regard taking out a Figure HELOC as situational. In many ways, Figure has the first HELOC geared around how consumers behave now, not ten years ago.
This year looks to be a banner year for other new HELOC-type products, with Blend, Prosper and SpringEQ all about to unveil their own takes on cracking the conundrum. I can't wait to see what develops in this space.
Friday, March 15, 2019
Housing finance at a glance - Feb 2019
The Urban Institute's Housing Finance Policy Center February 2019 Chart Book is out. Some thoughts...
- A very large portion of the first time home buyer (FTHB) cohort are commencing their home financing journey with non-banks. What are non-banks doing to continue and extend those relationships?
- Four out of five FTHB are taking Ginnie Mae loans; and
- Four out of five purchase Ginnie Mae loans are originated through non-bank channels.
- Despite some debate about consumers being scarred by the housing crisis into refraining from taking advantage of their expanding home equity, there is still demand by consumers to take cash out. It's just that the traditional home equity loan (or line) does not seem to be much of an option.
- Four out of five refinances entailed the borrower taking at least 5% cash out; and
- The quantum of second liens continues to decline in the face of monotonic household equity gains.
- Non-banks continue to gain share of origination
- 66% of agency mortgage loans are originated through non-bank channels, around five-year highs; and
- While this production is biased towards refinances, the trend is directionally the same.
Tuesday, March 5, 2019
Ill tides in mortgage production economics
BusinessInsider recently made a good call in highlighting a slide in JP Morgan's 4Q18 earnings presentation as explaining the troubles surrounding the US mortgage business. I'd like to delve in a bit more deeply...
It's readily evident that both factors highlighted, the mortgage rate spread and retail production costs, are headed the wrong direction, but why?
A rough correlation is evident between the spread and origination volumes. The evaporation of the refinance business has paired with anemic/flat new home purchase-driven production to drive a system-wide overcapacity that has murdered margins as players fight for slices of a shrinking pie. Painful, as the industry strives to a new equilibrium that will eventually let the spread recover.
While the spread has been volatile, the retail production cost has exhibited montonic growth. This cannot be simply explained away as the "impact of new regulations" so declared during the earnings call by Michael Weinbach, the CEO of the firm's mortgage-banking business. In fact, a substantial portion of these costs, upwards of half, are directly tied to loan officer compensation, which is generally indexed to the size of the loan, a relationship that can be gleaned from an MBA note from last year.
Monday, February 11, 2019
Jurassic Park in housing
Common wisdom suggests that home ownership is a good thing or are at least correlates to something positive, which explains the widespread concern about the depressed home ownership rates in the aftermath of the Housing Crisis. What happened to approximately 5 million formerly home-owning households as the rate dove from over 69% to under 65%?
As it turns out, many migrated into the Single Family Rental (“SFR”) market, a $3 to $4 trillion segment that has grown by over a third since home ownership rates reached their apigee, and which together with its near-neighbor of two-to-four unit properties, make up over half of the entire residential rental market.This growth in SFR maps well to the departed homeowner class, providing evidence of a neutral zone that separates dyed-in-the-wool renters from the confirmed homeowners, filled with consumers who could go either way.
Here is a key front in the battle for the future of housing-an opportunity to reboot the notion of home ownership, and a veritable Jurassic Park where proptech insurgents face off against dinosaurs, incumbents in their habitat. Like the movie’s humans, busily engineering spinoffs of the traditional dinosaur in their labs, these insurgents have been hard at work innovating to provide consumers in this neutral zone options for attaining and maintaining their homes.
In the process, they are moving the current binary state of dwelling (i.e., own vs. rent) towards a consumer preference-driven continuum with schemes like pathways to home ownership (e.g., Divvy), fractional equity (e.g., Point, Unison) or evolved sale-leasebacks (e.g., Figure). Common across these schemes have been their customer-first focus, supported by technology that transforms the relationship.
But the movie showed that the humans did not fully anticipate the dinosaurs’ dominance on their home turf. Equally, don’t be lulled by the plodding banks and agencies, for alongside the brontosauri are their more cunning cousins, the velociraptor equivalents who have thrived due to their adaptive skills and are gunning for that very same neutral zone.
These velociraptors, also known as private equity (“PE”) firms, have also been busy restacking residential real estate in the aftermath of the Housing Crisis to create entirely new market categories. Starting with opportunities found in distress, they ended up constituting non-bank mortgage companies that taken a sizable chunk of the business. They have also institutionalized Single Family Rental as an asset class, having, as a group, purchased 300,000+ homes since 2010, over 60,000 in the past two years alone.
Powered by access to capital and a willingness to deploy it at high velocities, the PE firms are focused primarily on the asset and not the customer. They may lack a holistic consumer-driven vision or leading edge tech stacks, but, run by traders, they are adept at seizing the inside of the OODA (“Observe-Orient-Decide-Act”) loop and scaling up.
Just as in Jurassic Park, hiding in the cupboards from these velociraptors is not an option. We already see a blurring of the lines between them and the insurgents with examples including Amherst’s Bungalo, a tech-forward consumer facing brand that markets homes for purchase, and Home Partners of America’s leases with “right to purchase” options.
Viability for our intrepid insurgents will require dramatically scaling up towards the levels of the leading private-equity players, several with portfolios of 25,000+ units. They must achieve some manner of flywheel effect to drive the transaction volumes need to derive data/insights to fine tune their product-market fit. But how? Here are some ideas:
Imitate. PE firms are judged by their operational/financial effectiveness in accomplishing their trades and best have enviable track records on both fronts. Insurgents don’t need to disrupt everything and instead find areas to follow the PE roadmap, enhanced with technology.
Collaborate. Insurgents can find areas where mutual agendas do not come into conflict. One that comes to mind is the use of PE firms to drive better execution as seen in the adjacent iBuyer category where they are a prominent sales channel.
Rescope. Sometimes it takes a T. Rex to get rid of the velociraptors. However scary, remember that the leading PE firms together occupy only about an eighth of the entire market. Partner selectively with those of substantially larger scale can be a power reset button.
Outflank. In optimization parlance, the PE firms are constantly angling for local optimas while the best insurgents are on search for a global optima. This could be an advantage because PE firms do not think in terms of strategic vision, total addressable markets, or lifetime customer values. An advantage provided you survive to see tomorrow.
To the proptech insurgents engaged in rebooting the notion of home ownership, we’re all rooting for you. Are we increasingly a nation of renters or are we a nation of those yearning for differentiated housing executions that provide us a sense of belonging and hope?
After all, in the words of Laura Dern’s Dr. Sattler, “Dinosaurs eat man… Woman inherits the earth.” Victory (eventually) goes to the insurgent humans…
As it turns out, many migrated into the Single Family Rental (“SFR”) market, a $3 to $4 trillion segment that has grown by over a third since home ownership rates reached their apigee, and which together with its near-neighbor of two-to-four unit properties, make up over half of the entire residential rental market.This growth in SFR maps well to the departed homeowner class, providing evidence of a neutral zone that separates dyed-in-the-wool renters from the confirmed homeowners, filled with consumers who could go either way.
Here is a key front in the battle for the future of housing-an opportunity to reboot the notion of home ownership, and a veritable Jurassic Park where proptech insurgents face off against dinosaurs, incumbents in their habitat. Like the movie’s humans, busily engineering spinoffs of the traditional dinosaur in their labs, these insurgents have been hard at work innovating to provide consumers in this neutral zone options for attaining and maintaining their homes.
In the process, they are moving the current binary state of dwelling (i.e., own vs. rent) towards a consumer preference-driven continuum with schemes like pathways to home ownership (e.g., Divvy), fractional equity (e.g., Point, Unison) or evolved sale-leasebacks (e.g., Figure). Common across these schemes have been their customer-first focus, supported by technology that transforms the relationship.
But the movie showed that the humans did not fully anticipate the dinosaurs’ dominance on their home turf. Equally, don’t be lulled by the plodding banks and agencies, for alongside the brontosauri are their more cunning cousins, the velociraptor equivalents who have thrived due to their adaptive skills and are gunning for that very same neutral zone.
These velociraptors, also known as private equity (“PE”) firms, have also been busy restacking residential real estate in the aftermath of the Housing Crisis to create entirely new market categories. Starting with opportunities found in distress, they ended up constituting non-bank mortgage companies that taken a sizable chunk of the business. They have also institutionalized Single Family Rental as an asset class, having, as a group, purchased 300,000+ homes since 2010, over 60,000 in the past two years alone.
Powered by access to capital and a willingness to deploy it at high velocities, the PE firms are focused primarily on the asset and not the customer. They may lack a holistic consumer-driven vision or leading edge tech stacks, but, run by traders, they are adept at seizing the inside of the OODA (“Observe-Orient-Decide-Act”) loop and scaling up.
Just as in Jurassic Park, hiding in the cupboards from these velociraptors is not an option. We already see a blurring of the lines between them and the insurgents with examples including Amherst’s Bungalo, a tech-forward consumer facing brand that markets homes for purchase, and Home Partners of America’s leases with “right to purchase” options.
Viability for our intrepid insurgents will require dramatically scaling up towards the levels of the leading private-equity players, several with portfolios of 25,000+ units. They must achieve some manner of flywheel effect to drive the transaction volumes need to derive data/insights to fine tune their product-market fit. But how? Here are some ideas:
Imitate. PE firms are judged by their operational/financial effectiveness in accomplishing their trades and best have enviable track records on both fronts. Insurgents don’t need to disrupt everything and instead find areas to follow the PE roadmap, enhanced with technology.
Collaborate. Insurgents can find areas where mutual agendas do not come into conflict. One that comes to mind is the use of PE firms to drive better execution as seen in the adjacent iBuyer category where they are a prominent sales channel.
Rescope. Sometimes it takes a T. Rex to get rid of the velociraptors. However scary, remember that the leading PE firms together occupy only about an eighth of the entire market. Partner selectively with those of substantially larger scale can be a power reset button.
Outflank. In optimization parlance, the PE firms are constantly angling for local optimas while the best insurgents are on search for a global optima. This could be an advantage because PE firms do not think in terms of strategic vision, total addressable markets, or lifetime customer values. An advantage provided you survive to see tomorrow.
To the proptech insurgents engaged in rebooting the notion of home ownership, we’re all rooting for you. Are we increasingly a nation of renters or are we a nation of those yearning for differentiated housing executions that provide us a sense of belonging and hope?
After all, in the words of Laura Dern’s Dr. Sattler, “Dinosaurs eat man… Woman inherits the earth.” Victory (eventually) goes to the insurgent humans…
This piece originally appeared in The Financial Revolutionist.
Friday, February 1, 2019
Unsettling statistic of the day... or is it?
With much Sturm und Drang, the press has eagerly pounced on a seemingly staggering 7.4% month-to-month increase in mortgage application defects this past December, as announced by First American Title. Are we seeing the sudden activation of the fraud setting amongst the the hive-mind of home buying mortgage customers? Is the mortgage bubble ready to burst (again)?
The trends driving the growth in defects, as detailed in a related First American blog post, are more mundane, but still stunning for a different set of reasons. They are: (1) the rising share of purchase transactions; and (2) the impact of natural disasters
The trends driving the growth in defects, as detailed in a related First American blog post, are more mundane, but still stunning for a different set of reasons. They are: (1) the rising share of purchase transactions; and (2) the impact of natural disasters
For the many attempting in vain to divine the relationship between these two trends and defects, a clue is Fannie Mae's list of loan defect categories. For every "misrepresentation" defect that may indicate ill intent, there are multiples of defects that provides indication to the difficulties along the path towards getting a mortgage - the requirements around documentation and proper compilation of data. Referring back to the two trends... (1) it's more difficult to amass the proper docs for a purchase transactions than it is for a refinance; and (2) naturals disasters tend to render invalid prior appraisal details.
Hence, is it any wonder that those holding the promise of improved customer processes for mortgage origination are getting their moment in the sun? Better Mortgage, for one, who just announced a rather sizable $70 mm Series C haul.
Of course, one only has to spend a few more moments with the Fannie list to realize that there is another sizable category, those defects that are underwriting constraints, that knock a customer out of contention for a mortgage. These speak to the limitations of the mortgage product itself. In Fannie's case, it's the essentially the Qualified Mortgage, the same product that commands roughly four out of five mortgages originated these days. It's also the same product that's displaying an increasing mismatch with the product, including evidently failing the self-employed.
Until Better can do better for those running afoul of this last category of defects than knocking them out of contention more quickly, is it truly better?
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