CEB TowerGroup evaluated data from a joint analysis conducted by CoreLogic and FICO that compares the FICO ® Score used by most lenders today with a new score launched in July that evaluates the traditional credit data from national credit data repositories and the unique
alternative credit data contained in the recently launched CoreScoreTM credit report.
However, Sebonic doesn't incorporate
any alternative credit data into the approval process.
This could spur lenders» use of
alternative credit data.
Depending on the lender, that
alternative credit data can include the following:
CitiMortgage, a large - scale lender with a full menu of home loan products, offers low down payment options and considers
alternative credit data.
Regarding traditional vs.
alternative credit data, Harman says, «It's not that one is better, it's just that combined they give you a broad view of what the consumer is really like.»
Quicken Loans also doesn't consider
alternative credit data, so if you have a thin file, you could be out of luck.
Not exact matches
It also offers specific policy recommendations including providing tax
credits to promote venture capital investments in minority businesses, as well as tax
credits for new low - income entrepreneurs, and encouraging the use by
credit rating agencies of
alternative data such as rent and utility payments in establishing
credit histories.
«
Alternative data from unconventional sources may help consumers who are stuck outside the system build a
credit history to access mainstream
credit sources,» CFPB Director Richard Cordray said in a statement.
The use of
alternative data and scoring to bring
credit - underserved individuals into the mainstream
credit market offers benefits for both lenders and borrowers.
The U.S.
credit - reporting companies (Experian, TransUnion and Equifax) have been exploring ways to use «
alternative data» to fill
credit reports and generate scores.
FICO, the company that created one of the most widely used
credit - scoring systems in the U.S., recently announced it was starting a pilot program to increase the number of consumers who could be assigned a
credit score based on
alternative data, such as utility and phone bills.
Summary of the Robin Hood conference: Einhorn, Tepper, Druckenmiller etc [ValueWalk] Profile of Renaissance Technologies» secretive Medallion Fund [Bloomberg] Reflections on the Trump Presidency, after the election [Ray Dalio] How T. Boone Pickens sits tight in the riskiest of businesses [NYTimes] The next generation of hedge fund stars:
data - crunching computers [NYTimes] Treasury officials are warning hedge funds could create the next big crisis [Vox] Bill Ackman's 2016 fortune: down, but far from out [NYTimes] Omega's Einhorn sees Trump's policies boosting stocks [Reuters] Tourbillon's Jason Karp says Trump will make stock pickers great again [Reuters] John Paulson got Trump elected and now has favor to ask [Vanity Fair] Jim Chanos says Valeant was biggest loser ever for hedge funds [CNBC]
Credit Suisse said raising $ 2 billion for hedge fund stakes [Bloomberg] Tyrian Investments to close [Reuters] Hedge fund strategies no longer correlated with equity returns [Investing] Female fund managers are a rarity across the globe [Morningstar] This is why
alternatives are worth it [ValueWalk]
In both of these cases where a home buyer has no
credit score, the mortgage lender might have to look at
alternative data to make a lending decision.
The three - day convention features panel and keynote speakers highlighting various aspects of financial services including
alternative lending and
credit, B2B payments and finance, blockchain technology,
data and algorithm - based innovation, digital banking and personal finance, economic inclusion and financial health, entrepreneurship and investing, real - time cross-border payments, insurance tech, issuing innovations, legal and regulatory issues, marketing and customer experience, mobile wallets and payments, new market research, next gen retail and commerce, PSO, as well as security and fraud.
The approval process uses
alternative credit - history
data rather than U.S.
credit scores, and the company intends to soon expand the cards to immigrants with certain work visas.
In the mature markets, the
data entry barrier for
credit cards seems to be coming down, with the success of great
alternatives such as Stripe and PayPal, which are now available for dating operators.
These
data show that traditional providers required more academic evidence for undergraduate program completion than
alternative providers, emphasizing candidates» GPA,
credits, professional GPA, and subject area.
«As with all
credit data, it's imperative to dive deeper and employ a thoughtful analytical approach when evaluating consumers with
alternative loans.
For J.D. Byrider, a used - car sales and finance company, Equifax developed a risk - assessment model that uses traditional
credit data augmented with
alternative data sources such as telecom and utility information.
He adds, «As we build up more
data and predictive models, more traditional lenders will accept
alternative credit as a source.»
«Lenders and the auto industry were a little leery when
alternative -
credit data was introduced a few years ago,» he tells WardsAuto.
In both of these cases where a home buyer has no
credit score, the mortgage lender might have to look at
alternative data to make a lending decision.
The U.S.
credit - reporting companies (Experian, TransUnion and Equifax) have been exploring ways to use «
alternative data» to fill
credit reports and generate scores.
Many
alternative credit bureaus focus on collecting non-traditional
data to help property managers make more educated apartment rental decisions.
«There's an unfairness to this, which can be reduced with the use of
alternative credit scoring, and today's Big
Data solutions make the data needed to create this scoring readily available.&ra
Data solutions make the
data needed to create this scoring readily available.&ra
data needed to create this scoring readily available.»
FICO says that its «
data scientists found that
alternative data such as property records, telecommunications, and utility information can reliably be used to score 15 million consumers who do not have enough
credit data to generate FICO scores.»
Recently in Housingwire, I dove into why that is the case and discussed the differences between «trended
data» and «
alternative data» in enabling lenders to safely and responsibly extend
credit to more people.
She sees benefit in the recent availability of trended
data and says the real estate finance community should gravitate toward
alternative credit scoring models.
Because Enova already looks at a lot of
data in
credit reports beyond the standard
credit scores, as well as
alternative sources of
data, DeCosmo said he doesn't think the change will affect Enova's business as much as some other businesses that are more reliant on third - party - produced scoring.
The approval process doesn't rely on
credit scores, but rather
alternative data.
If you've struggled with being approved for
credit or loans in the past, the FICO XD uses
alternative history and
data to determine your creditworthiness and may help you have more successful
credit applications in the future.
Use of «
Alternative Data»: This includes tradelines that have recently been included in the
credit report mix, like utility and rent payments, that demonstrate positive financial action.
Moreover, a recent LexisNexis survey found that 81 % of consumers who are unscorable using traditional
credit bureau methods are scorable using
alternative data.
Meanwhile, newer
alternative data credit bureaus that focus more heavily on nonbank
credit histories can provide a broader view for lenders and creditors — and help greatly expand financial inclusion.
Some banks do pull in loan application
data and
alternative data such as rental and cellphone payments into underwriting programs that also look at the traditional
credit score.
For millions of people, it may not be
alternative data but the only
credit record they have.
Millions of Americans could see their
credit rating rise as
credit bureaus rely more on
alternative data like cell phone and rent payments.
The new model looks at
alternative data to help put those who were previously unscorable onto the
credit map.
This system uses
alternative data to generate
credit scores for people who were previously deemed to be unscorable because they did not have an adequate...
For instance, in order to assess the
credit score of people with limited
credit history, VantageScore uses
alternative data by factoring in reoccurring payments such as utilities, rent or phone bills into its scoring formula.
AI - based lending platforms analyze thousands of
data points — including traditional and
alternative credit bureaus, bank account records, social media streams and public records — and find patterns that indicate creditworthiness, propensity to default, and likelihood of fraud.
However, some consumer groups, which initially supported the thrust of the bill and using
alternative data to score more borrowers, have cooled on the measure because the FHFA is already exploring
alternative credit models.
Today, FICO is also responsibly using new,
alternative data sources outside of the
credit bureaus to expand access to
credit for more and more Americans.
Supplementing
credit bureau
data with
alternative data, which — as I disclosed in my last post — enabled us to accurately score more than 50 % of previously unscorable
credit applicants.
While some new features like
credit score reporting have been added, long - time features have slipped and the switch from an outsourced account
data system to the in - house system built for Quicken have caused
data errors and headaches for some users who are now in search of Mint
alternatives.
However, FICO has touted the usefulness of
alternative data such as rent and utility bill payments in scoring consumers with thin
credit files.
When it comes to
credit scoring,
alternative data means
data not being used today for risk assessment, and specifically
data not found in the
credit bureaus.
Artificial intelligence shines new light on «
credit invisibles» — Credit scorers are using artificial intelligence to analyze alternative consumer data, but some in the industry are wary... (S
credit invisibles» —
Credit scorers are using artificial intelligence to analyze alternative consumer data, but some in the industry are wary... (S
Credit scorers are using artificial intelligence to analyze
alternative consumer
data, but some in the industry are wary... (See AI)
According to one article on lending parameters, «
Data and risk analytics company LexisNexis Risk Solutions is helping bridge the information gap between banks and businesses by offering alternative - data - based credit risk assessments for lenders to make smarter, safer lending decisi
Data and risk analytics company LexisNexis Risk Solutions is helping bridge the information gap between banks and businesses by offering
alternative -
data - based credit risk assessments for lenders to make smarter, safer lending decisi
data - based
credit risk assessments for lenders to make smarter, safer lending decisions.