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DIGITAL DISRUPTION OF CREDIT SCORING: How developments in the credit scoring space are opening up new opportunities for incumbent lenders

This is a preview of a research report from Business Insider Intelligence, Business Insider’s premium research service. To learn more about Business Insider Intelligence, click here.Traditional consumer lenders, like banks and credit unions, have historically served segments of the population they can conduct robust risk assessments on.

But the data they collect from these groups is limited and typically impossible to analyze in real time, preventing them from confirming the accuracy of their assessments. This restricts the demographic segments they can safely serve, and creates an inconvenient experience for potential borrowers.

This has hobbled legacy lenders at a time when alternative lending firms — which pride themselves on precision risk assessment and financial inclusion — are taking off. These rivals are starting to break into a huge untapped borrower market — some 64 million US consumers don’t have a conventional FICO score, and 10 million of those are prime or near-prime consumers.

Incumbents can get in on the game by tapping into new developments in the credit scoring space, like psychometric scoring, which use data besides borrowing history to measure creditworthiness, and by integrating new technologies, like artificial intelligence (AI), to improve the accuracy of conventional risk assessment methods. There are still risks attached to these cutting-edge methods and technologies, but if incumbent lenders are aware of them, and take steps to mitigate them, the payoff from implementing these new tools can be huge.

In a new report, Business Insider Intelligence looks at the drivers encouraging incumbent lenders to consider adopting new credit scoring methods or innovative technologies that make the lending process more seamless. It also outlines what incumbents stand to gain from adopting alt scoring, the types of models on the market to choose from, the risks still appended to onboarding them, and recommendations on how to mitigate them to add real value to legacy lenders’ businesses.

Here are some of the key takeaways from the report:

  • Alternative lenders are disrupting the credit scoring space in two key ways: by using alternate credit scoring methods and integrating new technologies.
  • There’s a range of methods and technologies incumbent lenders can choose to implement. But the solutions that are best suited for a particular lender will vary based on its specific business needs, the demographics it aims to attract, and its jurisdiction’s regulatory landscape.
  • If executed correctly, the payoff can be huge for incumbent lenders. In addition to boosting financial inclusion and enabling lenders to tap into new demographic segments and markets, new methods and technologies can improve returns on existing demographics.
  • However, disruptions carry both short- and long-term risks that both fintechs and incumbent lenders must navigate. These include inbuilt biases, fraud, conflict with third-party data policies, and poor financial literacy among underserved demographics.

In full, the report:

  • Outlines the drivers behind incumbent lenders’ growing awareness and adoption of credit scoring disruptions.
  • Looks at the current range of methods and technologies changing the face of credit scoring.
  • Explains what incumbent lenders stand to gain by adopting these disruptions.
  • Discusses the risks still attached to these disruptions, and how incumbents can manage them to reap the rewards.
  • Gives an overview of what the credit scoring landscape of the future will look like, and how incumbents can prepare themselves to stay relevant.
How venture capital is hurting the economy 

Anthony Mirhaydari July 13, 2018

PricewaterhouseCoopers and CB Insights’ Q2 2018 MoneyTree report highlights the latest trends in venture capital funding globally.

REPORT HIGHLIGHTS:

US HITS RECORDS FOR DEALS, DOLLARS, AND MEGA-ROUNDS

Dollars were up 2% in Q2’18 as a record $23B was invested across 1,416 deals. 45 mega-rounds of $100M or more contributed to the strong quarterly funding total.

 

 

ASIA FUNDING CONTINUES TO RISE, WITH 10% INCREASE FROM Q1’18
Total quarterly funding to Asia-based companies increased 10% in Q2’18 as $21.2B was invested across 1,300 deals.
SILICON VALLEY DECREASED IN DEAL ACTIVITY

Silicon Valley deal activity declined to 166 deals in Q2’18, down from 170 in Q1. Total funding increased slightly to $3.9B. While San Francisco deals increased to 271, up from 260 in Q1.

 

Steven R. Gerbsman is a mentor at the Stanford University MBA entrepreneurial program and is a guest lecturer at the MBA programs at Berkeley, University of San Francisco and Georgetown.  In October, 2013, I video taped a seminar on “Corporate Governance” and “Early Warning Signs” for venture backed Intellectual Property companies.  This will be for use in the Stanford Engineering School via STVP (Stanford Technology Ventures Program) and SCPD (Stanford Center for Professional Devlopment).  
Please click on link below and you will get to the Stanford presentation. https://vimeo.com/82421069 

Gerbsman Partners is a Restructuring and Private Investment Banking firm that is strategically positioned to assist portfolio companies of equity investors, senior lenders and bondholders maximize enterprise value.  Since 1980, Gerbsman Partners has been involved in over $ 2.3 billion of restructurings, M&A and financing transactions and has maximized enterprise value for stakeholders and shareholders in going concern and highly leveraged, under-performing, under-capitalized and under-valued companies and their Intellectual Property, as well as emerging growth companies.

Since 2001, Gerbsman Partners has focused and been involved in maximizing enterprise and Intellectual Property value for 103 venture capital/private equity backed and /or senior lender financed, technology (software, mobile, telecom, optical networking, internet, digital commerce, clean tech, cyber-security, etc.), life science, medical device, solar, fuel cell, cyber/information security and low tech companies through Gerbsman Partners proprietary “Date Certain M&A Process”.  Gerbsman Partners has also terminated/restructured over $ 810 million of prohibitive real estate and equipment leases, sub-debt and creditor issues.  Gerbsman Partners also assists US, European and Israeli technology, digital marketing, and medical device companies with strategic alliance development, M&A and licensing and distribution of proprietary content.  Gerbsman Partners leverages its domain expertise and extensive experience to the benefit of all stakeholders at interest, both nationally and internationally through our Board of Intellectual Capital.

Gerbsman Partners has offices and strategic alliances in Boston, New York, Washington DC, McLean VA, San Francisco, Orange County, Europe and Israel.

 

Bitcoin has been plummeting in value — but the world’s largest crypto exchange still expects to net up to $1 billion in profits

Changpeng Zhao YouTube
  • The world’s largest cryptocurrency exchange, Binance, expects to bring in as much as $1 billion in profit in the course of 2018, Bloomberg reports.
  • The exchange has netted $300 million in profits since the start of 2018 alone.

Bitcoin, ethereum, and ripple all plummeted in value earlier this year — but their sudden decline hasn’t hurt one key player in the cryptocurrency industry.

The world’s largest cryptocurrency exchange, Binance, expects to bring in as much as $1 billion in profits in the course of 2018 alone.

In an interview with Bloomberg, Binance founder Changpeng Zhao said his company has netted $300 million this year. Already, the company has 10 million users and turns over billions in cryptocurrency exchanges daily, Zhao said.

The success of Zhao’s company is largely unprecedented: Zhao founded Binance just last year in July 2017. It’s snagged the attention of cryptocurrency enthusiasts worldwide with its impressive transaction rates (Binance can handle as many as 1.4 million transactions per second) and emphasis on security.

In a February interview with Forbes— in which he was featured on the magazine’s cover — Zhao said, “No decentralized exchange today can handle our volume, and none are as secure as we are.”