Skip to main content

Language: EN

Operationalizing Risk Models

DATASHEET

Operationalizing Risk Models

Book a Meeting

Struggling with Operationalizing Your R, Python, Excel and SAS Models?

Companies invest lots of time and money developing risk models to figure out which customers are the best bets for loans and credit. Operationalizing these models, developed in tools like Excel, SAS, Python and R, in risk decisioning processes often turns out to be really hard.

It’s much more efficient to use a risk decisioning solution like Provenir Risk Analytics and Decisioning Platform, which:

  • Is model-agnostic.
  • Will extend the value of your investment in industry-standard modeling tools.
  • Will ensure that automated risk decisioning processes developed in Provenir are always using the most accurate and up-to-date risk models.

This entire process takes just a few minutes, which means you not only gain an effective way to maximize the value of your models, but can also instantly adapt risk decisioning processes whenever a model changes — saving you both time and money.

Interested in learning how easy it really is to operationalize risk models with Provenir? Fill out the form to see exactly how the process works.

“Provenir gives us the capability we need to test and operationalize our advanced analytical models so we can make strategic changes quickly”

John Bartley, Team Lead Data Scientist, UK


LATEST BLOGS

Continue reading

Why Size Matters in Merchant Onboarding

WHITEPAPER

Why Size Matters
in Merchant Onboarding

Book a Meeting

The merchant onboarding and Know Your Customer (KYC) compliance processes are critical components of the card acquiring industry, ensuring that only trustworthy merchants are granted access to payment processing services. However, these processes are often complex, time-consuming, and resource-intensive, which can slow down business operations and increase costs.

To address these challenges, card acquirers are increasingly turning to merchant onboarding automation solutions that streamline the onboarding process and improve compliance with regulatory requirements. These solutions leverage advanced technologies such as machine learning and artificial intelligence to verify merchant identities, assess their creditworthiness, and monitor their transactions for potential fraud.

Choosing the right merchant onboarding automation solution is crucial for card acquirers to reduce the complexity and costs of these processes while ensuring compliance with KYC regulations. In this guide, we will explore the various factors to consider when selecting a merchant onboarding automation solution and provide you with actionable insights to help you make an informed decision.

In our whitepaper you will learn:

  • 2 capabilities to look for in a merchant onboarding solution
  • Why size matters when it comes to risk and compliance
  • How rapid integration and operationalized risk models meet merchant demand for fast onboarding

LATEST BLOGS

Continue reading

If You Can’t Onboard your Merchants in Minutes, Your Competitors Can

EBOOK

If You Can’t Onboard your Merchants in Minutes, Your Competitors Can

When it comes to merchant onboarding, speed can be make or break. Agile, tech-forward acquirers know this and have raised the bar for competitors who must balance speed, compliance, and risk management in the onboarding process.

This 5-page Whitepaper Discusses:

  • The complexity of the merchant onboarding processes.
  • The data and integration challenges that acquirers face while determining the credit-worthiness of a merchant.
  • How automation is drastically shifting merchants’ expectations of the onboarding experience.

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Read the Blog

RESOURCE LIBRARY

Provenir Achieves Record Growth in 2020
News ::

Provenir Achieves Record Growth in 20...

NEWS Provenir Achieves Record Growth in 2020 Record Revenue and ...
TransUnion Joins Provenir Marketplace to Help Businesses Accelerate Credit Risk Decisions
News ::

TransUnion Joins Provenir Marketplace...

NEWS TransUnion Joins Provenir Marketplaceto Help Businesses Accelerate Credit Risk ...
Elevate: On Driving Innovation in Credit-Scoring through Advanced Analytics

Elevate: On Driving Innovation in Cre...

BLOG Elevate:On Driving Innovation in Credit-Scoring through Advanced Analytics Elevate ...
Data Sheet ::

Proactively Identify Borrowers Most L...

DATA SHEET Proactively Identify BorrowersMost Likely to Respond What if ...
Data Sheet ::

Extending the Use of Salesforce into ...

DATA SHEET Extending the Use of Salesforceinto Loan Originations, KYC, ...
Magic 8 Ball Answers Question: How will Rising Interest Rates Impact the Commercial Real Estate Finance Market?
Blog ::

Magic 8 Ball Answers Question: How wi...

BLOG Magic 8 Ball Answers Question:How will Rising Interest Rates ...
Expand Your Risk Decisioning Universe: 5 Quick Wins Using Advanced Analytics
eBook ::

Expand Your Risk Decisioning Universe...

EBOOK Expand Your Risk Decisioning Universe:5 Quick Wins Using Advanced ...
Provenir Introduces Industry-Leading Data Cloud + Marketplace to Support Rapid Product Innovation and Superior Customer Experiences
News ::

Provenir Introduces Industry-Leading ...

NEWS Provenir Introduces Industry-Leading Data Cloud + Marketplaceto Support Rapid ...

Continue reading

The Future of Mortgage Origination is not About Mortgages Anymore

BLOG

The Future of Mortgage Origination
is not About Mortgages Anymore

Consider this scenario.

Sam has to pick up some checks from a client, but his car is in the shop. So, Sam takes an Uber to the client’s office, gets the checks, scans the checks into a business account using his iPhone, takes another Uber (making a dinner reservation through OpenTable while inside Uber), arrives at the restaurant, sits down to eat, and answers a LinkedIn message while he waits for his food.

Now reverse your clock 15 years.

Absolutely nothing in that story short of “sitting down in a restaurant” or “picking up paper checks from a client” would have been possible.

One of the biggest impacts of technological growth over the past two or three decades is the rise of the “on-demand economy,” which many people seem to believe is only geared towards the young, with their millennial mindset, skinny jeans, and SnapChat filters. In reality, the on-demand economy is growing for all age subsets, which makes perfect sense. If a person is hungry, has a smartphone, and wants food quicker, don’t you think they’d learn to adapt to the current systems?

Real estate disruption, on the other hand, is slow going. While regulations and infrastructure slow the rate of change, many argue it’s coming faster than we think. Some of the major areas being disrupted by Fintech startups are appraisal processes, subletting, and the chance to flip a home.

But now think about mortgages. In many ways, the mortgage defines the American dream — most people don’t have the outright cash to buy their family’s dream home — and because of or in spite of that, it’s one of the more tedious, painstaking processes out there. Talk to 100 people about their mortgage process; chances are, less than 10 were entirely happy with it. Rather, you will hear words like “stressful” or “painful”. Even with great banks and reps, the mortgage approval process can be time-consuming and overwhelming.

That’s poised to change, though.

Rocket Mortgage, now part of Quicken, was one of the first into this space. The seismic shift in mortgages is that an industry dominated for decades by box-checking processes and numbers is now being questioned by concepts like “UX” (User Experience) and rapid response, i.e. the on-demand economy.

The theory works like this: if you can get a car or a pizza in five minutes, why can’t you have an idea of where your mortgage will stand in the same period? “On-demand” has to apply universally, and more generations — not just millennials — believe that now.

How do mortgage origination software process applications so quickly?

Good mortgage origination software integrates with the TransUnion, FICO and other bureaus — then pulls data from public records, bank accounts, and social media profiles, among others, to deliver an initial mortgage context in seconds. In the same way that our Sam’s story wasn’t possible 15 years ago, nor was this. You’d probably wait at least a few hours, if not a week before someone gave you possibilities about your mortgage.

With this progress comes the “UX” mentioned above. Mobile got to scale very quickly — there are more smartphones on Earth than people — and as a result, much UX is mobile-first these days. When you’re on mobile, you’re quite literally on the go. You want a quick, easy, intuitive experience where you don’t need to pull a lot of data from other apps or screens. That ‘now’ mindset carries over regardless of device.

This — this process of designing the simplest, “I will stick with this until the end” method possible — is now how mortgage companies must think of their business. It’s not about 1991 metrics anymore. It’s about how you design the experience for the home buyer, whether they can access it quickly and easily, and what value-add you provide around that (helpful tips to guide them through the home buying process, for example).

Technology has changed everything — even the mortgage underwriting process. So, as a lender, you must realize that the business you’re in now isn’t the same one it has been for generations. Now it’s about experience and speed.

Is Your Digital Mortgage Experience Falling Behind?

Keep up in today’s digital mortgage revolution.

Learn More


LATEST BLOGS

Continue reading

“Hey, Lenders – Are You Using the Right Data Sources?”

BLOG

“Hey, Lenders – Are You Using the Right Data Sources?”

  • Pankaj Jain, Sr. Solution Architect at Provenir

As a digital transformation evangelist with years of experience in the financial and banking industry, I have helped many Fortune 500 clients future-proof their lending programs by providing intelligent solutions, especially in the decision risk management area. Through these engagements, I’ve observed that many lenders compromise their agility in rolling out a decisioning solution due to delays and challenges in the initial steps of evaluating and onboarding the right data sources. Customer needs and expectations are changing in real-time so lenders must eliminate barriers to their own agility to stay in the game. 

Below are few activities I’ve observed that compromise lenders’ agility: 

  • Choosing the Right Data Provider: Considering there are thousands of data providers across many lines of businesses, lenders always have to spend a lot of time choosing the right data provider for their decision strategy. Lenders must evaluate each data provider in each region by the line of business, review their doc specs, figure out ways to test their API in their decision solution, and then, based on the outcome, initiate the onboarding discussion. These activities often significantly delay the implementation of a risk decision solution and ultimately, delay better outcomes for the end customer. 
  • Onboarding Data Providers: Onboarding a data provider involves a series of discussions around pricing, legal contracts, support, etc., and again becomes a bottleneck in the lender’s agility to roll out products to end customers.
  • Switching Data Providers: Considering the effort required to onboard a data provider, lenders often default to their existing data provider and keep using the same data for their new risk decision solution or product. It’s like building a new car with an old engine designed for a different model.  They should put a mechanism in place to easily choose and switch to the data providers that best augment the overall risk decision solution.
  • Keeping Pace Data Sources: As data types are exponentially growing, data providers are offering new data sources, and it is hard for lenders to keep pace with who has what data. Most of the time, lenders default to using the same data type even if there are alternative data products in the market that offer new, more relevant, and deeper insights.

These activities are repeated for each data source and, on average, add a week to a month to making the data available for building a risk decision strategy around it.

To create true agility in launching a risk decisioning platform, lenders need a one-stop hub that offers easy access to a variety of data types so they can evaluate, integrate and easily build decision models around it instead of waiting for months. And having the right data source is as important as having a robust, agile risk decisioning platform.

The Provenir Data Cloud + Provenir Marketplace provides a wide variety of data sources in the lending ecosystem, along with advanced search capability to discover and detect trusted data sources based on geographic location, data type, product type, etc. It’s out of the box, prebuilt API provides seamless integration with available data sources such as credit bureaus, identification and fraud, collateral, alterative credit data, etc. 

The combination of discovering the right data sources and using an out of box prebuilt API allows the lender to quickly switch between different data providers. With a simple click of the button, they can integrate new data sources into their decision strategy seamlessly without having direct contact with the data provider. The lender can test the respective data and enable it for the end customer on the fly once satisfied with the desired test outcome.

Provenir Data Cloud + Marketplace helps lenders be more agile, responding quickly to changing data needs and focusing their time and energy on innovating their financial product. 

Learn how real-time data enhances risk decisioning and wins new customers.

Get the eBook


LATEST BLOGS

Continue reading

Dun & Bradstreet’s The Power of Data Podcast featuring Provenir’s Frode Berg

BLOG

Dun & Bradstreet’s The Power of Data Podcast
featuring Provenir’s Frode Berg

On this episode of Dun & Bradstreet’s The Power of Data Podcast, Frode Berg, General Manager, EMEA for Provenir shares his insights on data and analytics trends, industry challenges and opportunities for innovation. Frode and host Nick Whitehead explore the:

  • Future of open banking
  • Barriers and benefits of real-time data throughout the customer lifecycle
  • Biggest challenges fintechs and banks are facing in risk decision making
  • Areas where innovation is accelerating in the region

Grab a cup of coffee and listen in on this conversation to pick up some nuggets of new insights.

Ten Companies Using Alternative Data for the Greater Good

Read the Blog


LATEST BLOGS

Continue reading

Provenir Founder & CEO Recognized as a Top CEO

BLOG

Provenir Founder & CEO Recognized as a Top CEO

Congratulations to Larry Smith, Founder and CEO of Provenir, for being named one of the Top 50 US Financial Technology CEOs for 2021 by The Financial Technology Report. Hundreds of innovators, strategists and corporate leaders applied but only a select few are recognized for their impact on the financial services industry. The companies represented on this year’s award list have developed innovative ways to improve financial processes for consumers and businesses alike.

Learn more about the achievements of Larry and his fellow honorees at The Financial Technology Report. 


LATEST BLOGS

Continue reading

Guest Blog: Layering eIDV Solutions to Reduce Onboarding Friction

GUEST BLOG

Layering eIDV Solutions
to Reduce Onboarding Friction

  • Tanvi Tapadia, Integrated Marketing Specialist at Global Data Consortium

The identity verification stage of an onboarding flow is one of the biggest sources of attrition. Too much verification activity can be full of friction and frustration for the customer. Too little, and your organization could risk non-compliance. Furthermore, as an organization expands to new global markets, there are new regulations to comply with and thus, new costs to add on.

Companies spent $15 million in non-compliance costs, 2.7 times higher than the cost of compliance. Although attempts have been made at compliance and risk management technology, 79% of compliance costs are still dedicated to personnel. To avoid a technological compliance system from becoming obsolete, investing in a compliant, verification solution could fill the gap between your proactive compliance processes and an airtight, KYC-compliant onboarding funnel.

Find Your Layers

Identity verification comes in many shapes and sizes. From biometric to document to electronic identity verification and more, it can be overwhelming to know where to start.

Electronic identity verification (eIDV) is known for giving customers an easy onboarding experience. Its low-friction, fast nature typically makes it the first line of defense for KYC compliance. By utilizing personal information such as name, date of birth, or national ID from various data sources such as mobile carrier databases, judicial registries, utility provider records, consumer and subscription records, and more, you can quickly confirm if an individual is who they claim to be. But what happens if they fail their first attempt at being verified?

The best way to give customers a smooth identity verification experience is to approach your verification solution from all sides.

  1. Finding the verification types that are right for your organization. There are many different types of verification, but we’ll describe a few here.
    • Document verification: will your customers that need verification have or provide sensitive documents? Does your organization have the proper infrastructure to securely handle this type of Personally Identifiable Information (PII)?
    • Biometric verification: does your verification audience have access to the technology or smartphone necessary to take a clear photo of themselves? Do they know how?
    • Two Factor Authentication: one of the simplest identity verification methods is two-factor authentication but still requires access to another piece of technology.
  2. Familiarize yourself with global regulations, or find someone to do it for you.
    • Many compliance costs come from investing in people rather than technology. While compliance officers are absolutely necessary, finding one that is familiar with regulations in every market can be hard.
    • Global Data Consortium utilizes in-country data providers that have extensive knowledge of country-specific regulations. By leveraging authoritative data sources that refresh in real-time, your organization can have high-quality identity, AML- and KYC-compliant data to verify customers instantaneously.  
  3. Evaluate, question, and iterate your current processes.
    • As your organization grows and shifts, it’s important to evaluate costs and the tension between the onboarding experience and thorough compliance. Are your methods of verification still the right ones for your audience? Are they still reaching the right amount of compliance?

Go Out into the World!

Having a compliant business and an enjoyable onboarding experience does not have to be mutually exclusive, and the best way to do both is to layer up! By “waterfalling” each method of verification, you can ensure that your organization is taking reasonable measures to comply with AML and KYC requirements while giving customers the best experience possible.

Learn more on the Marketplace.

Ten Companies Using Alternative Data for the Greater Good

Read the Blog


LATEST BLOGS

Continue reading

Linda M. Lovett, Esq. Joins Provenir as In-house Legal Counsel

NEWS

Linda M. Lovett, Esq. Joins Provenir as In-house Legal Counsel

Provenir announces the appointment of Linda M. Lovett, Esq. as in-house Legal Counsel to partner globally on all commercial legal matters

Parsippany, NJ, April 22, 2021 – Provenir, a global leader in risk decisioning and data analytics software, welcomes Linda M. Lovett, Esq. as their in-house Legal Counsel. In her new role, Linda will be responsible for overseeing all Provenir’s commercial legal matters and supporting all Provenir’s new and existing product offerings, which include the Provenir AI-Powered Risk Decisioning Platform delivering data, decisioning, insight and solutions capabilities.

As a Columbia Law School Stone scholar, Linda brings a wealth of commercial legal experience as well as deep expertise in international and Fintech law. Prior to joining Provenir, Linda led significant engagements across debt restructuring, securities, and mergers and acquisitions, and negotiated more than 5,000 complex commercial agreements for large Fintech corporations, small start-up companies major New York law firms and non-profit foundations.

“We plan to sustain Provenir’s growth trajectory over the next few years, and I am thrilled to have Linda’s deep experience to help us achieve this goal,” said Kerri Antles, CFO. “Linda will help us put the appropriate infrastructure in place to support this growth, and her experience in international law will be invaluable as we continue to expand our global reach.” 

Commenting on her appointment, Linda added, “I am especially honored to be joining such a diverse and innovative group of brilliant executive team members under the leadership of Larry Smith. I’m extremely excited to join Provenir at such pivotal moment in its history. I see Provenir becoming one of the top leaders in the Fintech industry, and I look forward to helping them get there.”

About Provenir

Provenir helps fintechs, financial institutions, and payment providers make smarter decisions faster by simplifying the risk decisioning process. Its no-code, cloud-native SaaS products make it easy to rapidly create sophisticated decisioning workflows. With a global data marketplace for seamless integration, powerful AI & machine learning models, and real-time insights, Provenir has supercharged decisioning speed. Provenir works with disruptive financial services organizations in more than 33 countries and processes more than 2 billion transactions annually.

Connect with Linda on Linkedin.

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading

Provenir Joins Visa’s Fintech Fast Track Program as Risk Decisioning Enablement Partner

NEWS

Provenir Joins Visa’s Fintech Fast Track Program as Risk Decisioning Enablement Partner

Provenir partners with Visa to advance risk decisioning innovation across the fintech community

NEW JERSEY, US – April 20, 2021 – Provenir, a leader in risk decisioning and data analytics software, today announced that it has joined Visa’s Fintech Fast Track Program as a new enablement partner. With this collaboration, Provenir will empower fintechs to rapidly implement risk strategies and get innovative new products to market faster.

Provenir’s no code decisioning platform provides fintechs with a scalable and flexible decisioning solution that helps power smarter credit decisions across the entire customer lifecycle. With rapid data integration, easy model deployment, and visual configuration, Provenir gives fintechs the power to rapidly respond to market changes and evolve products to meet changing consumer demands.  

“We’re incredibly proud and excited to join Visa’s Fintech Fast Track program as an enablement partner,” said Kathy Stares, Executive Vice President – Americas, Provenir. “Provenir has a long-held commitment to helping fintechs power risk decisioning innovation and bring their industry-disrupting ideas to life. Every member of Visa’s Fast Track program has the potential to grow from a startup to decacorn, and I’m confident that Provenir’s cloud decisioning and analytics technology can help them accelerate their journey.”

“Fintech growth and innovation is on a tear – helping to change the way people manage money, invest and better prepare for their financial future – and Visa is at the center of this growing ecosystem,” said Terry Angelos, SVP and Global Head of Fintech, Visa.  “As technology innovation redefines finance, the power, reach and security of the Visa network is a key differentiator for both new and growing fintechs looking to get and up and running, and expand. We are excited to be working with Provenir to continue creating new and innovative ways to meet the evolving needs of the digital-first consumer and business of today.”

About Provenir

Provenir helps fintechs, financial institutions, and payment providers make smarter decisions faster by simplifying the risk decisioning process. Its no-code, cloud-native SaaS products make it easy to rapidly create sophisticated decisioning workflows. With a global data marketplace for seamless integration, powerful AI & machine learning models, and real-time insights, Provenir has supercharged decisioning speed. Provenir works with disruptive financial services organizations in more than 33 countries and processes more than 2 billion transactions annually.

The Ultimate Guide to Decision Engines

What is a decision engine and how does it help your business processes?

Learn More


LATEST NEWS

Continue reading