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Operationalize your Financial Risk Models

DATA SHEET

Operationalize your Financial Risk Models

Quickly and easily import multiple types of risk models

The Provenir decisioning Platform and risk analytics is unique in its ability to quickly and easily import multiple types of risk models so that they can be operationalized in automated decisioning processes.

Because the integration is “model agnostic”, simple and complex models and scorecards developed in third-party tools such as SAS, R and Excel or exported using PMML or MathML can be imported, validated and mapped via easy-to-use wizards.

With Provenir, there is no need for programming, enabling models to be imported and operationalized in minutes. This exclusive capability extends the value of your investment in industry-standard modeling tools while ensuring that automated risk decisioning processes developed in Provenir are always using the most accurate and up-to-date risk models.

Here’s a quick summary that shows just how easy it is to operationalize an R model.

Simply click Add to select a model from your system files and import it into Provenir. Provenir automatically validates the model’s code and extracts the fields for mapping.

Open the model to visually configure the input and output mapping by dragging lines between the model’s and Provenir’s data fields. This creates Execution Profiles.

Input mapping specifies the data from Provenir that will be used by the model to execute the analysis.
Output mapping specifies the data to be returned to Provenir once the model has executed.
Provenir also provides options for managing the Execution Profile including how a returned value should be handled as well as using more than one Execution Profile with a model.

Provenir dynamically maps between the R model and its decisioning process. You can also map constant or fixed values between the model and Provenir.

Finally, check in your new model object and you are ready to test it. You can test it directly from the model object itself or place it in a business logic process and test it. Provenir provides visual feedback to show you exactly what happened during the test.

With these few simple steps, your R model has been operationalized in an automated Provenir risk decisioning process.

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Infographic: The Intersection of Credit Cards + Buy Now, Pay Later

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The Intersection of Credit Cards + Buy Now, Pay Later

How to Work Together to Accelerate Growth

62% of current Buy Now, Pay Later customers think it could replace their credit cards. But where does that leave credit cards? Discover how BNPL and the credit card industry can work together to encourage responsible lending, financial inclusion and profitable growth.

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Datasheet: Accelerate Auto Financing

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Accelerate Auto Financing

Drive More Business with Provenir

Automated data aggregation and decisioning, real-time time approvals and advanced analytics – learn more about accelerating the auto lending process for a superior customer experience.

Ready to accelerate your auto financing strategy?

Get the guide

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Datasheet: Thrive in Buy Now, Pay Later

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Thrive in Buy Now, Pay Later

Real-time onboarding. Integrated fraud checks. Smarter decisioning.

Advanced automation, analytics, decisioning and integration capabilities – learn more about streamlining complex processes and creating a superior customer experience.

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eBook: The Future of Buy Now, Pay Later – the Industry Weighs In

EBOOK

The Future of Buy Now, Pay Later – the Industry Weighs In

Discover what industry experts predict is on the horizon for the rapidly evolving Buy Now, Pay Later market

uy Now, Pay Later (BNPL) is absolutely everywhere these days. Record transaction numbers, new providers, new markets served. What does this rapid growth mean for the future of BNPL? What impact will increasing regulations have on the seemingly endless runway of opportunity? Hear from industry influencers what they believe the future of BNPL has in store – for providers, merchants and consumers.

Learn about:

  • The impact of the Covid-19 pandemic on BNPL trends
  • How providers can create products that support long-term credit health
  • How the right technology solutions can future-proof your BNPL products

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Drive a Better Auto Finance Experience

EBOOK

Drive a Better Auto Finance Experience

How to create a Netflix-like experience in auto lending with automated risk decisioning

In the age of instant everything, consumers expect immediate answers. Auto financing is no different. If you aren’t approving auto loans quickly, your competition may be – losing you valuable customers in the process.

Explore our auto financing eBook, where we look at the evolution of auto lending and how real-time, instant risk decisioning can make a difference in the satisfaction of your customers.

Learn:

  • How to create brand loyalty with superior, customized auto purchasing experiences
  • The way on-demand data and instant risk decisioning can power faster innovation across your business
  • How making the right credit decisions, quickly, is key to long-term growth

Download the eBook today and discover how you can drive a better consumer experience with AI-powered risk decisioning.

The Ultimate Guide to Decision Engines

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

Read the Blog

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Women-Led Entrepreneurship in LATAM: Closing the Gap Through Smarter Credit Decisioning

EBOOK

Women-Led Entrepreneurship in LATAM:
Closing the Gap Through Smarter Credit Decisioning

Book a Meeting

Closing the gender credit accessibility gap in LATAM

It’s no secret that workplace and economic inequality between men and women still exists on a global scale. In Latin America, there is an even greater gender gap. Did you know that 54% of Latin American women must use their own savings to start a project?

  • Only 15% of women are able to start their own companies with the support of a private bank
  • Women represent 56% of informal employment  
  • Women have a “double shift”: managing both outside work and housework  

However, today technology is helping to bridge that gap and play a part in stabilizing the economic playing field for women. Get the eBook and learn how you can adapt and change for the betterment of millions of women, while generating new business opportunities.

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Women-Led Entrepreneurship in Latam

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Women-Led Entrepreneurship
in Latam

How to close the gap through smarter credit decisioning

Discover how closing the economic gender gap in Latin America can increase the size of the economy by up to 22%. For more information on how to support women-led entrepreneurship and closing the gender gap, check out our latest eBook. Hear from industry experts, see real-life examples and discover how technology can be the catalyst.

Get your copy of the Women-Led Entrepreneurship in Latam eBook

Get the eBook

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provenir logo

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Provenir for Automating Factoring and Invoice Discounting

DATA SHEET

Provenir for Automating Factoring and Invoice Discounting

Gain the Competitive Edge with Advanced Technology for Integration, Decisioning, KYC and Operationalized Risk Models

Companies that can offer clients simple, efficient factoring and invoice discounting services are the ones that will win more business. But these companies can’t do so at the risk of failing to meet KYC regulations or taking on high-risk clients.

Provenir delivers a unified, vendor-agnostic platform to help your business make the right decisions and make them faster. Leveraging workflow automation, easy integration capabilities and real-time risk analytics and decisioning, Provenir can help you automate and streamline factoring and invoice discounting from start to finish. Instead of days or weeks to complete the process, you can make a decision in just a few minutes to accelerate market growth while reducing risk and ensuring compliance.

  • Cut time and costs with end-to-end workflow orchestration and configurable integration adapters that automatically aggregate information from virtually any internal and external data source.
  • Increase compliance with automated KYC processes that gather data from multiple systems and bureaus, standardize and analyze it to drive a decision.
  • Lower risk with industry-standard financial risk models, including R, SAS, Excel and PMML, easily operationalized within automated risk decisioning processes.
  • Increase business-level control and agility with visual configuration tools to quickly create and change user interfaces, rules, processes and integrations without any programming or dependence on Provenir.
  • Accelerate deployment with the Provenir which offers a highly secure cloud environment with flexible options for domain setup, managed services, deployments and scalability.

Provenir simplifies, automates and streamlines complex factoring and invoice discounting processes to deliver a better client experience, increase efficiency, ensure compliance and reduce risk.

Simplify Integration and Decisioning Processes

  • Pre-built adapters automate data aggregation with quick integration to multiple sources including enterprise and third-party systems, websites, credit bureaus and social media.
  • Workflow orchestration can automatically manage data enrichment, use existing analytic models to determine risk and move to the next step in the process.
  • Straight-through processing supports instant decisioning with no manual intervention where appropriate.
  • Fully-featured document management provides a centralized, enterprise-wide repository that acts as a single source of information for all decisioning and business processes.
  • Customized documents delivered by the latest technology create a socially collaborative customer experience.

Cut Time and Costs for KYC Compliance

  • Integrated KYC/AML workflow automatically identifies, verifies and validates a client.
  • Dynamic business logic can determine compliance or non-compliance and refer an application to the right individual for further analysis.
  • Business-defined rules support specialization, applying the right regulations and ensuring the right data is captured for each client.

Improve Underwriting Efficiency

  • Easy-to-use- model integration adapters allow any risk model or scorecard developed in industry-standard tools, including SAS, R, Excel, or exported using PMML/MathML, to be quickly operationalized in decisioning processes.
  • Rules-driven decisioning applies risk models and scorecards to aggregated data to automatically determine a rating.
  • A visual interface simplifies risk rating on an on-going basis, such as viewing previous or historical ratings, modifying ratings and re-rating.

Learn how easy it really is to operationalize risk models with Provenir.

Get the Risk Models Guide

Increase Business Agility

  • Wizards make it easy to import, validate and map simple and complex risk models and scorecards without any programming.
  • A visual configuration environment provides graphical tools and wizards to rapidly integrate with data sources, develop interfaces, define rules and build workflows.
  • Visual testing capabilities include champion/challenger testing to facilitate “what if” analysis before risk decisioning processes are put into production.

Automate Factoring and Invoice Discounting with Provenir

Download the PDF Version

The Ultimate Guide to Faster Merchant Onboarding

Get the Guide

RESOURCE LIBRARY

Survey, Decisioning /

2024 Global Risk Decisioning Survey

Survey 2024 Global Risk Decisioning Survey What’s top of mind for financial ... Read More →
Fintech helping to drive access to finance for Philippines’ MSMEs
News, SME Lending /

Fintech helping to drive access to fi...

NEWS Fintech helping to drive accessto finance for Philippines’ MSMEs MSMEs make ... Read More →
Provenir appoints industry veteran Mark Collingwood as Vice President, and Regional Leader of UK, Ireland and the Nordics
News, Provenir /

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NEWS Provenir appoints industry veteran Mark Collingwoodas Vice President, and Regional Leader ... Read More →
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News, Digital Lending, Provenir /

Provenir and tbi bank Recognized for ...

NEWS Provenir and tbi bank Recognizedfor “Best in Digital Lending Implementation” in ... Read More →
The Future of Buy Now, Pay Later
Webinar, BNPL /

The Future of Buy Now, Pay Later

ON-DEMAND WEBINAR The Future of Buy Now, Pay Later Book a Meeting ... Read More →
Provenir Named Best Credit Risk Solution for Third Consecutive Year in the Credit & Collections Technology Awards
News, Credit Risk Mgmt, Provenir /

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NEWS Provenir Named Best Credit Risk Solutionfor Third Consecutive Year in the ... Read More →
provenir logo
Blog, Decisioning /

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BLOG Buy vs. Build in the UKWhy "Buy" is the Right Choice ... Read More →
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News, BNPL /

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NEWS Evolving Buy Now, Pay Laterand Pivoting to Profitability Why is BNPL ... Read More →
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tbi Bank’s Costin Mincovici Wants to See More ‘Aha’ Moments in Digital ... Read More →
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Provenir Named Winner of ‘Data Initia...

NEWS Provenir Named Winnerof ‘Data Initiative of the Year’ in the 2023 ... Read More →
Webinar, SME Lending /

Fostering SME Lending Resilience in E...

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Continue reading

Alternative Data – The Champion of Innovative Credit Scoring

INFOGRAPHIC

Alternative Data –
The Champion of Innovative Credit Scoring

How to improve decisioning accuracy and expand your customer base

Traditional credit scores from Credit Reporting Agencies have historically been the only method to determine the risk of lending to an individual. But there are ways to get a much clearer view of a person’s credit risk and make more accurate lending decisions. There are 2.5 quintillion byes of data created globally every day – including various types of alternative data not captured by traditional credit scores.

64% of lenders/credit providers using alternative data see tangible benefits within only a year. Discover why using alternative data is quickly becoming a competitive advantage for lenders.

Want to know how to use alternative data in your credit decisioning?

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