Skip to main content

Industry: Data

Webinar: Tackling Industry Priorities With a Different Approach to Data and AI

ON-DEMAND WEBINAR

Tackling Industry Priorities
With a Different Approach to Data and AI

Book a Meeting

Struggling with data integration and AI adoption?

There are vast amounts of data available to the financial services industry, yet many organizations struggle with data integration and AI adoption that delivers value to their customers. Join us as Carol Hamilton, Provenir’s Chief Product Officer, sits down with Holly Hughes, CMO of BAI, for a discussion on data and AI trends influencing the industry.

Discover:

  • How many providers plan to deliver a high level of responsiveness and superior customer experiences with new sources of data and the right predictive models
  • The ways simplified access to alternative and non-traditional data can reshape your business
  • How organizations of all sizes can accelerate AI/ML adoption while removing the typical barriers to implementation

Speakers:

  • Holly Hughes

    CMO, BAI

  • Carol Hamilton

    Chief Product Officer, Provenir


RESOURCES

Continue reading

Machine Learning in Banks: The Solution to the Data Scientist Talent Gap

BLOG

Machine Learning in Banks:
The Solution to the Data Scientist Talent Gap

In 2023, the shortage of skilled data scientists is still a challenge for financial institutions. According to Indeed.com, the popular recruiting site, searching for “Data Scientist Financial Services” returns 1745 results. McKinsey & Company studied over a dozen banks in Europe that have replaced older statistical-modeling approaches with machine-learning techniques and saw significant improvements in their business metrics.

The Talent Gap Challenge:

With the increasing importance of data analytics in banking, the shortage of skilled data scientists is becoming increasingly serious. Tools for collecting, sifting, and sorting data become faster, cheaper, and better, but people with the skills to make use of the results are harder and harder to find.

Cloud-Based Machine Learning Services:

Cloud-based machine learning services can help fill the talent gap by opening up opportunities for junior or internal hires to augment risk analytics teams, provide immediate value, and grow into more advanced roles. Machine Learning can train and deploy a credit risk model in about 20 minutes, even by someone with little to no experience.

Benefits of Machine Learning:

Machine learning is not just a temporary solution to a talent problem. McKinsey & Company’s study of European banks revealed increases in sales of new products, savings in capital expenditures, increases in cash collections, and declines in churn after replacing older statistical-modeling approaches with machine-learning techniques.

Automated Risk Decisioning:

Combining machine learning with automated risk decisioning can prove invaluable to a financial institution’s bottom line. Automated risk decisioning helps make better credit decisions and improves overall portfolio performance.

Machine learning is the solution to the data scientist talent gap in the banking industry. Cloud-based machine learning services can provide immediate value and help junior or internal hires grow into more advanced roles. The benefits of machine learning are significant and can positively impact a financial institution’s bottom line.


LATEST BLOGS

Latam Compliance Challenge for Decisioning

LATAM Next Complianc...

From Data Protection to Decisioning Accountability:What LATAM Regulation Means
Banks Architecture Gap - Provenir

The Architecture Gap...

Decisioning ArchitectureThe Architecture Gap: Banking's Next Competitive Battleground Banks
BLOG Andy

The Real Cost of Ven...

The Real Cost of Vendor Dependency in Credit Decisioning
260617 - BLOG Matthew Nutt - FeatureIMG - 60431

What Does a Good Dat...

What Does a Good Data Provider Review Actually Look
Ebook CM

AI-Powered Customer ...

AI-Powered Customer Management:How Leading Institutions Turn Intelligence Into Revenue
Hyper-Personalization - FeatureIMG-EN

From Personalization...

From Personalization to Hyper-personalization:An Executive Playbook Executive Summary Financial
The Revenue Hiding in Your Customer Base

The Revenue Hiding i...

New market expansion. Unbanked populations. Fintech partnerships. Meanwhile, the
BLOG CXO

What It Really Takes...

Building a Decision Intelligence platform for financial services sounds

Continue reading

2022 Global Fintech Agenda

INFOGRAPHIC

2022 Global Fintech Agenda

What’s driving the agenda for fintechs and financial services in 2022?

Pulse and Provenir surveyed 400 decision-makers in fintechs and financial services organizations globally to find out what they believe will be the biggest challenges, opportunities and trends of 2022 and how they plan to address them with data, AI and decisioning.

The Ultimate Guide to Decision Engines

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

Read the Blog

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading

Guest blog: How mobile data secure solutions can help prevent fraud throughout the customer journey

GUEST BLOG

How mobile data secure solutions
can help prevent fraud throughout the customer journey

  • Sarah Small, Global Partner Marketing Manager, Sekura Mobile Intelligence

It’s clear that the events of the last two years have forced the business world to undertake a digital reality check and left organisations racing to address the challenges created by the rapid and unexpected adoption of online services. This double-edged sword of rapid consumer behaviour change has created the ideal environment for organisations to rethink their business model towards a digital-first strategy, whilst unfortunately also exposing them to digital fraud and online scams in unprecedented volumes.

Changes to consumer behaviour – a playground for fraud

Much has been written since the pandemic hit about the impact of Covid 19 and the changes that society has had to make in both personal and working lives. High streets are struggling, major retailers have closed or moved exclusively online, and for a period of time our working and in part social lives became an online activity only.

But as ever, where the genuine consumers are, the fraudster will follow. With the dramatic shift to online digital transaction has come the inevitable increase in online fraud – social engineering-enabled scams, account takeovers and theft.

In the first half of last year, criminals stole a total of £753.9 million through fraud, an increase of 30% compared to the first half of 2020. UK Finance

And so, controls are needed. To create the appropriate level of protection in online channels, these controls must be applied across the customer lifecycle, from the initial account set up and throughout a user’s transactional journey, including verification of a customer’s identity at account application and onboarding, confirmation of ID at account login and by verifying device ownership and authenticating the user during transactions, payments, money transfer and through all sensitive online activities.

The ultimate goal is to achieve a secure and frictionless online experience for the genuine customer while making it as difficult as possible for bad actors to succeed. Mobile operator data can offer the solution.

The power of mobile data

While the world has been going through rapid digital change, global mobile operators have been working to get mobile identity services prepared and optimised in readiness to support the explosion of new services and the use cases that this has created.

Worldwide, mobile operators are recognising and commercially deploying their digital identity services and resources to provide a unique set of tools and to enable secure customer authentication, user identity verification and account protection solutions. Their entry into this market has been carefully considered (for example to align with data privacy regulations) and now more operators are offering authentication services and other mobile identity tools and are gaining traction in the market.

Monthly active users of operators MSISDN-based authentication services alone are approaching 1 billion and are estimated to be growing at over 17% a year. Furthermore, several dozen innovative mobile operators are developing their mobile identity services, building on new investment and capabilities in big data, AI, machine learning and APIs to bring more advanced mobile identity products to market.

How Sekura is utilizing this data

The Sekura prediction: 2022 will be seen as the year that mobile identity intelligence data became a truly fundamental enabler for the ongoing growth of the global economy.

Now is the time that the global identity challenges and the increased availability of mobile solutions align to create a market in which mobile data can address real world problems using frictionless, seamless, real time mobile services to simplify customer journeys and prevent bad actors.

The mobile phone provides unique data in that it is the only available source of ‘dynamic’ data about what is happening right now – in ‘real time’. This capability allows mobile data to be used as a source of valuable signals in the fight against fraud, even in the fast-moving digital world that we live in.

Sekura have harnessed this ‘dynamic data’ to flag whether a device has been lost or stolen, signal that a SIM card has been recently swapped, that Call Forwarding has been set to divert calls to another device, or that a device has been recycled and is no longer used by the previous owner. The signals that it can reveal are available immediately so that if any of these actions occur, the data can be checked within an online banking or retail flow and used to help prevent fraudulent transactions or transfers before they happen.

Even better, by using mobile data to keep fraudsters out, it is also possible to easily identify the good guys – you and me – and ensure that, with simple mobile data checks behind the scenes, we are able to access our online services securely, quickly and easily and get on with our lives.

Ten Companies Using Alternative Data for the Greater Good

Read the Blog


LATEST BLOGS

Latam Compliance Challenge for Decisioning

LATAM Next Complianc...

From Data Protection to Decisioning Accountability:What LATAM Regulation Means
Banks Architecture Gap - Provenir

The Architecture Gap...

Decisioning ArchitectureThe Architecture Gap: Banking's Next Competitive Battleground Banks
BLOG Andy

The Real Cost of Ven...

The Real Cost of Vendor Dependency in Credit Decisioning
260617 - BLOG Matthew Nutt - FeatureIMG - 60431

What Does a Good Dat...

What Does a Good Data Provider Review Actually Look
Ebook CM

AI-Powered Customer ...

AI-Powered Customer Management:How Leading Institutions Turn Intelligence Into Revenue
Hyper-Personalization - FeatureIMG-EN

From Personalization...

From Personalization to Hyper-personalization:An Executive Playbook Executive Summary Financial
The Revenue Hiding in Your Customer Base

The Revenue Hiding i...

New market expansion. Unbanked populations. Fintech partnerships. Meanwhile, the
BLOG CXO

What It Really Takes...

Building a Decision Intelligence platform for financial services sounds

Continue reading

Artificial Intelligence, Simplified.

EBOOK

Artificial Intelligence, Simplified.

How to Level Up Your Risk Decisioning in Under 60 Days

Artificial intelligence in financial services is a $450 billion opportunity – but most AI projects never even get off the ground. Using AI in combination with the right data and the right decisioning tools means you can take a bite out of those billions of dollars of opportunity – and you can get there in less than two months.

Discover why you should implement AI in your risk decisioning, and how to do it.

The Ultimate Guide to Decision Engines

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

Read the Blog

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading

Data on Demand: The Power of Real-Time Data for Risk Decisioning

EBOOK

Data on Demand: The Power of Real-Time Data for Risk Decisioning

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

In a digital first world everything is available on demand. Consumers expect instant gratification, not just for small things like movies or music, but for everything, including financial services. If you’re not approving a loan application in real-time, there’s a competitor who will.

In our latest ebook, we explore what the future of data for risk decisioning looks like. And, how real-time, on-demand data will:

  • Enhance decisioning accuracy
  • Power world-class consumer experiences
  • Support innovation across your business strategy

Download the ebook today to discover how curating a single source for historical and real-time data simplifies data access, enhances data science and machine learning strategies, and democratizes data use across your organization.

The Ultimate Guide to Decision Engines

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

Read the Blog

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading

Auto Financing – Drive a Better Consumer Experience

INFOGRAPHIC

Auto Financing – Drive a Better Consumer Experience

Auto Financing – Drive a Better Consumer Experience

Did you know that all it takes is 90 minutes in a dealership for customer satisfaction to decline? Whether your customers are purchasing cars, trucks, motorcycles, RVs or even boats, the faster and smoother you can make the experience, the better. Get in the fast lane and discover how to accelerate the auto lending experience with automated risk decisioning tools.

Make your auto financing process more like Netflix, and less like Blockbuster. Download our ‘Netflixing Auto Financing’ eBook to learn more.

Ready to accelerate your auto financing strategy?

Get the guide

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading

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.

The Ultimate Guide to Decision Engines

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

Read the Blog

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading

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

The Ultimate Guide to Decision Engines

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

Read the Blog

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

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?

Get the eBook

RESOURCE LIBRARY

NEWS: 2025 New Global Survey
News, Credit Risk Mgmt, Fraud, Provenir /

NEWS: 2025 New Global Survey

New Global Survey Shows Nearly Half of Financial Services Executives Struggling to ... Read More →
Survey: 2025 Global Risk Decisioning Survey
eBook, Survey, AI /

Survey: 2025 Global Risk Decisioning ...

Survey: 2025 Global Risk Decisioning Survey What are the key challenges and ... Read More →
blog lending thumbnail
Blog, Loans, Mortgage /

BLOG: Unlocking Success in Poland’s L...

Thriving Through Change: Unlocking Success in Poland’s Lending Revolution Adapting to Rising ... Read More →
BLOG AI Round up
Blog, Decisioning /

BLOG: Shaping the Future of Decisioni...

Shaping the Future of Decisioning: How These Leading Financial Services Providers are ... Read More →
EBOOK: How Telcos Can Boost Revenue Without the Risk
eBook, Telco /

EBOOK: How Telcos Can Boost Revenue W...

Dial Into Profit: How Telcos Can Boost Revenue Without the Risk Harnessing ... Read More →
boss article
News, Onboarding, Provenir /

NEWS: It’s Dentistry’s Turn to Open W...

It’s Dentistry’s Turn to Open Wide: Provenir partners with dental service organization ... Read More →
finextra news
News, Fraud /

NEWS: Financial Services Trends for 2...

Financial Services Trends for 2025 Fraud Prevention, Customer Account Management, and More ... Read More →
News: Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and Fraud Mitigation
News, Decisioning, Fraud /

News: Chartis Research Executive Brie...

Chartis Research Executive Brief Details Provenir ‘Best-in-Class’ Capabilities for Credit Risk and ... Read More →
Vendor Report: Chartis Research Names Provenir a Global Leader
eBook, Decisioning, Fraud, Provenir /

Vendor Report: Chartis Research Names...

Chartis Research Names Provenir a Global Leader Credit and Fraud – A ... Read More →
Event, AI, Banking /

AI In Banking for Smarter Decisions B...

You’re Invited: AI In Banking for Smarter Decisions Business Lunch with Provenir ... Read More →
finextra with kathy stares
News, Embedded Finance /

News: Embracing the Soon-to-Be $228 B...

Embracing the Soon-to-Be $228 Billion Embedded Finance Revenue Opportunity The value of ... Read More →
fintech winner award
News, Awards, Fintech, Provenir /

News: Winner Tech of the Future AI an...

Provenir AI-Powered Decisioning Platform Recognized for Excellence in the FinTech Futures Banking ... Read More →
CFN lenders
News, Mortgage, Provenir /

News: Thriving Through the Mortgage S...

Thriving Through the Mortgage Squeeze:How Lenders Can Conquer Delinquencies, Fraud, and Falling ... Read More →
fighting fraud podcast
Podcast, AI, Fraud /

Podcast: The Fintech Diaries Podcast

podcast The Fintech Diaries Podcast: Fighting Fraud with Provenir How AI is ... Read More →
The Importance of Customer Experience in Driving Loyalty Across the Subscriber Lifecycle
Blog, Telco /

Blog: The Importance of Customer Expe...

Discover how telcos can enhance customer experience across the entire subscriber lifecycle ... Read More →

Continue reading