Industry: Decisioning
Tackling digitization in financial services? Add these inspiring books to your reading list
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Tackling digitization in financial services?
Add these inspiring books to your reading list
Whether your organization is just starting out on a digital journey, you’re an expert on digitization in financial services, or anywhere in-between, learning from leaders in the industry can help inspire you to think about things differently!
At Provenir, I spend my time working with a huge range of people, from those who work in organizations exploring their digital options, to employees of what can only be described as digital disruptors, and one thing is clear: Digitization isn’t a one size fits all situation. Learning something new every day from these amazingly creative and talented people has inspired me to expand my reading list this year and delve into some additional perspectives.
And, I thought I’d share the first 5 books on my list with you! These books, covering everything from data analytics to the banks of the future, are a great resource for anyone in the financial industry:
The Model Thinker: What You Need to Know to Make Data Work for You
Data has the power to transform your risk decisioning processes, so this fascinating book, The Model Thinker, from social scientist Scott E. Page is at the top of my reading list. When it comes to making credit decisions in today’s digital world you need to gain a much deeper understanding of what the data is trying to tell you, “anyone who has ever opened up a spreadsheet packed with seemingly infinite lines of data knows, numbers aren’t enough: we need to know how to make those numbers talk.”
The Model Thinker covers linear regression, random walks, and many other models, but perhaps the most fascinating method discussed is the ‘many-model paradigm.’ This “shows the reader how to apply multiple models to organize the data, leading to wiser choices, more accurate predictions, and more robust designs.”
A fantastic option for anyone in financial services, providing a practical toolkit to teach business users, scientists, analysts, writers, and more, how to leverage data to make more informed decisions.
As one of the leading influencers in the FinTech industry Duena Blomstrom needs no introduction and her new book—named after her method and philosophy—Emotional Banking, speaks straight to our human, and tech, hearts. Why? Because at Provenir, we’re huge believers that talent, not just technology, is at the core of creating world class digital experiences.
Anybody working in financial institutions that are looking to leverage technology to drive client interactions will benefit from reading this book. It’s easy to forget, especially in today’s digital-first world that, those emotional connections with customers can be the difference between an average experience and a brand-building moment.
With Emotional Banking, Blomstom promises to explore key questions including, how can banks find their way into customer’s hearts? Is inertia in banking a result of a broken internal culture? What is FinTech and why does it matter?
For those looking for practical advice it concludes with “examples of best practices and a hands-on approach on how to change the inertia, become a brand and make customers fall in love with their bank.”
Digitization isn’t just limited to large financial institutions, even credit unions and community banks need to take the digital journey.Breaking the Digital Gridlock by John Best aims to help smaller financial institutions “make the shift to digital—even without a seven-figure consulting budget.”
This book piqued my interest for a number of reasons, including its promise to emphasize how organizations can maintain the culture, services, and features valued by their customers while embracing digitization.
With a focus on real-world strategies to take “the leap without tearing your organization apart,” this book should be on your radar if you’re working in a community bank or credit union that is looking to begin their digital journey.
The expert advice shared by industry innovation leader, Best, covers embracing technology at key points in an organization’s evolution, “how FinTech partnerships and strategic technology acquisition can foster new growth with minimal disruption, and how project management can be restructured to most effectively implement any digital solution and how to implement and leverage analytics.”
It’s impossible to ignore a book that sells itself as “a visionary roadmap for the future, a timely guide on how to navigate the world of finance as we create the next generation of humanity.”
Chris Skinner, author of the thefinanser.com, has added another book to his already impressive list with Digital Human. Why is this book on my reading list? Because this all-in approach is something both myself and the Provenir team truly believe in, “Digital is not merely a “bolting on” of technology to produce results faster and cheaper, but a complete rethinking of common business practices and notions of efficiency and customer engagement.”
Watching businesses embrace change is one of the most rewarding aspects of my role, so I’m always interested to gain new perspectives on how financial institutions can leverage technology to drive transformation. Digital Human offers a “timely guide on how to navigate the world of finance as we create the next generation of humanity,” with insights covering: rethinking business models, implementing the right technology, and a roadmap to digital success.
For someone working in financial services, no reading list would be complete without a book authored by the fantastic Brett King. So here it is: “Bank 4.0 explores the radical transformation already taking place in banking and follows it to its logical conclusion. What will banking look like in 30 years? 50 years?” Isn’t that the question that we’d all like to know the answer to?
Banks are facing an increasingly challenging future and the “coming Bank 4.0 era is one where either your bank is embedded in your world via tech, or it no longer exists.”
The final book in King’s Bank Series explores the future of banking and the role that technology will play in that story. Bank 4.0 promises to help readers identify the low-friction, technology experiences that are undermining existing products and how technology will shape the future of the industry. It also looks into how FinTechs are using psychology, behavior, and technology to disrupt the banking industry. “Bank 4.0 takes you to a world where banking will be instant, smart and ubiquitous, and where you’ll have to adapt faster than ever before just to survive. Welcome to the future.”
LATEST BLOGS
Unleash the Power of Risk Analytics Within Your Salesforce Environment
ON-DEMAND WEBINAR
Unleash the Power of Risk Analytics
Within Your Salesforce Environment
In this 30-minute, on-demand webinar you will learn how you can use Salesforce in your risk strategy. It shows you just how east it is to leverage the customer management power of Salesforce while gaining speed and agility in your decisioning workflows.
This live discussion demonstrates how you can:
- Automate complex analytics and decisioning processes from your Salesforce environment.
- Pair sophisticated intelligence and risk analytics with Salesforce for simply predictive cross-sell and upsell campaigns.
- Integrate various structured and unstructured data sources with your Salesforce environment to create a powerful risk strategy ecosystem.
- Keep a single set of integrated data across systems to avoid duplication or compliance concerns and to capitalize on real-time risk processes.
RESOURCES
Digital Panel: FinTech and Covid19 – Supporting Rapid Access to Credit
ON-DEMAND WEBINAR
Digital Panel:
Fintech and Covid-19 – Supporting Rapid Access to Credit
Watch our video panel as industry experts from leading North American FinTechs come together to discuss the practical steps businesses can take to manage risk while supporting clients throughout the Covid-19 pandemic.
From risk strategy updates to technical changes, in this knowledge sharing online event panelists from PayPal, Sofi, and Chime discussed the rapidly evolving risk challenges and shared their insights on how FinTechs can adapt to ensure both businesses and consumers have rapid and easy access to financial services both during and after the crises.
Speakers:
-
Aaron Plante
GM Lending, Chime
-
Adam Colclasure
Sr. Director, Risk Infrastructure, SoFi
-
Vishlesha Patil
Director of Product Management, PayPal
Moderator:
Dominic Schaffer
Sales, Provenir
RESOURCES
Accelerate Application Delivery with Provenir’s Unified Cloud Solution
GUIDE
Accelerate Application Delivery
with Provenir’s Unified Cloud Solution
While the decision to take advantage of the cloud may be an easy one, choosing the right cloud implementation is not so simple.
Companies need a cloud environment that offers a robust set of tools and features to support business agility, flexibility, security and growth.
Provenir offers a highly flexible environment, with multiple options for Platform as a Service (PaaS) and managing application business logic. This flexibility lets you choose an implementation that best suits your needs while reaping the advantages of an agile, business-focused cloud environment.
The heart of Provenir is the Provenir risk analytics and decisioning Platform, which has been providing innovative analytics and decisioning, integration and orchestration capabilities for more than 15 years. By combining the power of the Provenir Platform with Amazon Web Services, Provenir Cloud delivers the ideal environment for developing, testing and deploying new applications that help you gain the competitive advantage.
- Achieve business flexibility. Choose from three PaaS models and two models for managing business logic to best accommodate your business and budget requirements.
- Ensure uptime. Meet your SLAs with a minimum of fault tolerance to 99.5%. Provenir Cloud offers an option for guaranteed 99.95% fault tolerance.
- Support enterprise growth. Precisely manage load with the ability to manually or automatically scale up or down on demand.
- Maintain security. Keep business logic, data and resources secure with Provenir Cloud’s extensive set of security capabilities.
- Simplify maintenance. Efficiently manage your cloud environment using the one-stop Provenir Cloud Portal.
“The Provenir solution is an important element in this transformation. We’re pleased with how quickly we’ve been able to develop an end-to-end efficient workflow; the interface is so visual that it is simple to design effective, transparent business processes.”
Provenir Cloud Key Features
Options for PaaS Models
- Complete cloud maintenance by Provenir Cloud Administration.
- Complete cloud maintenance by Provenir Cloud Administration with a secure VPN connection to your infrastructure so that on-premise resources can be used in cloud-based decisioning processes.
- A development and QA environment within Provenir Cloud with production using your system and network infrastructure.
Options for Managing Business Logic
- Provenir manages the complete application lifecycle including development of business logic, promotions and production.
- You create and maintain your business logic and promotions with Provenir managing production.
High Availability
- Standard availability provides fault tolerance to a minimum of 99.5%.
- Optional high availability offers fault tolerance of 99.95%.
Robust Disaster Recovery
- Mechanisms include daily database snapshots, multi-region database replication and Amazon Machine Images for the Provenir Platform.
On-Demand Scalability
- Quickly scale horizontally and vertically in response to increased load. Scaling can be done manually or using an automated scaling algorithm. The Provenir Cloud environment can also scale down during times of decreased load.
Robust Security
- Every client is provisioned with dedicated resources including a virtual private cloud, database and server instances to isolate business logic, data and resources.
- All data that enters the Provenir Cloud environment uses secure TLS to encrypt data between components as well as 2048-bit asymmetric encryption to store any sensitive data that is persisted to data stores.
- Firewall protection allows only whitelisted IP addresses. Use security groups to manage whitelisted IPs.
- Security vulnerability scanning comes standard, and penetration testing is available as an option.
Professional Cloud Maintenance
- 24×7 proactive monitoring with optional client alerts.
- Automatic Provenir Platform upgrades, security patches, and new features.
- Automatic upgrades to take advantage of the latest Amazon server and service technologies.
Simplified User Management
- The Provenir Cloud Portal provides a single, unified environment for administering your cloud resources and viewing all informational, warning and error log messages.
- Maintain your company accounts and Access Control Lists in the portal.
Easy Application Extension
- The Provenir Hub offers pre-configured integration interfaces to data sources including credit bureaus, validation services, Google/Amazon services and Amazon Machine Learning services. These promote quick integration to significantly reduce time-to-market for your Provenir solutions.
The Ultimate Guide to Decision Engines
What is a decision engine and how does it help your business processes?
LATEST BLOGS
Decisioning Technology: The Foundation for Deeper Connections, Improved User Experience, and Increased Agility
NEWS
Decisioning Technology:
The Foundation for Deeper Connections, Improved User Experience, and Increased Agility
Provenir’s Kathy Stares shares advice on how Credit Unions can use decisioning technology to advance risk management and improve the user experience on the Credit Union Business website!
Read the full article on the Credit Union Business website.
The Ultimate Guide to Decision Engines
What is a decision engine and how does it help your business processes?
LATEST NEWS
A Microservices Architecture in Financial Services
WHITEPAPER
A Microservices Architecture
in Financial Services
Is your financial institution making the move to microservices?
e Microservices concept presents itself as the fulfillment of Service Oriented Architecture’s (SOA) loosely coupled promise – the answer to your development woes. Is it really a silver bullet, or should we tread cautiously?
This nine-page overview of microservices illuminates the architectural concept through the perspective of its:
- Context
- Advantages
- Challenges
Download the whitepaper to gain a foundational understanding of the architectural trend in the financial services industry, and to pick up a stellar visual comparison of Microservices vs. Monolith from page 3.
RESOURCE LIBRARY
Optimized Applicatio...
Mining for Growth: T...
Headless Banking and...
Kueski Selects Prove...
Provenir Named a Gol...
On-Demand: How Consu...
Maximizing AI/ML for...
Successful Digital T...
CRO’s Guide to Machine Learning
WHITEPAPER
Speak ‘Machine Learning’
As Chief Risk Officer, your job is not to know the ins and outs of Machine Learning. Your job is to responsibly manage risk.
However, according to McKinsey, Machine Learning “improves the accuracy of risk models by identifying complex, nonlinear patterns in large data sets” and it is one of the top trends in risk management1. So, you should probably understand the basics.
This paper guides you through the technical foundation of Machine Learning — not why you should leverage it’s power, but how it works. You’ll gather key talking points to kickstart ML initiatives in your organization.
RESOURCE LIBRARY
Optimized Applicatio...
Mining for Growth: T...
Headless Banking and...
Kueski Selects Prove...
Provenir Named a Gol...
On-Demand: How Consu...
Maximizing AI/ML for...
Successful Digital T...
Data Science in Financial Services: A Guide for the Modern Chief Risk Officer
WHITEPAPER
Data Science in Financial Services:
A Guide for the Modern Chief Risk Officer
With digitization sweeping through the financial services industry, the role of the chief risk officer is changing quickly. Why? Because new types of risks, increasing consumer demands, and growing competition make the financial landscape much more complex.
What does this mean for the CRO? It means that they need to find new ways to assess risk in this rapidly evolving market: Enter data science.
This whitepaper is the ultimate resource for any financial services leader who wants to learn more about how to successfully integrate data science solutions into their risk strategy. Download the whitepaper today to learn:
- What data science is
- The role it can play in reducing risk
- How to overcome common data science challenges
- How to get the most business value from any data science project
LATEST BLOGS
Provenir Extends Its Platform to Support Python
NEWS
Provenir Extends Its Platform to Support Python
Pre-integration with the powerful programming language will make it even easier to operationalize complex credit risk models – with added artificial intelligence (AI).
New York, NY – Date February 2018 – Provenir has expanded its risk analytics and decisioning platform to support the increasingly popular programming language Python. The platform’s new pre-built connectivity with Python will ultimately help data scientists and risk professionals create more sophisticated statistical models at higher speeds – using AI to drive faster, more reliable credit risk decisions.
Python is a powerful, interpretive language based on open source software, with access to an ever-widening range of algorithms and data libraries. Its speed, flexibility, stability and ease of integration with almost any information source have made it today’s go-to tool for data scientists. And because it works so well with AI, Python enables you to build self-sufficient models that process historical data, bringing new levels of machine learning to risk decisioning.
“Our platform’s pre-integration with Python opens exciting new possibilities for developing and operationalizing credit risk models,” says Paul Thomas, Managing Director at Provenir. “In the lending space, non-linear models with a greater number and variety of data variables can gain a more accurate picture of prospective customers – and potentially reach new demographics without increasing credit risk. When accessed through Provenir, Python’s power, flexibility and AI capabilities will help providers bring such complex risk analytics to market more quickly.”
The Ultimate Guide to Decision Engines
What is a decision engine and how does it help your business processes?