WHITEPAPER
CRO’s Guide to Machine Learning

Amy Sariego
19 Feb, 2020
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

Transaction to Relationship: Rethinki...
Auto lending has always been good at the moment of origination. Lenders ... Read More →

One Portfolio, Two Economies
The economic ground is shifting beneath financial institutions in ways that defy ... Read More →

Buy the Engine. Build the Advantage.
The competitive environment in financial services has fundamentally changed. Margins are compressed ... Read More →

Why Nordic Banks Must Balance Fraud C...
In the digital banking era, customer expectations are measured in milliseconds, not ... Read More →

The Growing Threat of Fraud in UK Aut...
Fraud in UK auto lending continues to rise in both scale and ... Read More →

Why Telcos Can’t Afford to Think Like...
Most telcos are barely growing faster than inflation. They’re trapped in saturated ... Read More →

The Fraud-AI Double Bind
Financial institutions face a critical tension. They need AI to combat increasingly ... Read More →

Why 77% of Financial Institutions See...
The financial services industry is experiencing a fundamental shift. Organizations have spent ... Read More →

Smarter Acquisition and Customer Mana...
Financial institutions face a straightforward challenge: acquire profitable customers and manage those ... Read More →

Open Banking Expo Toronto
We’re excited to sponsor The Open Banking Expo in Toronto on March ... Read More →

Zero Trust in Digital Banking
Digital banking has firmly established itself across APAC. From the sophisticated, interconnected ... Read More →

Survey: 2026 Global Decisioning Surve...
The financial services industry stands at an inflection point in its adoption ... Read More →

Leading South African Furniture Retai...
South African furniture retailer Lewis Group is migrating its credit decisioning to ... Read More →

The Generational Shift: Why Banks Are...
Financial institutions are ripping out decisioning infrastructure they spent two decades building ... Read More →

Why AI Requires Enterprise Platforms ...
The narrative around AI replacing enterprise software has gained momentum recently. Driven ... Read More →