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

APAC’s New Compliance Challenge
APAC's New Compliance Challenge:Managing Innovation Across a Fragmented Regulatory Region Asia-Pacific is ... Read More →

Beyond Detection: Closing the Fraud P...
Beyond Detection:Closing the Fraud Prevention Gap Financial services providers have more data, ... Read More →

PowerSports Finance Summit 2026
PowerSports Finance Summit Join Provenir at the PowerSports Finance Summit in Atlanta ... Read More →

Datos Financial Crime and Cybersecuri...
Datos Financial Crime and Cybersecurity Forum Join Provenir at the Datos Financial ... Read More →

Beyond Data: Why Decisioning Needs Do...
Beyond Data:Why Decisioning Needs Document Intelligence Financial services providers now have access ... Read More →

Fraud in Telco: Provenir Experts Answ...
Fraud in Telco:Provenir Experts Answer Frequently Asked Questions 1. Regarding the 1st ... Read More →

AI governance in financial services
AI governance in financial services:What "governed" means in practice Artificial intelligence has ... Read More →

Practical Guide to Reviewing Your Dat...
Ebook What’s Missing from Your Decision Stack? Smarter decisions start with the ... Read More →

LATAM Next Compliance Challenge: Deci...
From Data Protection to Decisioning Accountability:What LATAM Regulation Means for Enterprise Lenders ... Read More →

The Architecture Gap: Banking’s Next ...
Decisioning ArchitectureThe Architecture Gap: Banking's Next Competitive Battleground Banks have spent the ... Read More →

The Real Cost of Vendor Dependency in...
The Real Cost of Vendor Dependency in Credit Decisioning One pattern comes ... Read More →

What Does a Good Data Provider Review...
What Does a Good Data Provider Review Actually Look Like? Most financial ... Read More →

Revenue to Reputation
Fraud targeting telcos has always existed. What's changed is how it's executed, ... Read More →

Provenir Partners with Norlys to Powe...
Provenir Partners with Norlys to Power Next-Generation Credit Decisioning Across Energy and ... Read More →

AI-Powered Customer Management: How L...
AI-Powered Customer Management:How Leading Institutions Turn Intelligence Into Revenue What this guide ... Read More →