Skip to main content
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

Compliance and Decisioning in North America - Claire Hartley
Decisioning /

From Regulatory Complexity to Competi...

FFrom Regulatory Complexity to Competitive Confidence:How Provenir Supports Responsible Decisioning Across North ... Read More →
EBOOK Telco - FeatureIMG
eBook, Telco /

How Telcos Can Get Ahead of Fraud Acr...

Ebook How Telcos Can Get Ahead of Fraud Across the Subscriber Lifecycle ... Read More →
260814 - Data Parter Marginalen - social tile 1200x628 - GL_EN 61430
News, Decisioning /

Marginalen Bank Modernises Decisionin...

Marginalen Bank Modernises Decisioning Platform with Provenir's Cloud Native Decision Intelligence Platform ... Read More →
Claire Hartley - APAC Compliance Challenge
AI, Data /

APAC’s New Compliance Challenge

APAC's New Compliance Challenge:Managing Innovation Across a Fragmented Regulatory Region Asia-Pacific is ... Read More →
260817 - BLOG Closing Fraud Gap - FeatureIMG - EN 61409
Blog, Data, Decisioning, Fraud /

Beyond Detection: Closing the Fraud P...

Beyond Detection:Closing the Fraud Prevention Gap Financial services providers have more data, ... Read More →
GA_Atlanta
Event, Financial Services /

PowerSports Finance Summit 2026

PowerSports Finance Summit Join Provenir at the PowerSports Finance Summit in Atlanta ... Read More →
Datos Financial Crime and Cybersecurity Forum
Event, Data /

Datos Financial Crime and Cybersecuri...

Datos Financial Crime and Cybersecurity Forum Join Provenir at the Datos Financial ... Read More →
260726 - BLOG eyeDP - FeatureIMG - 61058
Blog, Data, Fraud /

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 Answer Frequently Asked Questions
Blog, Fraud, Telco /

Fraud in Telco: Provenir Experts Answ...

Fraud in Telco:Provenir Experts Answer Frequently Asked Questions 1. Regarding the 1st ... Read More →
260722 - ARTICLE Mike - FeatureIMG - 60958
Blog, AI /

AI governance in financial services

AI governance in financial services:What "governed" means in practice Artificial intelligence has ... Read More →
Data Providers Blog
eBook, Data /

Practical Guide to Reviewing Your Dat...

Ebook What’s Missing from Your Decision Stack? Smarter decisions start with the ... Read More →
Latam Compliance Challenge for Decisioning
Blog, Data /

LATAM Next Compliance Challenge: Deci...

From Data Protection to Decisioning Accountability:What LATAM Regulation Means for Enterprise Lenders ... Read More →
Banks Architecture Gap - Provenir
Blog, Banking /

The Architecture Gap: Banking’s Next ...

Decisioning ArchitectureThe Architecture Gap: Banking's Next Competitive Battleground Banks have spent the ... Read More →
BLOG Andy
Blog, Decisioning /

The Real Cost of Vendor Dependency in...

The Real Cost of Vendor Dependency in Credit Decisioning One pattern comes ... Read More →
260617 - BLOG Matthew Nutt - FeatureIMG - 60431
Blog, Data /

What Does a Good Data Provider Review...

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