Harvard Business Review

OCTOBER 24, 2018

Influenced by this community, Accenture Applied Intelligence* has developed a fairness tool to understand and address bias in both the data and the algorithmic models that are at the core of AI systems. Step 2 and 3 occur after a model has been developed. The model falsely predicted that the person had low credit risk.

Credit Risk 8

Credit Risk Tools Objective Ethics 8

Harvard Business Review

OCTOBER 23, 2014

Think of the colleges that are increasingly able to identify students at risk of dropping out and intervene before they do. Or lenders’ enhanced abilities to gauge credit risk. They need to be thinking about how — and how much — they will develop and integrate predictive analytics capabilities into their services.

Health Care 9

Health Care Pharmaceuticals Information Technology Supply Chain 9

Harvard Business Review

FEBRUARY 9, 2016

Develop the right metrics. When I discuss this with executives, they often point out that the lack of highly developed metrics is both a function of the relative immaturity of Big Data implementations, as well as a function of where in the organization sponsorship for Big Data originated and where it currently reports. Insight Center.

Chief Financial Officer 8

Chief Financial Officer Chief Information Officer Agility Metrics 8

Harvard Business Review

AUGUST 24, 2016

” That’s why he urges startups to “get out of the building” and talk to potential customers before beginning product development in earnest. We have a lot of newer businesses that come to us for credit and we need to do due diligence on them. That’s great advice and not just for startups.

Company 8

Company Team Due Diligence Banking 8

Harvard Business Review

SEPTEMBER 16, 2014

With larger volumes of data being used to analyze everything from the genome to traffic patterns and lunch choices, it is natural to ask whether big data can crack the code on small business credit risk. There is reason for optimism.

Credit Scoring 8

Credit Scoring Banking Dunning Metrics 8

Harvard Business Review

MARCH 31, 2017

And they have well-honed approaches for developing the requisite new skills in employees. Ash Gupta is President of Global Credit Risk and Information Management at American Express, and Guy Peri is Chief Data Officer and Vice President of Information Technology at P&G. Address applications that benefit you and the customer.

Supply Chain 8

Supply Chain Technology System Early Adopters 8

Harvard Business Review

JANUARY 7, 2014

It’s clear that he thinks he’s gotten both too much credit and too much blame, but he has also developed an interesting theory – that good central bank performance actually breeds bubbles and crashes. I used to discuss the issue at the Fed, “What do we get by being very successful in forecasting?”

Long-term 15

Long-term Banking Short-term Finance 15