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7 Steps to Problem Solving

Skip Prichard

New business models are rapidly emerging from revolutionary Internet, machine learning, and bioscience technologies that threaten the status quo in every field. Technology change is speeding business up and providing an edge for disruptive innovators. How did you develop it? 7 Steps to Problem Solving. 2: Disaggregate.

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Auditing Algorithms for Bias

Harvard Business Review

However objective we may intend our technology to be, it is ultimately influenced by the people who build it and the data that feeds it. 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.

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How P&G and American Express Are Approaching AI

Harvard Business Review

There is a tendency with any new technology to believe that it requires new management approaches, new organizational structures, and entirely new personnel. That impression is widespread with cognitive technologies — which comprises a range of approaches in artificial intelligence (AI), machine learning, and deep learning.

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Use Data to Fix the Small Business Lending Gap

Harvard Business Review

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. What seems novel and niche in small business credit scoring today has the potential to be ubiquitous tomorrow. Finance'

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Use Data to Fix the Small Business Lending Gap

Harvard Business Review

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. What seems novel and niche in small business credit scoring today has the potential to be ubiquitous tomorrow.

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Predictive Medicine Depends on Analytics

Harvard Business Review

It’s only recently, though, that advances in information technology have made it possible for predictive tools to access and manipulate big data, and to do so continuously — accelerating the generation of insights, and opening up opportunities to anticipate issues with unprecedented precision.

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Just Using Big Data Isn’t Enough Anymore

Harvard Business Review

The survey gathers perspectives from a small but influential group of executives — chief information officers, chief data officers, and senior business and technology leaders of Fortune 1000 firms. Develop the right metrics. How technology is changing the way we work. Identify opportunities for innovation.