Tag Archives: Artificial Intelligence

Analytics & Optimization 5 Tips: Using Data & Analytics for Better Business Outcomes

Data analytics for competitive advantage
May042018

Leveraging analytics from insight to artificial intelligence (AI), business leaders can make sense of their rapidly-growing piles of data to improve their operations. Here are some tips for using analytics to create a measurable business impact. #1: Put the decision before the data With a decision-first strategy you define the business objective first, then determine what data and analytics you need to achieve the goal. Extrapolating insights from huge amounts of data can be interesting, but it can also be a tremendous waste of time and resources if it doesn’t solve a specific business challenge. If the modeling and data analytics requirements are defined by the business outcome first, data exploration and analytic development is faster and more productive. This helps enterprises narrow in on meaningful outcomes, shutting out extraneous noise and focus on the insights that address specific objectives. #2: Get data into decision makers’ hands Empower the business... [Read More]

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Analytics & Optimization Make Faster & Smarter Decisions with Machine Learning

Apr262018

Optimization of supply chain operations has become an imperative, as organizations grapple with customer demands, unpredictable events, and spiraling costs. On top of these persistent challenges, complexities are magnified by the myriad of tools required to manage everything from workforce schedules to resource allocation. To meet competitive demands, business decisions are needed quickly and accurately against an ever-evolving list of requirements and dependencies. But all too often, supply chains break down in the face of unanticipated factors or messy and incomplete data. To drive greater speed and precision in the supply chain, industry leaders are employing automation technology and visual insight capabilities. This traditional software driven approach can help but does not always suffice in the face of a growing number of variables and constraints. Today, many companies are transforming their supply chain challenges into business opportunities with powerful analytic platforms rooted in Artificial Intelligence and Machine Learning. Machine Learning... [Read More]

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Analytics & Optimization VIDEO: Explainable Machine Learning

xML
Apr092018

Jari Koister, Vice President of Product Management at FICO, discusses the advantages and challenges organizations face when using AI and machine learning. He also unveils the Explainable Machine Learning Challenge, check out the video below.     To participate in the xML Challenge, or just keep up on the progress, go to community.fico.com.  

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Analytics & Optimization Want to Operationalize Analytics? Here’s Where to Start

Mar092018

Thoughts From Gartner’s Data and Analytics Summit This week I was at Gartner’s Data and Analytics Summit in Grapevine Texas, with my FICO team. This is an event we never miss, it’s attended by thousands of experts, analysts, data scientists and analytics leaders. This year’s Summit was dominated by presentations and conversations about data, analytics, explainable artificial intelligence (AI), and machine learning; nearly every discussion came to the same point — we want to use data and technology to gain competitive advantage and deliver real business value, but how? There was a wide variety of opinions, Gartner asserted that “to accomplish this feat, data and analytic leaders must master four key dimensions of scale: diversity, literacy, complexity, and trust.” In many of my conversations at the Summit, I shared my own view of what it takes to operationalize analytics. By this I mean, take all of the data and insights... [Read More]

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