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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

ln this post he describes where and how having “humans in the loop” in forecasting makes sense, and reflects on past failures and successes that have led him to this perspective. Our team does a lot of forecasting. It also owns Google’s internal time series forecasting platform described in an earlier blog post.

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Top 10 business needs driving IT spending today

CIO Business Intelligence

They’re also spending on data and analytics projects as a way to become more efficient, drive productivity, and support profitability. Rasmussen and others acknowledge that this year’s list of business drivers may seem like a break from past years’ priorities, where transformation generally dominated. 13, respectively.

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Incorporating Artificial Intelligence for Businesses : The Modern Approach to Data Analytics

BizAcuity

Combined, it has come to a point where data analytics is your safety net first, and business driver second. By 2025, 80% of organizations seeking to scale digital business will fail because they do not take a modern approach to data and analytics governance. Artificial Intelligence Analytics. AI in Finance.

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Integrated Business Planning – Provides continuous visibility and drives consensus

bridgei2i

BRIDGEi2i leveraged driver analysis and forecasting techniques to aid the planning exercise coupled with classification and best in class optimization using the Optimizer AI accelerator at a SKU level to increase prediction accuracy and fit measures. How BRIDGEi2i Delivered Value? Download the case study!

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Data integration: The key to AI-supported planning systems

Jedox

In our previous blog post “ Proven AI solutions for modern planning “, we shared detailed insights from Dr. Rolf Gegenmantel, our Chief Marketing & Product Officer, into data management and data integration as a basis for advanced analytics and automated sales forecasts at Mitsui Chemicals Europe.

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Invest in a Data Culture or Fall Behind: Q3 2021 State of Data Culture Report

Alation

They include missing out on new revenue opportunities, poorly forecasting performance, and making bad investments. Three-quarters (74%) of data leaders say that, despite the positive potential impact of data and analytics, their CFOs do not invest enough. First, the bad news: 97% of data leaders have felt the pain of ignoring data.

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Alation State of Data Culture Report: The Conflict Between Growth and Governance

Alation

Generating revenue ranks as the top business driver of data and analytics initiatives. That’s shown by the nearly two-thirds (63%) of data professionals who say enabling business growth takes precedence over protecting the business when it comes to their data strategy.