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AI/BI/CI/DI: Decision intelligence (DI) solves the world's most complex problems by connecting actions to outcomes.  It connects collaborating human decision makers to knowledge and also to technologies like machine learning, AI, deep learning, visual decision modeling, complex systems modeling, big data, predictive analytics, UX design, statistical analysis, business intelligence, business process management, causal reasoning, evidence-based analysis, and more. See https://en.wikipedia.org/wiki/Decision_Intelligence. For an overview, see the webinar at http://youtu.be/XRTJt3bVCaE, http://www.lorienpratt.com, and the Decision Intelligence group: http://www.linkedin.com/groups?gid=205078.   Also, my company offers DI and machine learning consulting services.  See http://bit.ly/1X8O2zF to learn more.  Don't miss the latest DI news! Sign up at subscribe.decisionintelligencenews.com.
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December 16, 2022 3:53 PM
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Gartner's Hype Cycle for Emerging Technologies in Finance includes DI: the THIRD hype cycle including DI

Gartner's Hype Cycle for Emerging Technologies in Finance includes DI: the THIRD hype cycle including DI | Decision Intelligence News | Scoop.it

"Decision intelligence (DI) is at the Innovation Trigger of the Hype Cycle. DI is a practical discipline used to improve decision making by explicitly understanding and engineering how decisions are made, and how outcomes are evaluated, managed and improved via feedback....


There is a need to transparently represent how decisions are being made.


From a pure business perspective, it makes sense to curtail unstructured ad-hoc decisions that are siloed and disjointed, and properly harmonize collective decision outcomes across an entire organization. Software tools are now emerging that will enable organizations to practically implement DI projects and strategies."

Lorien Pratt's insight:

Gartner now has DI on three hype cycles: AI, Data and Analytics Programs and Practices, and now Emerging Technologies in Finance. It is also significant that in adding DI to the Finance hype cycle, Gartner points out the importance DI in enabling cross-functional decision making.

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Scooped by Lorien Pratt
November 21, 2019 1:37 PM
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What's New In Gartner's Hype Cycle For AI, 2019

What's New In Gartner's Hype Cycle For AI, 2019 | Decision Intelligence News | Scoop.it

Gartner considers the following AI technologies to be on the rise and part of the Innovation Trigger phase of the AI Hype Cycle. AI Marketplaces, Reinforcement Learning, Decision Intelligence, AI Cloud Services, Data Labeling, and Annotation Services, and Knowledge Graphs are now showing signs of potential technology breakthroughs as evidence by early proof-of-concept stories. Technologies in the Innovation Trigger phase of the Hype Cycle often lack usable, scalable products with commercial viability not yet proven.

Lorien Pratt's insight:

One way to view DI is as a technology that bridges the gap between Artificial Intelligence theory and practical enterprise AI applications. DI uses AI, data, human expertise, and other technologies to support organizations as they reason through complex cause-and-effect chains from policies and actions to business outcomes.  DI connects AI and ML to ROI, KPIs, and business decisions.

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Scooped by Lorien Pratt
November 15, 2021 4:17 PM
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If AI Doesn’t Work, then How Could it Kill Us?

If AI Doesn’t Work, then How Could it Kill Us? | Decision Intelligence News | Scoop.it

"But here’s the thing: we can’t afford another AI winter. We’ve got to get straight to next summer because the climate can’t wait. Nor can the pandemic. Nor can the thousands of use cases in health care, finance, telecommunications, and more where AI can lead to a better world, if only it would stop failing...

 

The next AI summer is about Human-in-the-Loop AI, UI, context, and knock-on effects...

AI research friends: instead of new algorithms, we need general-purpose methods that help humans work together with AI as it solves the big problems. ... To do so requires a new method for mapping and simulation to understand how the decisions that we make and actions we take in one domain ripple through all of the others."
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