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Architectural Patterns for real-time analytics using Amazon Kinesis Data Streams, Part 2: AI Applications

AWS Big Data

In this fast-paced world, Kinesis Data Streams stands out as a versatile and robust solution to tackle a wide range of use cases with real-time data, from dashboarding to powering artificial intelligence (AI) applications. Connectivity between a QuickSight dashboard and Amazon Redshift enables you to deliver visualization and insights.

IoT 91
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Accelerating Industry 4.0 at warp speed: The role of GenAI at the factory edge

CIO Business Intelligence

While warp speed is a fictional concept, it’s an apt way to describe what generative AI (GenAI) and large language models (LLMs) are doing to exponentially accelerate Industry 4.0. The implementation of digital transformation has been underway, but moving slowly for over a decade. This creates barriers to Industry 4.0

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The New Way Companies are Harnessing Data at the Edge for Value Added in Real-Time

CIO Business Intelligence

They are playing out across industries with the help of edge computing, Internet of Things (IoT) devices and an innovative approach known as Business Outcomes-as-a-Service. [1] Outcome-based solutions delivered in an as-a-service model allow companies to realize this rapid time-to-value. These scenarios are not imaginary.

IoT 124
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Otis takes the smart elevator to new heights

CIO Business Intelligence

Designed with controllers, sensors, gateways, real-time dashboards, and custom maintenance roles dubbed ‘Personas,’ Otis One serves roughly one third of Otis’ 2.1 IoT sensors send elevator data to the cloud platform, where analytics are applied to support business operations, including reporting, data visualization, and predictive modeling.

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Google Cloud data engineering, analytics systems target manufacturers

CIO Business Intelligence

Nearly two-thirds of manufacturers globally already use cloud solutions, according to consulting firm McKinsey, and marketing intelligence company ReportLinker reports that the global smart factory market — consisting of companies using technology such as IoT — is expected to reach $214.2 billion by 2026.

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Top 16 business process management tools

CIO Business Intelligence

Because of this, BPM tools can be conceived of as a nexus that sucks in data from an array of business applications, tracking everything that happens in a given business process — what some have come to describe as “building a digital twin.”. Dashboards help users plan their tasks and avoid falling behind. AuraQuantic. Bonitasoft.

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What Stands Between IT and Business Success? Data Complexity

CIO Business Intelligence

IT teams grapple with an ever-increasing volume, velocity, and variety of data, which pours in from sources like apps and IoT devices. Analysts and data scientists need flexibility when working with data; experimentation fuels the development of analytics and machine learning models.

IT 121