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AIROI - Artificial Intelligence Return on Invest: The AI strategy for decision-makers and managers

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27. December 2024

Streaming-Datenanalyse (Glossar)

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Die Streaming-Datenanalyse ist besonders wichtig in den Bereichen Big Data und Smart Data, Künstliche Intelligenz sowie Digitale Transformation. Sie beschreibt einen Ansatz, bei dem große Mengen von Daten in Echtzeit analysiert werden, während sie entstehen und durch Systeme fließen. Das bedeutet, dass nicht erst gewartet wird, bis alle Daten gesammelt sind. Stattdessen werden Informationen sofort verarbeitet und ausgewertet.

Ein praktisches Beispiel: Denken Sie an eine Online-Shopping-Plattform. Dort klicken Tausende Nutzer gleichzeitig auf Produkte, legen Sachen in den Warenkorb oder führen Zahlungen aus. Dank Streaming-Datenanalyse kann das Unternehmen sofort erkennen, welche Produkte beliebt sind, ungewöhnliche Aktivitäten (z.B. Betrugsversuche) entdecken oder Empfehlungen in Echtzeit ausspielen.

Im Unterschied zur herkömmlichen Datenanalyse werden Daten hier nicht nachträglich, sondern sofort untersucht. Das ermöglicht Unternehmen, sehr schnell auf neue Trends, Probleme oder Chancen zu reagieren. Damit ist die Streaming-Datenanalyse ein Schlüssel, um im digitalen Zeitalter flexibel und erfolgreich zu bleiben.

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Streaming-Datenanalyse: Jetzt erfahren, wie Sie Daten in Echtzeit auswerten und Ihr Unternehmen digital voranbringen!

written by:

Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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#3DPrint 1TP5InnovationThroughMindfulness #Cost savings #Supply chain #Value added

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