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How IT leaders use agentic AI for business workflows

CIO Business Intelligence

Though loosely applied, agentic AI generally refers to granting AI agents more autonomy to optimize tasks and chain together increasingly complex actions. Armed with contextual data, agentic AI can surface insights, trends, or anomalies more protectively, helping direct business decisions.

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MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Adapted from the book Effective Data Science Infrastructure. Let’s now take a tour of the various layers, to begin to map the territory. Along the way, we’ll provide illustrative examples.

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Fueling Enterprise Generative AI with Data: The Cornerstone of Differentiation

Cloudera

By feeding enterprise data into GenAI models, businesses can create highly contextual and relevant outputs. For instance, a manufacturing company can use GenAI to analyze sensor data, maintenance logs, production records and reference operational documentation to predict potential equipment failures and optimize maintenance schedules.

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Constructing A Digital Transformation Strategy: Putting the Data in Digital Transformation

erwin

The erwin Data Intelligence (DI) Suite is the heart of the erwin EDGE platform for creating an “enterprise data governance experience.” erwin Data Catalog automates enterprise metadata management, data mapping, reference data management, code generation, data lineage and impact analysis.

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Addressing the Elephant in the Room – Welcome to Today’s Cloudera

Cloudera

After countless open-source innovations ushered in the Big Data era, including the first commercial distribution of HDFS (Apache Hadoop Distributed File System), commonly referred to as Hadoop, the two companies joined forces, giving birth to an entire ecosystem of technology and tech companies.

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If Curiosity Cabinets Were Knowledge Graphs

Ontotext

Fast forward to today and curiosity cabinets have long been replaced by galleries, libraries, archives and museums (the set of institutions often referred to as GLAM). From Wunderkammers to Digital Collections.

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23 key gen AI terms and what they really mean

CIO Business Intelligence

Alignment AI alignment refers to a set of values that models are trained to uphold, such as safety or courtesy. “Agents and agentic AI is obviously an area of enormous investment for VCs and startups,” says Gartner analyst Arun Chandrasekaran. And we’ll perhaps see more agent frameworks evolve and mature in 2025.”