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What is data architecture? A framework to manage data

CIO

Data architecture definition Data architecture describes the structure of an organizations logical and physical data assets, and data management resources, according to The Open Group Architecture Framework (TOGAF). An organizations data architecture is the purview of data architects. Ensure security and access controls.

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The key to operational AI: Modern data architecture

CIO

People : To implement a successful Operational AI strategy, an organization needs a dedicated ML platform team to manage the tools and processes required to operationalize AI models. To succeed, Operational AI requires a modern data architecture.

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Comprehensive data management for AI: The next-gen data management engine that will drive AI to new heights

CIO

Scalable data infrastructure As AI models become more complex, their computational requirements increase. For AI to be effective, the relevant data must be easily discoverable and accessible, which requires powerful metadata management and data exploration tools. Planned innovations: Disaggregated storage architecture.

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AI in action: Stories of how enterprises are transforming and modernizing

CIO

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. AI is no longer just a tool, said Vishal Chhibbar, chief growth officer at EXL. Its a driver of transformation. The EXLerate.AI

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Reimagine application modernisation with the power of generative AI

CIO

Speed: Does it deliver rapid, secure, pre-built tools and resources so developers can focus on quality outcomes for the business rather than risk and integration? Alignment: Is the solution customisable for -specific architectures, and therefore able to unlock additional, unique efficiency, accuracy, and scalability improvements?

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Top 11 LLM Tools That Ensure Smooth LLM Operations

Openxcell

The inner transformer architecture comprises a bunch of neural networks in the form of an encoder and a decoder. There are LLM model tools that ensure optimal LLM operations throughout its lifecycle. USE CASES: LLM and RAG app development Ollama Ollama is an LLM tool that simplifies local LLM operations.

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Why GreenOps will succeed where FinOps is failing

CIO

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. The result was a compromised availability architecture. Overemphasis on tools, budgets and controls. Neglecting motivation.