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The key to operational AI: Modern data architecture

CIO Business Intelligence

Just as DevOps has become an effective model for organizing application teams, a similar approach can be applied here through machine learning operations, or “MLOps,” which automates machine learning workflows and deployments. To succeed, Operational AI requires a modern data architecture.

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7 types of tech debt that could cripple your business

CIO Business Intelligence

Accenture reports that the top three sources of technical debt are enterprise applications, AI, and enterprise architecture. Another question is: What separates out debt thats fixed opportunistically versus critical debt that could cripple the business?

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6 enterprise DevOps mistakes to avoid

CIO Business Intelligence

It may surprise you, but DevOps has been around for nearly two decades. Driven by the development community’s desire for more capabilities and controls when deploying applications, DevOps gained momentum in 2011 in the enterprise with a positive outlook from Gartner and in 2015 when the Scaled Agile Framework (SAFe) incorporated DevOps.

Devops 358
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How agentic AI transforms enterprise IT work

CIO Business Intelligence

As a result, they improve CI/CD velocity and cross-team collaboration, particularly between DevOps and service management teams. Open platform improves IT efficiency while keeping costs under control BMC Helix, powered by BMC HelixGPT, features an open-architecture deployment that allows customers to retain their enterprise data in place.

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Ready to transform how your IT organization drives business outcomes with AIOps?

CIO Business Intelligence

Today, IT encompasses site reliability engineering (SRE), platform engineering, DevOps, and automation teams, and the need to manage services across multi-cloud and hybrid-cloud environments in addition to legacy systems. Understanding the root cause of issues is one situational benefit of AIOps.

Devops 264
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Modernizing enterprise architecture for the digital era

CIO Business Intelligence

With digital operating models altering business processes and the IT landscape, enterprise architecture (EA) — a rigid stalwart of IT — has shown signs of evolving as well. An enterprise architecture tool is often sold as a prerequisite by consulting firms that often earn software commissions. says LeanXI’s Christ.

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Reimagine application modernisation with the power of generative AI

CIO Business Intelligence

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?