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Agentic AI design: An architectural case study

CIO Business Intelligence

Twelve different scenarios need to be tested against, and the data files need to contain or be able to contain data that will exercise those 12 tests. The requirements for the system stated that we need to create a test data set that introduces different types of analytic and numerical errors.

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Case in point: taking stock of the CrowdStrike outages

CIO Business Intelligence

Contracts, audits, and SBOMs Beyond protecting enterprise architecture from dangerous updates, and dangerous software in general, there are other steps companies can take to safeguard their software supply chain, starting with selecting the vendor and signing the contract. If this had happened to us, what would it look like? Prouty asks.

CTO Hire 292
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5 steps to minimum viable enterprise architecture

CIO Business Intelligence

At Vault Health, CTO Steve Shi begins enterprise architecture (EA) work with a site survey of the entire IT, application, system, and data infrastructure but restricts it to two weeks with one-hour interviews about each function. Here are five steps CIOs who are veterans of the process recommend. At Carrier Global Corp., Scope it right.

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How AI orchestration has become more important than the models themselves

CIO Business Intelligence

This process not only requires technical expertise in designing the most effective AI architecture but also deep domain knowledge to provide context and increase the adoption to deliver superior business outcomes. These models are then integrated into workflows along with human-in-the-loop guardrails.

Insurance 290
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10 top priorities for CIOs in 2025

CIO Business Intelligence

He advises beginning the new year by revisiting the organizations entire architecture and standards. The IT operating model is driven by the degree of data integration and process standardization across business units, Thorogood observes. Are they still fit for purpose?

Strategy 351
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IT infrastructure complexity hindering cyber resilience

CIO Business Intelligence

Resilience by design: A path forward Improving an organizations ability to rebound after an incident starts with moving to a modern zero trust architecture, which achieves several key outcomes. Exercises identify shortcomings that can be addressed ahead of a real incident. Organizations must move beyond a reactive mindset.

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Rethinking enterprise architects’ roles for agile transformation

CIO Business Intelligence

CIOs often have a love-hate relationship with enterprise architecture. In the State of Enterprise Architecture 2023 , only 26% of respondents fully agreed that their enterprise architecture practice delivered strategic benefits, including improved agility, innovation opportunities, improved customer experiences, and faster time to market.

Agile 363