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Is Data Quality Broken?

Dataiku

In a survey of 400 global data leaders , nearly a quarter of respondents (24%) cited a “lack of quality data or ability to easily access the right data” as their most present barrier to delivering more value from analytics and AI.

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Generative AI & Dirty Data

Timo Elliott

Data is like children, it’s constantly on the move, and loves to get dirty — but holds out the promise of huge new value in the organization, thanks to Generative AI. IT organizations have good excuses: it’s hard to build executive enthusiasm for something as seemingly plumbing-related as data quality.

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The path to socially responsible AI

CIO Business Intelligence

Developers need tools and resources to produce quality, safe, and secure products, while enterprises need to trust the tools and resources to not introduce risk to their business. AIs are more than the base knowledge or underlying “data” layer of the LLM or its “experience” layer.

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6 IT rules worth breaking — and how to get away with it

CIO Business Intelligence

Code change management processes One rule that can occasionally be broken without outside repercussions is sending new code or a new capability into production without first following a required change management process, Chowning says. Justifying the decision requires open communication with IT team members and management leaders. “It

IT 141
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The Future of AI: High Quality, Human Powered Data

Smart Data Collective

Human labeling and data labeling are however important aspects of the AI function as they help to identify and convert raw data into a more meaningful form for AI and machine learning to learn. Artificial Intelligence, in turn, needs to process data to make conclusions. How Artificial Intelligence is Impacting Data Quality.

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Business Strategies for Deploying Disruptive Tech: Generative AI and ChatGPT

Rocket-Powered Data Science

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. Fragility occurs when a built system is easily “broken” when some component is changed. These changes may include requirements drift, data drift, model drift, or concept drift.

Strategy 289
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When every experience matters, we find the true cost of poor quality

CIO Business Intelligence

How do I ensure a quality experience every time? We talk so much about brand loyalty these days, but the data illustrates just how easy it is to lose a customer’s trust. Only 59% of users think it’s possible for a company that serves a poor user experience to deliver a quality product. This is maddening for a CIO.

Testing 144