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Data’s dark secret: Why poor quality cripples AI and growth

CIO Business Intelligence

Fragmented systems, inconsistent definitions, legacy infrastructure and manual workarounds introduce critical risks. I aim to outline pragmatic strategies to elevate data quality into an enterprise-wide capability. This challenge remains deceptively overlooked despite its profound impact on strategy and execution.

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Managing machine learning in the enterprise: Lessons from banking and health care

O'Reilly on Data

A look at how guidelines from regulated industries can help shape your ML strategy. In recent posts, we described requisite foundational technologies needed to sustain machine learning practices within organizations, and specialized tools for model development, model governance, and model operations/testing/monitoring.

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10 cloud strategy questions every IT leader must answer

CIO Business Intelligence

Although some continue to leap without looking into cloud deals, the value of developing a comprehensive cloud strategy has become evident. Without a clear cloud strategy and broad leadership support, even value-adding cloud investments may be at risk. There are other risks, too. Are key stakeholders truly on board?

Strategy 145
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What Are Business Reports And Why They Are Important: Examples & Templates

datapine

Whether you manage a big or small company, business reports must be incorporated to establish goals, track operations, and strategy, to get an in-depth view of the overall company state. Your Chance: Want to test professional business reporting software? Your Chance: Want to test professional business reporting software?

Reporting 297
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Accomplish Agile Business Intelligence & Analytics For Your Business

datapine

When it comes to implementing and managing a successful BI strategy we have always proclaimed: start small, use the right BI tools , and involve your team. Your Chance: Want to test an agile business intelligence solution? You need to determine if you are going with an on-premise or cloud-hosted strategy.

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The steep cost of a poor data management strategy

CIO Business Intelligence

It’s a time-tested truth: Getting a head start improves outcomes. Such is the case with a data management strategy. For example, smart hospitals employ effective data management strategies. To derive data management’s ROI, your organization can use your relevant key performance indicators (KPIs).

Strategy 116
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AI Governance: Act now, thrive later

CIO Business Intelligence

These changes can expose businesses to risks and vulnerabilities such as security breaches, data privacy issues and harm to the companys reputation. It also includes managing the risks, quality and accountability of AI systems and their outcomes. AI governance is critical and should never be just a regulatory requirement.

Testing 93