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Governing the ML lifecycle at scale, Part 3: Setting up data governance at scale

AWS Machine Learning

This post is part of an ongoing series about governing the machine learning (ML) lifecycle at scale. This post dives deep into how to set up data governance at scale using Amazon DataZone for the data mesh. The data mesh is a modern approach to data management that decentralizes data ownership and treats data as a product.

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Centralize model governance with SageMaker Model Registry Resource Access Manager sharing

AWS Machine Learning

We recently announced the general availability of cross-account sharing of Amazon SageMaker Model Registry using AWS Resource Access Manager (AWS RAM) , making it easier to securely share and discover machine learning (ML) models across your AWS accounts.

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Improve governance of models with Amazon SageMaker unified Model Cards and Model Registry

AWS Machine Learning

You can now register machine learning (ML) models in Amazon SageMaker Model Registry with Amazon SageMaker Model Cards , making it straightforward to manage governance information for specific model versions directly in SageMaker Model Registry in just a few clicks.

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Improving Government CX – The Fundamental Building Blocks for Success

Comm100

There’s no way to sugarcoat this – government customer experience (CX) is miles behind the private sector. When calculating customer satisfaction across major industries in 6 countries, government is the bottom-performing industry in each country. There are many reasons for this, some of which excuse government underperformance.

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6 Killer Applications for Artificial Intelligence in the Customer Engagement Contact Center

If Artificial Intelligence for businesses is a red-hot topic in C-suites, AI for customer engagement and contact center customer service is white hot. This white paper covers specific areas in this domain that offer potential for transformational ROI, and a fast, zero-risk way to innovate with AI.

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Winning with GenAI: Redefine corporate governance to harness new technologies

West Monroe

There’s no question that Generative AI (GenAI) is a game-changing technology. As business and technology leaders, we must ask ourselves: What’s the game we’re playing, and what’s our strategy to win? Our Take: Throw out the playbook on traditional corporate governance.

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Data Governance in the Age of AI: A Competitive Edge for Business Leaders

COPC

As information floods the business world, leaders strive to gain a competitive edge—seeking ways to make smarter choices, manage risk, and drive sustainable growth. But here’s the reality: none of that happens without reliable data governance. However, the surge in AI adoption means governance frameworks must adapt to keep pace.