Data Blogs | Information From Enterprise Leaders

AI ai ethics AI Goverance AI governance AI laws Data Blogs | Information From Enterprise Leaders Data Education Data Governance & Data Quality | News & Articles Data Governance Blogs data privacy data regulations DATAVERSITY Smart Data Blogs Smart Data News, Articles, & Education

Sep 12 2025

Comparing EU and U.S. State Laws on AI: A Checklist for Proactive Compliance

The global market for artificial intelligence is evolving under two very different legal paradigms. On one side, the European Union has enacted the AI Act, the first comprehensive and enforceable regulatory regime for AI, applicable across all member states and with far-reaching extraterritorial scope. On the other, the United States continues to advance AI oversight primarily at the state level, resulting in a patchwork of rules that vary in focus, definitions, and enforcement…

The post Comparing EU and U.S. State Laws on AI: A Checklist for Proactive Compliance appeared first on DATAVERSITY.

What Makes Small Businesses’ Data Valuable to Cybercriminals?

While large corporations like Optus, Medibank, and The Iconic often dominate headlines for cybersecurity breaches, the reality is that small businesses are increasingly attractive targets for cybercriminals. Many small business owners operate under the dangerous illusion that their business is too small or insignificant to attract the attention of cybercriminals or that they have nothing of value to steal. This mindset often leads to a false sense of security…

The post What Makes Small Businesses’ Data Valuable to Cybercriminals? appeared first on DATAVERSITY.

Ask a Data Ethicist: How Does the Use of AI Impact People’s Perceptions of You?

Last October, I wrote a column about the use of generative AI in producing a professional service. I pondered the question of whether or not others’ knowledge about the use of AI in producing a professional service – such as legal work, consulting, or creative work – would devalue the service. My hypothesis was that […]

The post Ask a Data Ethicist: How Does the Use of AI Impact People’s Perceptions of You? appeared first on DATAVERSITY.

Mind the Gap: Agentic AI and the Risks of Autonomy

The ink is barely dry on generative AI and AI agents, and now we have a new next big thing: agentic AI. Sounds impressive. By the time this article comes out, there’s a good chance that agentic AI will be in the rear-view mirror and we’ll all be chasing after the next new big thing. […]

The post Mind the Gap: Agentic AI and the Risks of Autonomy appeared first on DATAVERSITY.

Why Business-Critical AI Needs to Be Domain-Aware

We stand at a pivotal moment. Generative AI, with its large language models (LLMs) and retrieval-augmented generation (RAG) systems, promises to revolutionize how industries operate. We’ve all seen the impressive demos that can summarize articles, write code, or draft marketing copy. But when the stakes are high and an error could lead to a financial […]

The post Why Business-Critical AI Needs to Be Domain-Aware appeared first on DATAVERSITY.

Book of the Month: “Rewiring Your Mind for AI”

This month, we’re reviewing “Rewiring Your Mind for AI” by David Wood. In this book, Dr. Wood shows us how to think differently to leverage the benefits of artificial intelligence (AI). The book first sets us up to think in terms of growth mindsets instead of limiting mindsets – starting with some anecdotes about how calculators and […]

The post Book of the Month: “Rewiring Your Mind for AI” appeared first on DATAVERSITY.

How to Overcome Five Key GenAI Deployment Challenges

Generative AI (GenAI) continues to provide significant business value across many use cases and industries. But despite the many successful customer experiences, GenAI is also proving to be challenging for some businesses to get right and deploy across their organizations in full production. As a result, plenty of projects are getting stuck in planning, experimentation, […]

The post How to Overcome Five Key GenAI Deployment Challenges appeared first on DATAVERSITY.

Open Data Fabric: Rethinking Data Architecture for AI at Scale

Enterprise AI agents are moving from proof-of-concept to production at unprecedented speed. From customer service chatbots to financial analysis tools, organizations across various industries are deploying agents to handle critical business functions. Yet a troubling pattern is emerging; agents that perform brilliantly in controlled demos are struggling when deployed against real enterprise data environments. The problem […]

The post Open Data Fabric: Rethinking Data Architecture for AI at Scale appeared first on DATAVERSITY.

No PhD? No Problem: How Accessible AI Is Making Data Science Everyone’s Business

Not long ago, manipulating large datasets, training machine learning models, or visualizing results required advanced programming skills and specialized statistical knowledge. Today, intuitive AI tools and natural language interfaces are allowing nearly everyone – not just data scientists, engineers, and technical experts – to analyze and act on data. In fact, nearly 8 in 10 organizations now […]

The post No PhD? No Problem: How Accessible AI Is Making Data Science Everyone’s Business appeared first on DATAVERSITY.

How an Internal AI Governance Council Drives Responsible Innovation

AI has rapidly evolved from a futuristic concept to a foundational technology, deeply embedded in the fabric of contemporary organizational processes across industries. Companies leverage AI to enhance efficiency, personalize customer interactions, and drive operational innovation. However, as AI permeates deeper into organizational structures, it brings substantial risks related to data privacy, intellectual property, compliance […]

The post How an Internal AI Governance Council Drives Responsible Innovation appeared first on DATAVERSITY.

The Data Danger of Agentic AI

Agentic AI represents a significant evolution beyond traditional rule-based AI systems and generative AI, offering unprecedented autonomy and transformative potential across various sectors. These sophisticated systems can plan, decide, and act independently, promising remarkable advances in efficiency and decision-making. However, this high degree of autonomy, when combined with poorly governed or flawed data, can lead […]

The post The Data Danger of Agentic AI appeared first on DATAVERSITY.

How to Future-Proof Your Data and AI Strategy

With AI systems reshaping enterprises and regulatory frameworks continuously evolving, organizations face a critical challenge: designing AI governance that protects business value without stifling innovation. But how do you future-proof your enterprise for a technology that is evolving at such an incredible pace? The answer lies in building robust data foundations that can adapt to whatever comes […]

The post How to Future-Proof Your Data and AI Strategy appeared first on DATAVERSITY.

Everything You Need to Know About Synthetic Data

Synthetic data sounds like something out of science fiction, but it’s fast becoming the backbone of modern machine learning and data privacy initiatives. It enables faster development, stronger security, and fewer ethical headaches – and it’s evolving quickly. So if you’ve ever wondered what synthetic data really is, how it’s made, and why it’s taking center […]

The post Everything You Need to Know About Synthetic Data appeared first on DATAVERSITY.

Beyond Pilots: Reinventing Enterprise Operating Models with AI

The enterprise AI landscape has reached an inflection point. After years of pilots and proof-of-concepts, organizations are now committing unprecedented resources to AI, with double-digit budget increases expected across industries in 2025. This isn’t merely about technological adoption. It reflects a deep rethinking of how businesses operate at scale. The urgency is clear: 70% of the software used […]

The post Beyond Pilots: Reinventing Enterprise Operating Models with AI appeared first on DATAVERSITY.

External Data Strategy: Governance, Implementation, and Success (Part 2)

In Part 1 of this series, we established the strategic foundation for external data success: defining your organizational direction, determining specific data requirements, and selecting the right data providers. We also introduced the critical concept of external data stewardship — identifying key stakeholders who bridge the gap between business requirements and technical implementation. This second part […]

The post External Data Strategy: Governance, Implementation, and Success (Part 2) appeared first on DATAVERSITY.

Read More
Author: Subasini Periyakaruppan

Red Button 0 Comments

agentic AI AI artificial intelligence data architecture Data Architecture Blogs Data Architecture News, Articles, & Education Data Blogs | Information From Enterprise Leaders Data Education DATAVERSITY Smart Data Blogs Smart Data News, Articles, & Education

Jul 1 2025

Reimagining Data Architecture for Agentic AI

As agentic AI and autonomous systems transform the enterprise landscape, organizations face a new imperative: Fundamentally reimagining data architecture is no longer optional; it’s required for AI success. Many enterprises are coming to the realization that traditional data architectures, which are built for structured data and deterministic workloads, are ill-equipped to support agentic AI’s demands […]

The post Reimagining Data Architecture for Agentic AI appeared first on DATAVERSITY.

Future-Proofing AI Under a Federal Umbrella: What a 10-Year State Regulation Freeze Means

The federal government’s proposal to impose a 10-year freeze on state-level AI regulation isn’t happening in a vacuum but in direct response to California. The state’s AI Accountability Act (SB 1047) has been making waves for its ambition to hold developers of powerful AI models accountable through mandatory safety testing, public disclosures, and the creation of a new regulatory […]

The post Future-Proofing AI Under a Federal Umbrella: What a 10-Year State Regulation Freeze Means appeared first on DATAVERSITY.

External Data Strategy: From Vision to Vendor Selection (Part 1)

In today’s data-driven business environment, the ability to leverage external information sources has become a critical differentiator between market leaders and laggards. Organizations that successfully harness external data don’t just gather more information – they transform how they understand their customers, anticipate market shifts, and identify growth opportunities. However, the path from recognizing the need for […]

The post External Data Strategy: From Vision to Vendor Selection (Part 1) appeared first on DATAVERSITY.

Read More
Author: Subasini Periyakaruppan

Red Button 0 Comments

AI AIOps Data Blogs | Information From Enterprise Leaders Data Education DATAVERSITY DevOps Enterprise Information Management Information Management Blogs Smart Data Blogs Smart Data News, Articles, & Education

Jun 26 2025

Why and How to Enhance DevOps with AIOps

AIOps, the practice of enhancing IT and DevOps with help from artificial intelligence and machine learning, is not an especially new idea. It has been nearly a decade since Gartner coined the term in 2016. Yet, the growing sophistication of AI technology is making AIOps much more powerful. Gone are the days when AIOps was mostly a […]

The post Why and How to Enhance DevOps with AIOps appeared first on DATAVERSITY.

Deploying AI Models in Clinical Workflows: Challenges and Best Practices

The global healthcare AI market is projected to grow from $32.34 billion in 2024 to $431 billion by 2032. It is evident that artificial intelligence (AI) is transforming the healthcare sector, one workflow at a time. Even so, hospitals and clinics struggle to successfully integrate the technology into their workflows, as real-world deployment is fraught […]

The post Deploying AI Models in Clinical Workflows: Challenges and Best Practices appeared first on DATAVERSITY.

Improving Data Quality Using AI and ML

In our fast-paced, interconnected digital world, data is truly the heartbeat of how organizations make decisions. However, the rapid explosion of data in terms of volume, speed, and diversity has brought about significant challenges in keeping that data reliable and high-quality. Relying on traditional manual methods for data governance just doesn’t cut it anymore; in […]

The post Improving Data Quality Using AI and ML appeared first on DATAVERSITY.

Turning Data into Insights: A Smarter Playbook for Mid-Size Businesses

In today’s hyper-competitive economy, data is a critical asset that drives innovation, strategic decision-making, and competitive advantage. However, for many mid-sized organizations, turning raw data into actionable business intelligence (BI) is challenging. The rapid pace of technological advancements, coupled with increasingly complex data environments, presents significant hurdles, particularly for those with limited resources to build […]

The post Turning Data into Insights: A Smarter Playbook for Mid-Size Businesses appeared first on DATAVERSITY.

Generative AI Calls for a Master Class in Enterprise Storage

The data that is stored in vector databases is key to the success of generative AI (GenAI) for enterprises in all industries. Up-to-date, private data in company data sources, including unstructured data and structured data, is what is required during AI inferencing to make GenAI models more accurate and relevant. To make the data systematically […]

The post Generative AI Calls for a Master Class in Enterprise Storage appeared first on DATAVERSITY.

The Rise of BYOC: How Data Sovereignty Is Reshaping Enterprise Cloud Strategy

Enterprise technology leaders face mounting pressure to balance competing priorities. Cloud platforms offer unprecedented innovation, potential, and scale, but regulatory compliance requirements and data control mandates create friction when trying to consolidate everything in a public cloud. And shifting to a full SaaS environment just gives up too much control for these large companies, creating […]

The post The Rise of BYOC: How Data Sovereignty Is Reshaping Enterprise Cloud Strategy appeared first on DATAVERSITY.

Real-Time Financial Data: Transforming Decision-Making in the Banking Sector

Think of a bank’s treasurer responsible for international cash movement across its global accounts. He receives a notification that a significant amount has been credited to one of the accounts in Asia. A few minutes later, the funds have been transferred to clear up a cash requirement on the other side of the world in Europe. […]

The post Real-Time Financial Data: Transforming Decision-Making in the Banking Sector appeared first on DATAVERSITY.

🔴 Red Button Data

🔴 Red Button Data

Comparing EU and U.S. State Laws on AI: A Checklist for Proactive Compliance

What Makes Small Businesses’ Data Valuable to Cybercriminals?

Ask a Data Ethicist: How Does the Use of AI Impact People’s Perceptions of You?

Mind the Gap: Agentic AI and the Risks of Autonomy

Why Business-Critical AI Needs to Be Domain-Aware

Book of the Month: “Rewiring Your Mind for AI”

How to Overcome Five Key GenAI Deployment Challenges

Open Data Fabric: Rethinking Data Architecture for AI at Scale

No PhD? No Problem: How Accessible AI Is Making Data Science Everyone’s Business

How an Internal AI Governance Council Drives Responsible Innovation

The Data Danger of Agentic AI

How to Future-Proof Your Data and AI Strategy

Everything You Need to Know About Synthetic Data

Beyond Pilots: Reinventing Enterprise Operating Models with AI

External Data Strategy: Governance, Implementation, and Success (Part 2)

Reimagining Data Architecture for Agentic AI

Future-Proofing AI Under a Federal Umbrella: What a 10-Year State Regulation Freeze Means

External Data Strategy: From Vision to Vendor Selection (Part 1)

Why and How to Enhance DevOps with AIOps

Deploying AI Models in Clinical Workflows: Challenges and Best Practices

Improving Data Quality Using AI and ML

Turning Data into Insights: A Smarter Playbook for Mid-Size Businesses

Generative AI Calls for a Master Class in Enterprise Storage

The Rise of BYOC: How Data Sovereignty Is Reshaping Enterprise Cloud Strategy

Real-Time Financial Data: Transforming Decision-Making in the Banking Sector

🔴 Red Button Data

🔴 Red Button Data

Category Archives: Data Blogs | Information From Enterprise Leaders