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Oct 1 2025
Stop Feeding AI Junk: A Systematic Approach to Unstructured Data Ingestion
It’s go-time for enterprise AI. A PagerDuty global survey of 1,000 IT and business executives found that 62% of companies using agentic AI expect a return of 171% on average. But getting to ROI is no easy task. Recent surveys show mixed results on efforts thus far, with “getting strategies right” and “making data ‘AI-ready’” […]


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Author: Kumar Goswami

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Oct 1 2025
Rethinking (Data) Politics in the Workplace
Most people cringe when they hear the word politics in the workplace. It brings to mind backroom deals, favoritism, turf wars, and decision-making that feels more about power than about progress. In the world of data, politics often gets blamed for blocking change — departments hoarding information, leaders fighting over priorities, and executives struggling to […]


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Author: Robert S. Seiner

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Sep 17 2025
AI Governance Reaches an Inflection Point
A new survey of 1,250 data governance executives commissioned by OneTrust offers a detailed snapshot of how organizations are grappling with the realities of AI adoption. The findings are clear: Enterprise use of artificial intelligence has surged, but the governance structures required to manage it have not kept pace. As adoption accelerates, governance is no longer optional […]


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Author: Myles Suer

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Sep 17 2025
The Next Frontier in Enterprise IT: Agentic AI That Takes Responsibility
Despite years of experimentation, most organizations agree: Artificial intelligence hasn’t remade the enterprise or shattered ROI goals — yet. In fact, McKinsey found that only about 1% of respondents in a recent survey believe they are at artificial intelligence maturity. 80% of respondents in a similar report failed to see a tangible ROI from generative AI.   The data above shows that AI system implementations from […]


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Author: Dr. Maitreya Natu

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Aug 6 2025
Data Governance and CSR: Evolving Together
In a world where every claim your organization makes — about sustainability, equity, or social impact — is scrutinized by regulators, investors, and the public, one truth stands out: Your data has never mattered more. Corporate Social Responsibility (CSR) isn’t just about good intentions — it is about trustworthy, transparent data that stands up to […]


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Author: Robert S. Seiner

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Jul 16 2025
A Leadership Blueprint for Driving Trusted, AI-Ready Data Ecosystems
As AI adoption accelerates across industries, the competitive edge no longer lies in building better models; it lies in governing data more effectively.  Enterprises are realizing that the success of their AI and analytics ambitions hinges not on tools or algorithms, but on the quality, trustworthiness, and accountability of the data that fuels them.  Yet, […]


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Author: Gopi Maren

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Jun 18 2025
Rethinking Data-Driven Leadership
After reading a piece a while back on why people “don’t trust data, they only trust other people,” I found myself agreeing — but also seeing another side to the story.  In my experience, leaders don’t trust data directly — they trust the story data helps them tell. Sometimes that story reinforces what they already […]


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Author: Christine Haskell

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Jun 18 2025
The Role of AI in Mitigating Next-Generation Cyber Threats
The digital age has witnessed an exponential increase in data creation and interconnectivity, resulting in unprecedented challenges in cybersecurity. Businesses, governments, and individuals are perpetually at risk of cyber-attacks ranging from data breaches and financial theft to espionage and infrastructure sabotage. While necessary, traditional cybersecurity measures are often reactive rather than proactive, struggling to adapt […]


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Author: Srinivasa Bogireddy

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Jun 4 2025
Is the Scope of Data Governance Enough?
Data governance has long been the backbone of responsible data management, ensuring that organizations maintain high standards in data quality, security, and compliance. According to Jonathan Reichental in “Data Governance for Dummies,” the scope of governance extends well beyond data ownership and stewardship. It encompasses metadata, data architecture, master and reference data management, storage, integration, […]


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Author: Myles Suer

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Mar 5 2025
Beyond Paper Policies: Building a Living Data Policy Framework
Data policies serve as the guardrails for how organizations manage their most valuable asset: data. Just as communities establish guidelines for shared community spaces, data policies provide the framework for how teams access, utilize, and govern their collective and shared data resources.  These policies aren’t merely bureaucratic exercises. They establish the rules of engagement for […]


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Author: Subasini Periyakaruppan

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Feb 19 2025
The Serviceberry Mindset: How Nature’s Gift Economy Can Reshape Data Governance
The Death of the Data Silo Is Not the End of the Problem For years, we’ve heard that breaking down data silos is the holy grail of business transformation. We’ve been told that better pipelines, integrated analytics, and AI-driven decision-making will finally unlock the full potential of enterprise data. But here’s the question no one […]


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Author: Christine Haskell

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Feb 19 2025
Reimagining Data Preparation for High-Impact Decision-Making
Data often arrives from multiple sources in inconsistent forms, including duplicate entries from CRM systems, incomplete spreadsheet records, and mismatched naming conventions across databases. These issues slow analysis pipelines and demand time-consuming cleanup. Organizations now use machine learning-assisted data preparation to address these challenges, which automatically standardizes formats, detects anomalies, and applies business rules.  Data […]


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Author: Ainsley Lawrence

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Feb 5 2025
Empowering Data Stewards: Building a Forum That Drives Value
Data steward forums are catalysts for organizational data wisdom and cultural transformation. When executed thoughtfully, they become your strongest asset in building a data-driven organization. However, their success hangs delicately on implementation — the difference between fostering lasting engagement and watching enthusiasm fade lies in the fundamental framework you establish from day one.  1. Building […]


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Author: Subasini Periyakaruppan

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Feb 5 2025
The State of Data Governance
In 2024, our research at Dresner Advisory Services revealed that only 32% of organizations have a formal data governance organization in place. This statistic highlights a critical gap, especially as machine learning (ML) and artificial intelligence (AI) are increasingly integrated into operations, expanding business reliance on data and analytic content. Despite the growing importance of […]


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Author: Myles Suer

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Jan 15 2025
Empowering Organizations Through Data Literacy, Governance, and Business Literacy
In my journey as a data management professional, I’ve come to believe that the road to becoming a truly data-centric organization is paved with more than just tools and policies — it’s about creating a culture where data literacy and business literacy thrive.  Data governance, long regarded as a compliance-driven function, is now the backbone […]


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Author: Gopi Maren

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Jan 15 2025
Identifying and Addressing Data Overload
Increased data generation requires modern businesses to manage vast volumes of information. All this data holds immense potential for insights and informed decision-making, but its value depends on effective utilization. Without the right tools, frameworks, and strategies, even established companies risk being overwhelmed by data overload.  Let’s take a closer look at data overload and […]


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Author: Irfan Gowani

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Jan 1 2025
Digital Transformation in Insurance: Overcoming Legacy Challenges
The insurance industry is experiencing a digital revolution. As customer expectations evolve and new technologies emerge, insurers are under increasing pressure to undergo digital transformation. However, legacy systems and outdated processes present significant hurdles for many companies. This article will explore the challenges of digital transformation in insurance, highlighting real-world cases and offering strategies to […]


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Author: Christine Haskell

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Dec 18 2024
From Chaos to Clarity: The Stealth Guide to Data Governance Success
In today’s fast-paced business world, data governance often feels like an insurmountable challenge. While teams focus on product development, innovation, and revenue generation, governance can seem like an abstract and expensive luxury. But as data volumes surge and complexity grows, the absence of proper governance creates a widening gap. Organizations are missing critical insights and […]


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Author: Subasini Periyakaruppan

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Dec 18 2024
Cybersecurity Strategies for Insurers: Protecting Data in the Digital Age
We’ve become numb to the headlines. Data breaches happen almost daily, making cybersecurity a top priority for insurers. With its vaults of personal and financial data, the insurance industry is a prime target for cybercriminals. This blog post will explore effective cybersecurity strategies for insurers, highlighting real-world cases and spotlighting new technologies reshaping the cybersecurity […]


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Author: Christine Haskell

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Dec 4 2024
Data Governance Defying Gravitas
“Defying Gravity,” the show-stopping anthem from the musical “Wicked,” captures the essence of breaking free from conventions and soaring beyond expectations. Just as Elphaba, the protagonist witch from “Wicked,” refuses to be bound by the weight of societal norms, Non-Invasive Data Governance (NIDG) offers organizations a way to defy the gravitas of traditional governance frameworks. […]


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Author: Robert S. Seiner

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Dec 4 2024
Data Governance Best Practices: Lessons from Anthem’s Massive Data Breach
In the insurance industry, data governance best practices are not just buzzwords — they’re critical safeguards against potentially catastrophic breaches. The 2015 Anthem Blue Cross Blue Shield data breach serves as a stark reminder of why robust data governance is crucial.  The Breach: A Wake-Up Call  In January 2015, Anthem, one of the largest health […]


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Author: Christine Haskell

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Nov 20 2024
Unleashing the Power of Data: A Guide for CIOs and CDOs
In today’s data-driven landscape, organizations have a wealth of information at their fingertips — but unlocking its full potential is a complex challenge. Many struggle to effectively leverage data for AI, analytics, and decision-making, often hindered by issues like accuracy, availability, and security. For CIOs and CDOs, prioritizing and addressing these obstacles is mandatory. From […]


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Author: Myles Suer

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Oct 2 2024
Strengthening Data Governance Through Data Security Governance
Data security governance is becoming increasingly critical as organizations manage vast amounts of sensitive information across complex, hybrid IT environments. A robust governance framework ensures that data is protected, accessible, and compliant with regulations like GDPR and HIPAA. By centralizing access controls, automating workflows, and applying consistent security measures, organizations can more effectively and efficiently […]


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Author: Myles Suer

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Sep 18 2024
Combat Governance Dilution: The CGO Solution
The term “governance” has become so widely used that it has lost much of its impact and precision. Originally, governance referred to the frameworks and processes for formalized and effective organizational control and accountability. However, its frequent and broad application across various contexts — ranging from IT to corporate, data, information, and AI governance — […]


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Author: Robert S. Seiner

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Sep 18 2024
Data Quality: The Hidden Cornerstone of Digital Transformation Success
As organizations rush headlong into digital transformation initiatives, a critical factor often gets overlooked: data quality. In the race to implement cutting-edge technologies and overhaul business processes, many companies fail to recognize that the success of these efforts hinges on the accuracy, completeness, and reliability of their underlying data. This oversight can lead to disastrous […]


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Author: Christine Haskell

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