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Makrof K: The Confidence to Act

The Confidence to Act

30 Reflections on Data Governance - What Breaks and What Holds: 30 Reflections on Data Governance

Non-Invasive Data Governance Unleashed redefines how organizations approach data governance in the modern era and equips data leaders, data professionals, and anyone involved in data management with the tools and insights necessary to implement a data governance framework that is both effective and minimally disruptive. 

At the heart of Non-Invasive Data Governance (NIDG) and this book is the understanding that data governance is not just a technical or procedural task but fundamentally about people and their data-related behavior. The book unleashes rich and practical guidance on how to implement NIDG in various organizational contexts. Whether dealing with limited resources, decentralized data management, or the need to prepare data for AI applications, readers will find actionable steps and real-world examples that make the implementation process straightforward and achievable.

Non-Invasive Data Governance Unleashed is a standout guide for aligning the elusive concept of data governance into an organization's natural rhythm by minimizing overhead, respecting corporate culture, leveraging existing roles and responsibilities, and focusing on empowerment over enforcement. Replete with these and other unique and ingenious strategies, Seiner champions a proven approach that not only respects but elevates existing workflows to boost data's potential and realized value. Data governance is no longer just a nice-to-have competency, so this book is a critical resource for any business and technology leader.Douglas B. Laney Data Analytics and AI strategy advisor Best-selling author of Infonomics and Data Juice

As organizations accelerate their adoption of AI, the importance of foundational principles like data governance cannot be overstated. Bob's new book provides a compelling blueprint for understanding why effective data governance is the bedrock of successful AI initiatives. By establishing trust, ensuring compliance, and fostering data quality, governance creates the environment where AI systems can thrive and deliver value. Bob clearly articulates how organizations that prioritize data governance unlock AI's true potential while mitigating risks. David E. Ulicne Executive Director - Executive Education Carnegie Mellon University's Heinz College

Empowering People to Govern Data and AI

Non-Invasive Data Governance Unleashed

Ignite a data revolution that accelerates trust, governance, and AI success.

In a world where AI no longer waits for permission: where autonomous agents plan, decide, and act faster than organizations can rewrite job descriptions, the real competitive advantages are not the technology and data by themselves, but the ability to govern them, guide them, and grow with them. As agentic AI reshapes workflows and redefines "normal," leaders face a simple choice: build the data and information capabilities that create clarity, trust, and acceleration - or get outpaced by those who do. The Data Catalyst³ (Cubed) gives you the blueprint for staying in control when the machines begin to move.

In this breakthrough book, renowned author Robert S. Seiner revolutionizes how organizations understand Data Governance by showing that governance, change management, and data fluency are not competing disciplines. They are a multiplier. When combined, they create catalytic momentum that eliminates resistance, accelerates adoption, and restores trust in data across the enterprise. Seiner, creator of the Non-Invasive Data Governance (NIDG) approach, once again proves that governance isn't bureaucracy - it's the accelerant for AI readiness, analytics excellence, and business and digital transformation.

Through three practical guides (Executive Briefing, Activation and Acceleration, and Field Guides), studied and applied canvases, and real-world examples, readers learn how to formalize accountability without disruption, embed governance into daily workflow, and build the fluency needed for people at every level to speak and act with data confidence. Seiner introduces the exponential power of becoming "cubed", magnifying governance × change × fluency - so organizations can build alignment, eliminate friction, and sustain momentum even as technology and expectations rapidly evolve.

If you're ready to stop selling governance as pain and start showing it as power, this book will permanently change how you - and your organization - think, talk, and act around data. This isn't just a new way to do governance. It's the new way to win in the AI era.

Accelerating Data Governance with Change Management and Data Fluency

The Data Catalyst³ (Cubed)

Non-Invasive Data Governance Strikes Again provides a blend of 50 applicable lessons learned and perspectives gained from years of assisting organizations worldwide to follow the popular non-invasive approach from the bestseller, Non-Invasive Data Governance.
Non-Invasive Data Governance (NIDG) does not mean that the governance of data and information will be easy or without trials and tribulations. Non-invasive does not mean that the program will be low impact. The title of this book is a dichotomy: achieving measurable results by being less threatening while the impact of striking with this approach can be huge. NIDG focuses on leveraging existing levels of accountability while addressing opportunities to improve. Read about a new framework for Non-Invasive Data Governance in this book that views the main components of a successful program through different levels and perspectives of the organization.


There is not a more prolific source of original ideas in the data governance community than Bob Seiner. He's in the field every day, working alongside his clients to help them address real business opportunities and problems. So, when Bob shares "experience and perspective" in his new book, you are tapping into literally thousands of hours of hard work and creative thinking which have been applied in the real world.Tony Shaw CEO and Founder, DATAVERSITY


In this sequel to Non-Invasive Data Governance, Bob Seiner uncovers, unwraps, exposes, defrags, and dissects the lessons and the questions he has discovered in the application of his groundbreaking methodologies for data governance. The reader will be well prepared with examples of how to manage, steward, measure, and to become the best Data Governance professional with the least possible friction.Michelle Finneran Dennedy Chief Executive Officer, PrivacyCode, Inc. and Partner, Privatus Strategic Consulting


Bob's invention of the Non-Invasive Data Governance methodology has helped to revolutionize the way organization's manage data. And this book shares the lessons he has learned putting NIDG to practice. So, if you are looking for guidance on governing your organization's data without requiring significant changes to existing processes or infrastructure, let Bob's latest book be your guide.Craig Mullins President &amp; Principal Consultant, Mullins Consulting, Inc.
 
Too often, data books present a rose-colored lens of how things should be. Bob Seiner certainly has the pedigree to know what needs to change, but he also has the practical experience to make it happen. This book is a key that can help anyone unlock the knowledge that Bob has accumulated the hard way, from the experience of many real-life data governance implementations. Everyone should add this to their data bookshelf, since no matter the scenario, there is likely to be a chapter or essay that will apply and help improve the situation. I can't imagine a better encore to Bob's original Non-Invasive Data Governance book! Anthony Algmin Founder, Algmin Data Leadership

Gaining Experience and Perspective

Non-Invasive Data Governance Strikes Again

The world beyond 2020 will be profoundly different from today. Radical transformative technologies are changing the relationship between mankind and machines in a way that even Wells, Orwell, or Jobs could not fathom. Nobody can tell for certain what will emerge from these tectonic shifts, save for the fact that the status quo is already obsolete. In effect, humanity has entered a new age in its evolution: the Symbiocene era. Societal issues notwithstanding, the existential concern for businesses and organizations everywhere is pressing: how to survive, or better yet, thrive in this brave new scary world?The Binary Firm explores the orchestrating strategies to get in front of the technological tsunami that is sweeping the globe. Tsunami is not too strong a word: witness the threat posed by artificial intelligence to the very nature of work. This book constructs a conceptual management framework engineered to anticipate changes and empower the organization to exploit them to its immediate advantage. The exposition goes beyond worn-out buzzwords like innovation, disruption, and collaboration. It dives into the underlying foundation of an organization impacting its financial destiny.This book will resonate with managers and entrepreneurs who may struggle to master the often-mystifying rigors of digital forces. As goes the new adage, every business is a software company. But how to tame this feral beast? Readers will find pragmatic answers herein. No organization can afford the status quo in this era of pervasive interconnections. This is the playbook to change your game and succeed at digitally transforming your organization without breaking the bank.

This book will resonate with managers and entrepreneurs who may struggle to master the often-mystifying rigors of digital forces.

Digital Management Transformation for the Non-Digital Organization

The Binary Firm

Wiley and SAS Business Series

Discover what does--and doesn't--work when designing and building a data governance program

In A Practitioner's Guide to Operationalizing Data Governance, veteran SAS and data management expert Mary Anne Hopper walks readers through the planning, design, operationalization, and maintenance of an effective data governance program. She explores the most common challenges organizations face during and after program development and offers sound, hands-on advice to meet tackle those problems head-on.

Ideal for companies trying to resolve a wide variety of issues around data governance, this book:
* Offers a straightforward starting point for companies just beginning to think about data governance
* Provides solutions when company employees and leaders don't--for whatever reason--trust the data the company has
* Suggests proven strategies for getting a data governance program that's gone off the rails back on track

Complete with visual examples based in real-world case studies, A Practitioner's Guide to Operationalizing Data Governance will earn a place in the libraries of information technology executives and managers, data professionals, and project managers seeking a one-stop resource to help them deliver practical data governance solutions.

Discover what does--and doesn't--work when designing and building a data governance program

In A Practitioner's Guide to Operationalizing Data Governance, veteran SAS and data management expert Mary Anne Hopper walks readers through the planning, design, operationalization, and maintenance of an effective data governance program. She explores the most common challenges organizations face during and after program development and offers sound, hands-on advice to meet tackle those problems head-on.

Ideal for companies trying to resolve a wide variety of issues around data governance, this book:
* Offers a straightforward starting point for companies just beginning to think about data governance
* Provides solutions when company employees and leaders don't--for whatever reason--trust the data the company has
* Suggests proven strategies for getting a data governance program that's gone off the rails back on track

Complete with visual examples based in real-world case studies, A Practitioner's Guide to Operationalizing Data Governance will earn a place in the libraries of information technology executives and managers, data professionals, and project managers seeking a one-stop resource to help them deliver practical data governance solutions.

Practitioner's Guide to Operationalizing Data Governance

- Setzt den Rahmen für erfolgreiches Datenmanagement und sorgt für die umsatzsteigernde Nutzung der Organisationsdaten
- Konzipiert ein qualitätsorientiertes Datenmanagement für die gesamte Organisation
- Hat die Entstehungs- und Verarbeitungsprozesse von Organisationsdaten im Blick
- Liefert Standards, Methoden und Instrumente für eine hohe Datenqualität
- Neu in der 2. Auflage: umfangreiche Aktualisierung aller Kapitel und Ergänzung von u. a. Data-Governance-Formen, Datenprinzipien, Datendomänen, Data Office sowie einer Vielzahl von Tools und neuen Anwendungsfällen.
- Ihr exklusiver Vorteil: E-Book inside beim Kauf des gedruckten Buches

Daten sind eine wichtige strategische Ressource im digitalen Wettbewerb. Damit sie gewinnbringend genutzt werden können, muss ein Rahmen in Organisationen geschaffen werden. Diesen Rahmen bietet Data Governance. Doch welchen Mehrwert bietet Data Governance für Organisationen und wie lässt es sich in die Praxis umsetzen? Dieses Buch zeigt Ihnen, was wirklich funktioniert. Profitieren Sie von den Ergebnissen intensiver praxisnaher Forschung und der jahrelangen Projekterfahrung der Autorinnen in Organisationen unterschiedlicher Größe und Branchen. Das qualitätsorientierte Data Governance Framework adressiert unterschiedliche Handlungsebenen und unterscheidet nicht zwischen verschiedenen Datendomänen. Die Autorinnen geben einen wertvollen Überblick zum Thema Datenqualität und dessen Relevanz für Organisationen. Konkrete Handlungsempfehlungen ermöglichen Ihnen, die ersten Data-Governance-Aktivitäten in Ihrer Organisation schnell vorzubereiten und umzusetzen.

AUS DEM INHALT //
- Begriffe und Grundlagen, Überblick über Data Governance Frameworks
- Das qualitätsorientierte Data Governance Framework
- Rollen und Gremien
- Bedeutung von Datenqualität in der Praxis
- Instrumente, Techniken und Tools zur Umsetzung in Unternehmen
- Anwendungsbeispiele aus über fünfzehn Jahren Erfahrung

- Setzt den Rahmen für erfolgreiches Datenmanagement und sorgt für die umsatzsteigernde Nutzung der Organisationsdaten
- Konzipiert ein qualitätsorientiertes Datenmanagement für die gesamte Organisation
- Hat die Entstehungs- und Verarbeitungsprozesse von Organisationsdaten im Blick
- Liefert Standards, Methoden und Instrumente für eine hohe Datenqualität
- Neu in der 2. Auflage: umfangreiche Aktualisierung aller Kapitel und Ergänzung von u. a. Data-Governance-Formen, Datenprinzipien, Datendomänen, Data Office sowie einer Vielzahl von Tools und neuen Anwendungsfällen.
- Ihr exklusiver Vorteil: E-Book inside beim Kauf des gedruckten Buches

Daten sind eine wichtige strategische Ressource im digitalen Wettbewerb. Damit sie gewinnbringend genutzt werden können, muss ein Rahmen in Organisationen geschaffen werden. Diesen Rahmen bietet Data Governance. Doch welchen Mehrwert bietet Data Governance für Organisationen und wie lässt es sich in die Praxis umsetzen? Dieses Buch zeigt Ihnen, was wirklich funktioniert. Profitieren Sie von den Ergebnissen intensiver praxisnaher Forschung und der jahrelangen Projekterfahrung der Autorinnen in Organisationen unterschiedlicher Größe und Branchen. Das qualitätsorientierte Data Governance Framework adressiert unterschiedliche Handlungsebenen und unterscheidet nicht zwischen verschiedenen Datendomänen. Die Autorinnen geben einen wertvollen Überblick zum Thema Datenqualität und dessen Relevanz für Organisationen. Konkrete Handlungsempfehlungen ermöglichen Ihnen, die ersten Data-Governance-Aktivitäten in Ihrer Organisation schnell vorzubereiten und umzusetzen.

AUS DEM INHALT //
- Begriffe und Grundlagen, Überblick über Data Governance Frameworks
- Das qualitätsorientierte Data Governance Framework
- Rollen und Gremien
- Bedeutung von Datenqualität in der Praxis
- Instrumente, Techniken und Tools zur Umsetzung in Unternehmen
- Anwendungsbeispiele aus über fünfzehn Jahren Erfahrung

Der Leitfaden für die Praxis

Data Governance

Data-governance programs focus on authority and accountability for the management of data as a valued organizational asset. Data Governance should not be about command-and-control, yet at times could become invasive or threatening to the work, people and culture of an organization. Non-Invasive Data Governance™ focuses on formalizing existing accountability for the management of data and improving formal communications, protection, and quality efforts through effective stewarding of data resources.
Non-Invasive Data Governance will provide you with a complete set of tools to help you deliver a successful data governance program. Learn how:

 Steward responsibilities can be identified and recognized, formalized, and engaged according to their existing responsibility rather than being assigned or handed to people as more work.

 Governance of information can be applied to existing policies, standard operating procedures, practices, and methodologies, rather than being introduced or emphasized as new processes or methods.

 Governance of information can support all data integration, risk management, business intelligence and master data management activities rather than imposing inconsistent rigor to these initiatives.

 A practical and non-threatening approach can be applied to governing information and promoting stewardship of data as a cross-organization asset.

 Best practices and key concepts of this non-threatening approach can be communicated effectively to leverage strengths and address opportunities to improve.

The Path of Least Resistance and Greatest Success

Non-Invasive Data Governance

Data Stewardship Body of Knowledge (DSBOK)

Turn data quality into a business advantage that delivers measurable results.

Poor data quality delays transformation, undermines analytics, and erodes trust in business decisions. Data Quality ROI shows business leaders, data professionals, and executives how to reframe data quality as a strategic asset that fuels revenue growth, risk reduction, and customer satisfaction.

Drawing on years of leading data governance and quality programs, author Gaurav Patole introduces a clear, Newton-inspired framework for understanding how data flows, breaks, and improves inside organizations. Through relatable stories and four simple laws, he explains why data quality programs often stall and how to build lasting change.

This book goes beyond cleansing and dashboards to focus on ownership, communication, and culture. Readers will discover how to overcome organizational inaction, break down governance silos, and make data quality everyone's responsibility. Each chapter connects practical steps to real business outcomes, ensuring data quality conversations resonate across both business and technology teams.

This book delivers a rare combination of deep expertise and practical frameworks that any organization-regardless of maturity-can use to take control of its data, to adopt a Fit-for-Purpose mindset focused exclusively on the data that drives decisions, revenue, and risk mitigation. 
Patrick Attallah, Chief Data Officer at NXP Semiconductors

The core idea in this book-that data quality is fundamentally a communication challenge-is a powerful one. It provides a useful framework for data teams who are struggling to translate their efforts into a language that resonates with business stakeholders and fosters a culture of shared data accountability.
Dr. Sebastian Wernicke, Bestselling Author of 'Data Inspired', Partner- Oxera Consulting

Having worked alongside Gaurav through some of the most demanding data transformation programs, I've seen his brilliance in action, leading and delivering enterprise-scale data governance and quality initiatives with a level of impact that's truly unprecedented. This book reflects that same rare mix of vision, depth, and execution. 
Subeer Sehgal, Head, AI &amp; Data Governance Strategy at Fractal

This book that you hold in your hands is a work of leadership that will create clarity and generate energy for data quality as an organization-wide team sport.
Karthik Ravindran, GM, Worldwide Data Platforms, Microsoft Corporation

A Playbook for Business-Driven Data Quality

Data Quality ROI

The Confidence to Act

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