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I help data and AI companies reach the leaders who decide how data and AI get governed. And I help those leaders make governance work in the real world.
I'm George Firican, founder of LightsOnData and host of the Lights On Data Show. My focus is data governance, AI governance, and the newest challenge on the list: governing agentic AI. I make these topics practical, clear, and (yes, really) fun.
What I do now:
- Practice data and AI governance, leading governance, BI, data quality, data science and AI teams
- Influencer amplification through LinkedIn, Instagram, and YouTube content, as well as podcasts, newsletters, and conference amplification with pre-event promo, onsite interviews, and post-event recaps
- Keynotes and panels on data, AI, and agentic AI governance
- Provide self-paced courses through LinkedIn Learning, LightsOnData, as well as live courses with O'Reilly and Pearson
Available For: Influencing, Speaking Travels From: Vancouver, BC, Canada
Speaking Topics: data governance, big data, data quality, AI governance, metadata management, data strategy, Agentic AI
MARKETING, TECHNOLOGY & PRIVACY: Forecast for 2022
PiwikPro
December 16, 2021
Get the information that will help you chart your marketing strategy and select the optimal technology stack for 2022 and beyond
Align your future plans with existing and upcoming privacy regulations
Learn the predictions for 2022 from over 30 top experts in marketing, technology and privacy
Discover why privacy compliance isn’t just an item to be ticked off a list, but rather a business advantage
Implementing the Data Governance Maturity Model
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January 05, 2024
Embarking on the journey to improve your organization’s data governance is akin to embarking on a quest for continuous improvement. Here’s…Continue reading on Medium »
Marketing Analytics and Product Analytics: Understanding User Journeys and Getting Into the…
Import from medium.com
June 26, 2023
Marketing analytics and product analytics are crucial aspects of understanding user behavior, optimizing conversions, and driving business…Continue reading on Medium »
Tags: Big Data, Digital Disruption, Digital Transformation
Best Free Resources for Data Science
Import from medium.com
April 03, 2023
Learning and acquiring the skills required to be a data scientist can be hard and sometimes cost-prohibitive. Some courses and some tools are definitely expensive. But you shouldn’t let this deter you from achieving your goal of becoming a data scientist or improving your existing skill set. There
Tags: Big Data, Digital Disruption, Digital Transformation
What is Master Data Management: A Complete Guide
Import from medium.com
March 27, 2023
IntroductionMaster Data Management (MDM) is a critical aspect of modern data management practices. MDM is the process of creating, maintaining and governing the master data, which is the core data that is used to support an organization’s business processes and operations. Master data is typically
Tags: Big Data, Digital Disruption, Digital Transformation
How To Best Implement a Data Catalog
Import from medium.com
March 20, 2023
Data catalogs are here to stay and a great asset to data-driven organizations. But how do you best implement a data catalog?In this episode, Rupal Sumaria joins us to explore how to implement a data catalog. Rupal is the Head of Data Governance at Penguin Random House in the UK, which successfully
Tags: Big Data, Digital Disruption, Digital Transformation
How to Become a Data-Driven Organization
Import from medium.com
March 13, 2023
A data-driven organization recognizes the importance of collecting raw data and understands that it shouldn’t make business decisions using raw data alone. Instead, they collect, analyze and derive insights from data to address business problems, identify new growth opportunities, and drive profit
Tags: Big Data, Digital Disruption, Digital Transformation
How to Think as a Business Data Scientist
Import from medium.com
March 06, 2023
Our guest today is Ashish Patel, Chief Data Scientist at IBM. He’ll share his story, how to get into the field and best practices to follow as a business data scientist. He’ll also tell us why the agile methodology is not the best to use for ML/AI projects, what are the important things to follo
Tags: Big Data, Digital Disruption, Digital Transformation
Ensuring ROI on Predictive Analytics Projects
Import from medium.com
February 27, 2023
With the fast-paced growth in data professionals: Data scientists, analysts, engineers, and the lines between data roles being blurred, measuring and communicating the ROI of data teams is no easy feat. But given the large investment in this area, understanding this value presents an existential que
Tags: Big Data, Digital Disruption, Digital Transformation
Change Management 101: Managing Change in Data Projects
Import from medium.com
October 31, 2022
Change is the only constant in business, and it’s up to leaders to make sure their employees are on board with it. If your company wants to succeed in today’s rapidly changing environment, it’s critical that employees learn how to adapt and thrive in the face of change. So, how do you encourag
Tags: Big Data, Digital Disruption, Digital Transformation
The 3 SIGHTS all organizations should obtain | Deals not to be missed & upcoming FREE events
LinkedIn
January 31, 2022
Data Analytics and Business Analytics have turned into those buzzwords which everyone is using, but with different meanings. Not to mention the never ending questions and debates on:
Guide to Data Governance Roles and Responsibilities
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November 29, 2021
If you’re at the beginning of your data governance journey, one of the very first steps you’ll need to take is to identify who in your…Continue reading on Medium »
Tags: Big Data, Digital Disruption, Digital Transformation
5 main reasons to leverage a data governance maturity model
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November 19, 2021
A data governance maturity model is a sought after tool as it brings quite a few benefits which could be placed in the following 5 buckets:Continue reading on Medium »
Tags: Big Data, Digital Disruption, Digital Transformation
How to do a great data governance assessment?
LightsOnData
November 04, 2021
When starting a data governance program, one needs to do a data governance assessment and understand current status, challenges and priorities. This as-is analysis will help you put together a business case for data governance and understand what you should first tackle.
What is the difference between business dictionary and business glossary?
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October 11, 2021
Is a business dictionary not the same as a business glossary? They are similar, but not the same. Both of these artifacts have the same purpose, what differs is some of the rules that govern them. Let's uncover what these are. Table of Contents How is a business dictionary different?Governing rulesP
What is the difference between data management and data governance?
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September 07, 2021
The difference between data management and data governance should be easily understood by any professional, especially one working in the data field. Unfortunately, even though there's a lot of information out there about these topics, I feel that they create more confusion that clarification.
What is the difference between data classification and data categorization?
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August 03, 2021
Data classification is often used as a synonym with data categorization. Are they the same? Not quite, so let's clarify this confusion as these terms are often used interchangeably when in fact they shouldn't. Is there a difference between data classification and data categorization in th
How I would learn data governance (if I had to start over)
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July 27, 2021
As you might know, I'm putting together a lot of content and creating online courses on data governance drawn from my own practical experience as a data governance professional. Knowing what I know now, I want to share with you how I would learn data governance if I had to start over. Bef
How will data storytelling transform your business
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July 15, 2021
Modern companies are increasingly turning to data-driven solutions to offer better products and services. According to TechTrend’s review on global data use, we created 2.5 quintillion data bytes daily in 2020; this means there is more data now than ever to extract value from. Moreover, the field
Data governance implementation through a gardening analogy
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June 15, 2021
Today I'm did a bit of gardening. As I was planning the work in my head, I realized there were quite a few analogies between data governance and gardening. So let's use the gardening analogy to understand how we could establish a good data governance program.1. Understanding the driver In my garden
Data governance questions you should ask
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June 02, 2021
Table Of Contents Questions you are askedQuestions to ask the interviewer 1. What stage is your data governance program in? 2. What were the main factors for making other programs successful at their company? 3. How do you define your company culture?4. What is your vision for the da
How to choose and select a data governance sponsor
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May 19, 2021
As most of us already know, the data governance sponsor plays a critical role in the success of a data governance program. Without sponsorship, data governance often fails. But, we have to be a bit picky here and not just go for any sponsor. Here's is one main guiding criteria in selecting a sp
What is the difference between a Data Analyst and a Data Scientist?
Import from medium.com
April 13, 2021
Difference between a data analyst and a data scientistThere’s a bit of a confusion as what the difference is between a data analyst and a data scientist.I went over 100 job descriptions and I must have read over 50 different articles and white papers from reputable sources, including top-notch uni
Tags: Big Data, Digital Disruption, Digital Transformation
Data Governance Interview Questions and Answers (part 2)
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March 22, 2021
In this article we'll go through the type of questions that you might get in a data governance interview that are meant for the interviewer to better gauge your previous data governance experience. Similar to the of the article on the Data governance Interview Questions and Answers - Part 1 the
Data Visualization for Data Storytelling Online Course
LightsOnData
January 11, 2021
Data storytelling and data visualization are becoming absolute must-learn skills. As all organizations become increasingly data-driven, the ability to work with data and drive information out of it isn’t a bonus, it is essential.
Learn how to tell compelling data stories, accompanied by effective data visualizations, that will engage your audience.
Lights On Data Show
Spotify/ Anchor/ Lights On Data
August 28, 2020
Each episode puts the lights on various data topics with renowned industry experts. We cover the following topics in a fun and informative interview format: big data, data science, data analytics, machine learning, artificial intelligence, data visualization, data storytelling, data governance, data management, data quality, data strategy, digital disruption, digital transformation, and much more.
President’s Staff Award for Leadership
The University of British Columbia
August 30, 2021
A passionate advocate for the importance of data, George Firican championed the shift towards a data-driven culture for fundraising and alumni engagement. His foundational work is creating a world-class data governance program with specialties in business intelligence, data analytics, data quality management and data stewardship. His innovations in this area are recognized at UBC and within the data governance industry at large.
George brings people together and identifies opportunities that lay within our data. For example, his Business Glossary initiative fosters common understanding across teams at DAE, reduces work at cross-purposes, and enables the university to better serve and engage donors and alumni. This award-winning initiative was adopted by others in higher education and fundraising and spotlights UBC as an industry leader. George built upon this foundation to develop opportunities such as Segmentation Models and Geo-Markets Dashboards, which allow fundraisers and alumni engagement officers to explore location-based information and create effective strategies in key markets. His work has resulted in numerous industry awards; including Gold and Platinum awards from the Council for Advancement in Support of Education.
A calm and empathetic leader, George fosters an open and respectful environment that inspires diversity in opinion. He encourages his team to leverage their lived experiences to consider new ways to understand, analyze and present constituent communities, allowing for deeper engagement with the community but also a more diverse mindset within DAE.
Outside of work, George founded the Lights On Data YouTube and LinkedIn channels where he provides a forum for sharing knowledge, best practices and experience among industry leaders and peers.
George’s vision, determination, partnership and creativity are an asset to DAE and UBC as well as peer institutions across Canada and the community at large.
Gold for Key Geo-Markets Dashboards
honor issuerCouncil for Advancement and Support of Education (CASE)
February 01, 2021
Received the Gold award for a visual self-serve tool that is fed various constituent/customer data as well as geo-location information of more than half a million records that are updated nightly if any changes are detected.
The tool enables the alumni engagement and fundraising teams to confirm their regional strategies and plan a better targeted constituency engagement within our 21 key geographic zones and their sub-regions.
Best Advancement Services Initiative - alumniUBC Segmentation Model
The Canadian Council for the Advancement of Education (CCAE)
June 10, 2019
Received Gold for the innovation and work done by my Data Analytics team in collaboration with alumniUBC on the alumniUBC Segmentation Model.
The goals were to better understand our alumni interests and needs. This had to be bigger than just anonymous survey results. We wanted to be able to point to an alumnus’ record know that this set of differentiators suggests this person is most likely to participate in a certain activity. This led to better email open rates, lower unsubscribe rates and just overall better awareness of UBC's alumni programs and services.
Quality & Productivity Bronze Award for Business Glossary
Canadian Association of University Business Officers
June 01, 2018
Received the Bronze award for the Business Glossary and "How to DAE" (an internal Google-like engine for information) implementations and their achievements.
Circle of Excellence Award - Platinum & Gold for Business Glossary
CASE International
August 01, 2017
Received the Platinum and Gold award for the Best Practices in Advancement Services for the Business Glossary and "How to DAE" (an internal Google-like engine for information) implementations and their achievements.
Best Practice in Advancement Services - Tracing Program
Council for Advancement and Support of Education (CASE)
February 02, 2015
Received the Bronze award for the Best Practices in Advancement Services for the Tracing Program, its best practices, implementation and its achievements from June 2013 to October 2014.
Best Practices in Advancement Services - Data Governance & Quality Program
CASE
June 02, 2014
Received the Bronze award for the Best Practices in Advancement Services for the Data Quality Program, its vision and concept, evolution, strategy, best practices, and its achievements from June 2012 to October 2013.
Forget Me Not: Digital Post-it notes
Exago BI Podcast
November 07, 2008
Never forget again. Type in your notes, reminders, or ideas on the virtual Forget-Me-Not paper. Open multiple Forget-Me-Nots, fill them in, change their color and stick them anywhere on your desktop. Your notes will be saved automatically.
The 3 Pillars of a Successful Data Governance Program
IRMAC
September 16, 2020
Many organizations agree that data governance is needed, but it can be a daunting program to undertake all at once. What steps do you need to take to ensure adoption and a sustainable program? What should your initial focus be? What foundational blocks should you put in place to build a data governance program and start managing your data as an asset? This keynote will provide potential solutions to all these questions.
Key takeaways:
Best practices for setting up a strong Data Governance foundation
The most important 3 steps to take to create a sustainable data governance program
Lessons learned from successful and failed implementations
Tags: Agentic AI, AI Governance, Digital Transformation
Dark data: the hidden potential
Qlik Scotland
September 11, 2020
You’ve heard of big data, small data even, but what is this concept of dark data? This session will clarify this concept and and the reasons why organisations have dark data, while also exploring its risks as well as potential and benefits that it could bring to a business and even an entire industry.
Business of Data | Data Conversations Over Coffee with George Firican
Corinium Global Intelligence
October 14, 2020
George talks to me about dark data, what can be done to take advantage of the value that lies within this "forgotten" data, and the risks and liabilities of dark data.
It's Ok To Fail, Not All Ideas Take Off The First Time
EatMy News
October 13, 2020
For the most part, it's the people. The people such as your audience, your clients. You need to understand them and their needs that you're trying to meet. It's also the people that you're partnering and collaborating and working with because you can't do everything on your own.
Future of Analytics
Data Management Summit 2021
March 17, 2021
Analytics has changed, companies do not use it looking at the past, but looking at the future. The culture of analysis has definitely killed the reporting. Decision-making needs today’s data and tomorrow’s. ETL, ELT, ET(L), Data Virtualization and above all Data Lake and the Cloud have changed the architecture of companies. Roundtable Facilitator: George Firican
Tags: Agentic AI, AI Governance, Digital Transformation
187 Podcasts
How to Recover Trust After an Identity Breach
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August 14, 2026
George Firican interviews Chris Bevil, former CISO and principal consultant at Commvault, about identity resilience—recovering to a clean, trusted state after an identity attack succeeds. They discuss why identity has become a primary target as cloud/SaaS, hybrid work, federation, and AI agents ex
The Math Problem With Human-in-the-Loop AI
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July 10, 2026
Most organizations treat "human in the loop" like a solved design pattern. Dr. Fern Halper, VP of Research at TDWI and author of Data Makes the World Go 'Round, says it's often just a checkbox — and that the real risk isn't agents replacing us, it's losing the judgment we
Data Governance 2.0: Transforming Control into Collaboration with AI
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February 06, 2026
Join George Firican on the Light On Data Show as he discusses the concept of Data Governance 2.0 with Nagim Ashufta, founder and CEO of Driva. They explore the shift from traditional data governance to a collaborative, AI-powered model. Learn about the importance of stewardship, connecting data crea
Blockchain's Impact on Banking: Interview with Investor Matthew Le Merle
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January 30, 2026
Join George Firican in this insightful episode of the Lights On Data Show as he interviews Matthew Le Merle, Silicon Valley investor and co-founder of Fifth Era Partners. They discuss how blockchain technology is revolutionizing banking, payments, and asset management. La Merrill shares his perspect
NCOA: The Key to Accurate CRM Address Data
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January 23, 2026
In this episode of the Lights On Data Show, host George Firican and guest Scott Eganhouse, Salesforce Address Data Evangelist, discuss the critical role of National Change of Address (NCOA) in data governance, compliance, and AI readiness. They delve into how NCOA updates can significantly improve C
How To Redefine Your Role Before AI Does It For You
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January 09, 2026
In this episode of the Lights On Data Show, host George welcomes Josie Haines, an Emmy-winning technical leader famous for her contributions at Apple. They discuss the complex issues of career burnout, imposter syndrome, and the critical need for tech professionals to redefine their roles in the fac
What Really Drives Career Growth in Data Analytics
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December 19, 2025
Career growth in data analytics is often misunderstood.In this episode of The Lights On Data Show, George Firican and Albert Bellamy explore what actually influences career progression, from resumes and LinkedIn profiles to interviews, impact, and mindset.A practical, experience based conversation f
How Is AI reinventing MDM and Data Governance?
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December 12, 2025
As organizations deploy AI, how should master data management and data governance programs evolve, or be reinvented, to stay relevant?Join George Firican and Bruno Billy, President of APGAR North America, and Ken Brown, Head of Customer Success as they will explore how MDM and Data Governance are be
Why Data Sovereignty Matters for AI Innovation (Interview with Vinay Samuel from Zetaris)
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October 30, 2025
In this episode of The Lights On Data Show, George Firican speaks with Vinay Samuel, CEO and Founder of Zetaris, about how organizations can build AI systems that are cost-efficient, sovereign, and trusted.They explore what it really means to own your AI: from keeping intellectual property and data
Changing Student Recruitment and Retention with AI
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July 18, 2025
Join George Firican as he discusses with Emily Chase Coleman, CEO of HAI Analytics, about the convergence of EdTech and AI in transforming higher education. Learn how predictive modeling and AI are enhancing recruitment and retention strategies, identifying at-risk students, and optimizing financial
ROI Framework for Data Teams
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July 11, 2025
In this episode of the Lights On Data Show, George Firican interviews Ollie Hughes, CEO and co-founder of Count, to explore the challenge every data team faces: showing real Return on Investment (ROI). Ollie shares a clear framework built on four principles that help data teams break free from the '
Unlocking the Future of Enterprise AI with Salesforce Agentforce
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July 04, 2025
Join host George Firican on the Lights On Data Show as he interviews John Kucera, Senior Vice President of Salesforce AI, to explore the transformative power of Agentforce. Learn how this technology is reshaping enterprise AI by automating digital labor, offering powerful new capabilities like obser
How to Get Your KPIs Without the Data Hassle
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June 20, 2025
In this episode of the Lights On Data Show, host George Firican discusses effective KPI management with veteran tech entrepreneur and product leader Lior Gerson, co-founder and CEO of Target Board. Lior shares his insights on overcoming common data challenges facing executives, the importance of a c
How to Master the New Era of Data Management - with Kamal Hathi
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May 30, 2025
In this episode of the Lights On Data Show, host George Firican discusses the rapidly evolving landscape of data management with Kamal Hathi, Senior Vice President and GM at Splunk, a Cisco company. They explore the challenges organizations face as they scale and adopt AI, emphasizing the importance
How AI Agents Are Reshaping Data Observability
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May 23, 2025
In this episode of the Lights on Data Show, host George Firican dives deep into the evolving world of data observability with guest Salma Bakouk, co-founder and CEO of Sifflet. They explore how modern data strategies are shifting, especially with the rapid advancement of AI, and discuss the increasi
Machine Learning in Complex Systems and Non-Linear Systems: Interview with Dr. Chris Kulp
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May 02, 2025
George Firican interviews Dr. Chris Kulp, Professor of Physics specializing in non-linear dynamics and machine learning. The discussion delves into how machine learning is revolutionizing both natural and social sciences by identifying patterns in massive data sets that humans might overlook. Dr. Ku
AI Compliance & Risk Management: Best Practices with Santosh Kaveti
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April 25, 2025
In this episode of the Lights On Data Show, host George Firican discusses AI compliance and risk management with Santosh Kaveti, the founder and CEO of ProArch. As AI technology advances rapidly, Santosh shares valuable insights on securing and operationalizing AI in organizations, understanding dat
Unpacking DevOps Bull: Challenges, Solutions, and the Future
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April 18, 2025
Join George Firican as he hosts Cory O'Daniel, CEO and co-founder of Massdriver, in an engaging episode of the Lights On Data Show. They delve into the complexities of cloud operations, DevOps, and infrastructure management. Cory discusses his controversial article 'DevOps is Bull(bleep)'
Data Lineage Best Practices: Interview with Caitlyn Truong
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April 11, 2025
In this episode of the Light On Data Show, host George Firican dives into the critical yet often overlooked aspect of data management: data lineage. Special guest Caitlyn Truong, co-founder and CEO of Zengines, shares her expertise from over 20 years in financial services, telecommunications, and en
How to Start and Thrive as a Freelance Data Scientist
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April 04, 2025
In this episode of the Lights On Data Show, host George welcomes back Dimitri Visnadi, a successful freelance data scientist. Dimitri shares his journey into freelancing, emphasizing the mindset shifts and practical steps necessary to build a sustainable freelancing business in the data science fiel
Creating Immersive Experiences with AI
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March 21, 2025
In this episode of the Lights On Data Show, host George Firican explores the innovative integration of AI, creativity, and immersive experiences with guest Geoff Thatcher, Executive Creative Director for the Game On AI experience at the College Football Hall of Fame. Geoff discusses how AI is transf
How to Future-Proof Your Career and Thrive in the AI Industry with Dr. Joan Bajorek
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March 14, 2025
Join George Firican in the latest episode of the Lights on Data show as he interviews Dr. Joan Bajorek, an AI expert who has navigated two AI layoffs and built 22 income streams while closing six and seven-figure contracts. Learn actionable insights from her new book, 'Your AI Roadmap,' (htt
Industrial AI: Transforming Manufacturing
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February 07, 2025
In this episode of the Light on Data Show, hosts George and Diana explore the transformative potential of AI in the manufacturing and industrial sectors. Their guest, Bryan DeBois, Director of Industrial AI at RoviSys, shares insights from his 25 years of experience.
They discuss the primary driver
Business 101 for the Data Professional
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January 31, 2025
In this episode of the Lights on Data show, hosts George and Diana welcome Jordan Morrow, often called the 'Godfather of Data Literacy,' for an insightful discussion. Jordan, a bestselling author and pioneer in data literacy programs, shares key insights from his latest book, Business 101 for the Da
How Organizational Culture Impacts Data Governance Success
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January 24, 2025
In this enlightening episode of the Lights on Data Show, co-hosts George and Diana delve into the vital topic of how organizational culture impacts data governance success. Joined by Joyce Myers, Chief Data Officer at Modern Technology Solutions, they explore the importance of culture, its effects o
Data scientist vs. data analyst
Data Geeks Saturday 2021
August 07, 2021
What is the difference between a data scientist and a data analyst? They sometimes overlap, but they are not the same. Let's clarify this once and for all.
Three artifacts to manage your metadata and reference data
Publications Office of the European Union
March 16, 2021
An overview of 3 important tools any organization should be using to manage their metadata and reference data. In this session you will learn what a business glossary, a data dictionary and a data catalogue are, the benefits they bring, and what the relationship between all 3 is.
How to Establish a Successful Data Governance Program with Limited Resources
Dataversity DGIQ
December 07, 2020
Many organizations agree that data governance is needed, but it can be a daunting program to undertake all at once. What steps do you need to take to ensure adoption and a sustainable program? What should your initial focus be? What foundational blocks should you put in place to build a data governance program and start managing your data as an asset? This session will provide potential solutions to all these questions.
Key takeaways:
• Best practices for setting up a strong Data Governance foundation
• The most important 3 steps to take to create a sustainable data governance program
• Lessons learned from successful and failed implementations
Tags: Agentic AI, AI Governance, Digital Transformation
Dark data: friend or foe?
IQPC
August 04, 2020
We've heard of big data, small data even, but what is this concept of dark data? This session will clarify this concept and this data's attributes, while also exploring its risks as well as potential and benefits that it could bring to a business and even an entire industry.
Tags: Agentic AI, AI Governance, Digital Transformation
The Ultimate Guide to Building an Award-Winning Business Glossary
Dataversity
December 09, 2019
It’s estimated that the average information worker spends 9.5 hours per week searching for information, and 42 percent of middle management accidentally uses wrong information once a week. Business glossaries are an effective solution for improving communication and productivity, ensuring a common understanding of business terms and increasing information and data trust. So, what do you need to do to create an efficient business glossary or improve the one you have? George Firican has created award-winning business glossaries and wants to provide you with the knowledge to do the same. In this session you will learn:
The real difference between business glossaries, data dictionaries, and catalogs
Building the business case for a business glossary
Best practices for creating unambiguous and consistent definitions
The must-have and nice-to-have attributes
Managing the life cycle of a term
How to manage, maintain, and fund it
Productivity hacks and other useful tips
Starting and evolving a Data Quality Program at University of BC
Data Governance & Information Quality Conference
June 25, 2014
It is a fact that poor quality data is costing large amounts of money to institutions all over the world. Within the fundraising and alumni relations domain this might equate into potentially lost prospects, donors, donations, alumni engagements, and resources needlessly spent on redundant procedures, etc. The University of British Columbia’s (UBC) "Start an Evolution" campaign aims to raise $1.5 billion dollars for students, research and community engagement and to double the number of alumni involved annually in the life of the university by 2015. As such, a Data Quality Program is crucial in supporting this goal. This presentation will show how UBC’s Development and Alumni Portfolio started and evolved a Data Quality Program, its success stories and lessons learned.
You will learn:
Critical steps in developing a Data Quality Program
Adopting a methodology for success
Gaining support and fostering cultural change towards the importance of information quality
Showcasing data quality improvements
The Ultimate Guide to Building an Award-Winning Business Glossary
Data Governance & Information Quality
December 06, 2021
It’s estimated that the average information worker spends 9.5 hours per week searching for information, and 42 percent of middle management accidentally uses wrong information once a week. Business glossaries are an effective solution for improving communication and productivity, ensuring a common understanding of business terms and increasing information and data trust. So, what do you need to do to create an efficient business glossary or improve the one you have? George Firican has created award-winning business glossaries and wants to provide you with the knowledge to do the same. In this session you will learn:
The real difference between business glossaries, data dictionaries, and catalogs
Building the business case for a business glossary
Best practices for creating unambiguous and consistent definitions
The must-have and nice-to-have attributes
Managing the life cycle of a term
How to build, improve, manage, and fund it
Productivity hacks and other useful tips
Tags: Agentic AI, AI Governance, Digital Transformation
Data Driven Organization 101: 3 Must-Have Artifacts
Data Management & Intelligence
May 13, 2020
Join us for an eye-opening session on the 3 of the most important tools any organization should be using if they want to be data driven. In this session you will learn what a business glossary, a data dictionary, and a data catalog are, the benefits they bring, and what the relationship between all 3 is.
Tags: Agentic AI, AI Governance, Digital Transformation
The Foundational Attributes of the Business Glossary
Dataedo
January 23, 2020
If you're looking into getting a Business Glossary started or improving the one you already have, you might be wondering what are the best practices for what you should capture about your business terms. Join this webinar to find out what attributes you need to capture in order to lay a strong foundation for your business glossary and increase the benefits brought by this tool and artifact.
Join the webinar hosted by George Firican, award winning Data Governance & Business Intelligence leader and public speaker, and Piotr Kononow, founder and CEO at Dataedo.
Who is this webinar for:
BI, Data warehousing and Analytics practitioners
Data & Business Analysts
Data Governance professionals
Tags: Agentic AI, AI Governance, Digital Transformation
The Business Glossary, Data Dictionary, Data Catalog trifecta
Dataedo
November 13, 2019
Here's an overview of 3 important tools any organization should be using. In this webinar you will learn what a business glossary, a data dictionary, and a data catalog are, the benefits they bring, and what the relationship between all 3 is.
Who is this webinar for:
BI, Data warehousing and Analytics practitioners
Data & Business Analysts
Data Governance professionals
Tags: Agentic AI, AI Governance, Digital Transformation
2 Webinars
How to tell a great story using data
Trek Magazine
July 08, 2020
Storytelling has earned its place as the most important tradition humans possess. How can we become great storytellers when those stories rely on data? What are those best practices on data visualization that we should follow and what are the pitfalls we should avoid?
Best Practices for Powerful Dashboards
LoD
March 28, 2018
In any domain in any organization, great dashboards are valuable not only because they can sum up important information and offer a single view of data, but also because they are simple to use and offer a quick, unambiguous way to draw meaningful conclusions from data.
Developing and designing such powerful dashboards does not come easily. Organizing data so it can be easily consumed and quickly understood by operational staff or decision makers requires a thorough understanding of the data and the business needs as well as skills, knowledge, and experience. The design, format, annotations, filters, arrangement, visualization type, and the underlying data all help make the difference between just another dashboard and a powerful dashboard.
Tags: Agentic AI, AI Governance, Digital Transformation
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A change in digital marketing strategies
Date : November 18, 2021
The digital marketing strategy will have to change as more options for digital privacy are brought into the hands of digital consumers.
So far, organizations have based a lot on data gathered by 3rd party tools to get a better understanding of their reach, digital marketing engagement, customer and potential customer demographics, ROI, and so on. All of this heavily influenced their digital marketing strategy and even the services and products they were marketing. Now, digital marketers need to re-examine everything tied to their digital marketing strategy as this data is and will become scarcer. How so?
Let's start by looking at the beloved cookie. Not the chocolate chip one, but the web browser tracking cookie. This third-party tracking cookie has been in use since the late '90s and provided companies with a way to track an individual's browsing history and not only on the site that you own. A privacy concern for some, though since GDPR rolled out, most users still tend to click "I accept" provide their consent for this tracking activity. But this is starting to change as big players such as Google and Apple are changing the game and offer more options for digital privacy to their end users.
For example, Google announced earlier in 2021 (https://blog.google/products/ads-commerce/a-more-privacy-first-web/) that they are planning to phase out third-party cookie on Chrome browsers by 2022. They won't be building "alternate identifiers to track individuals as they browse across the web, nor will we use them in our products." This might not seem like such a big news because browsers such as Firefox and Safari have blocked third-party cookies since 2013, but they also only had a small browser market share worldwide. So the big impact will be made by this phase out by Chrome which has 64,7% of the browser market share worldwide, as of October 2021 (https://gs.statcounter.com/browser-market-share). So it's a big deal.
What then? According to GetApp (https://www.getapp.co.uk/blog/2175/collecting-customer-data-post-cookie-world):
- 5% will be investing in CRM software to collect customer data
- 17% are planning on investing in analytics
- 23% of the marketing experts surveyed are planning on investing in email marketing software
Though current insights gathered from email marketing analytics are being threatened as well. For example, with the release of iOs15, Apple introduced the Mail Privacy Protection. This prevents senders from learning whether an email has been opened and hides IP addresses so senders can’t learn a user’s location or remember their browsing activities. This is another big deal. The open rate of a newsletter is still one of the KPIs tracked by digital marketers.
What does this mean? To me, this is a great push for further innovation in digital advertising. Although these changes feel like it's shaking digital marketing strategies to the core, I think it also open doors in the digital marketing space for innovative mindset to thrive. This could result in new services and tools to be able to track this data, while offering more transparency and incentives to the consumer, emphasize more on other forms of marketing, and even take more control over that data in-house.
On-Site Interviews and Social Coverage for Data and AI Brands
Location: Las Vegas, NV, USA | virtual Fees: 6000
Service Type: Service Offered
Exhibiting or hosting a session at AWS re:Invent and want data and AI professionals to actually notice?
I’ll be on the ground in Las Vegas covering re:Invent 2026 for a community of 1M+ data and business professionals across LinkedIn, YouTube, Instagram and the Lights On Data Show podcast. Data and AI professionals don’t trust ads. They trust peers.
What your brand gets:
- Pre-event promo post driving people to your booth, session or event
- On-site interview (5-7 min) with your executive, product lead or customer, filmed at your booth and shared on LinkedIn and YouTube
- Event coverage post or video short featuring your team and announcements
- Optional add-ons: “Top 3 Insights” daily wrap-up clips and a swag unboxing video
Why it works:
- 100+ data and AI brands have partnered with LightsOnData, including Amazon, IBM, Salesforce, Collibra and Informatica
- Conversations grounded in Data and AI Governance, Agentic AI Governance, data quality and metadata, so your message reaches the people who buy, build and implement data and AI solutions
- 100% organic reach: 76K+ LinkedIn followers, 910K+ YouTube subscribers, 25K+ newsletter subscribers, 3M+ podcast plays
I'm available for delivering presentations on AI governance, data governance, data stewardship, data management, metadata management, semantic governance, data quality, AI
How to Establish a Successful Data Governance Program with Limited Resources
Location: Washington, D.C Date : December 07, 2020 - December 11, 2020 Organizer: Dataversity
Many organizations agree that data governance is needed, but it can be a daunting program to undertake all at once. What steps do you need to take to ensure adoption and a sustainable program? What should your initial focus be? What foundational blocks should you put in place to build a data governa...
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