Lights On Data Show

George Firican hosts Ho Bae, co-founder and CEO of CUBIG, to explain why having data and capable AI still doesn’t translate into useful business outcomes. They argue that “AI-ready” must mean ready for a specific task, because the same dataset can work for one job and fail for another if examples, relationships, definitions, rules, or permissions are missing or disconnected. Ho Bae describes Syntitan, CUBIG's AI-Ready Data Platform, that sits between existing data foundations and AI usage, linking data preparation to task-specific checks. Examples include service case follow-up decisions, churn prediction, customer research, and a food supply quoting project.

Syntitan addresses coverage gaps with DTS synthetic reconstruction and handles sensitive references with LLM Capsule's context-preserving substitution, with the original values restored after the AI run. Syntitan prepares enterprise data for AI, checks whether it actually helps the task, and keeps that preparation reusable for the next one.

• Learn more about Syntitan: https://cubig.ai/syntitan/?utm_source=youtube&utm_medium=social&utm_campaign=george-show-syntitan&utm_content=episode_description_syntitan
• Get in touch with CUBIG: https://41p5u7.share-na2.hsforms.com/2O-BUeHRuSEetyspUwvLT4A?utm_source=youtube&utm_medium=social&utm_campaign=george-show-syntitan&utm_content=episode_description_survey

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 expand the attack surface and speed of compromise. Using examples like the Change Healthcare incident and an incident-response case where attackers stole session tokens, escalated privileges, created privileged accounts, and disabled defenses, they emphasize business impact, downtime, and loss of trust. Chris Bevil argues teams must break silos, define minimum viable operations, and technically test recovery in small chunks. He outlines Commvault’s pillars: assess attack paths and exposures, detect with continuous visibility, recover precisely (down to objects like users/groups), and keep tools/procedures accessible, stressing evidence-based readiness over tabletop-only plans.

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'd need to supervise them.

In this episode, George Firican talks with Fern about why organizations stall on AI, what's actually different about agentic AI, automation bias, the erosion of original thought, and why trust deserves equal billing with data and technology in any AI strategy.

• AI Foundations Group: https://www.aifoundationsgroup.com/
• Data Makes The World Go Round: https://datamakesworld.com/

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 creators and consumers, ethical AI interactions, and practical steps for successful data governance implementation.

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 perspective on blockchain's ability to enhance speed, transparency, and cost-efficiency in financial transactions, and the inherent challenges for legacy financial institutions. He also delves into the role of innovative startups in driving this transformation and provides an overview of his investment strategies at Fifth Era Partners.

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 CRM accuracy, reduce costs from return mail, and enhance trust and analytics. Scott also shares insights on the common misconceptions about address verification and the importance of a people-first data strategy. Tune in to learn how investing in NCOA can yield high dividends for your organization.

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 face of AI advancements. Josie shares personal experiences from her career, including her transition from Apple to Tile, and offers insights into leveraging AI in leadership roles. The conversation emphasizes the importance of identifying personal strengths and building networks to thrive in today's tech landscape.

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 for data analytics professionals thinking about their next move.

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 being redefined for a world shaped by machine learning, generative models, and data products. Drawing on APGAR’s experience helping organizations define, build, and run their enterprise data programs, Bruno and Ken will share how AI is transforming the purpose and practice of master data management and data governance.Tune in to hear how leading organizations are using AI to strengthen their MDM and Data Governance foundations. And why these disciplines could be even more important than before.Checkout this free ebook for more answers:https://info.apgar-group.com/how-is-ai-reinventing-mdm-ebook

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 within your control, to reducing cloud and lakehouse costs by up to 40% using Zetaris’ Query Director.You’ll also learn how the Zetaris Distributed Intelligence Platform enables:- Federated, real-time access to data across clouds and on-prem systems- Query-time governance and cost optimization- A unified semantic layer that protects data and supports AI development- Open-source flexibility and data sovereignty in practiceWhether you’re a data leader, architect, or governance professional, this conversation sheds light on the next evolution of data platforms. Plus where AI, cost control, and sovereignty converge.

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 aid packages. Discover the importance of human oversight in using AI models to make recruitment and retention in higher education more efficient and effective.

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 'service trap' and make a measurable business impact. Get ready to dive into strategies for driving operational clarity, problem-solving, optimizing time to decision, and measuring team value effectively. Don't miss this insightful discussion on transforming how data teams add value to an organization.

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 observability and interoperability, and seamlessly integrating with the broader Salesforce ecosystem. Discover real-world success stories, best practices for implementation, and essential insights for tech and business leaders looking to leverage AI effectively.

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 cohesive data strategy, and how Target Board simplifies KPI tracking and improves operational efficiency. Drawing from his experiences at Vroom, Placer.ai, and MySupermarket, Lior elaborates on how automation and AI can drastically reduce data friction and enhance decision-making processes for managers across various industries.

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 of digital resilience, security, and observability. Kamal shares insights from Splunk's latest report, 'The New Rules of Data Management' (https://splk.it/3RLx67g), which surveys over 1,400 IT, engineering, and cybersecurity professionals across 16 industries.

Key topics include the importance of data federation, tiering, and having a clear data strategy for business success. Tune in to learn how leading organizations are overcoming data challenges to achieve better business outcomes.

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 increasing complexity and demand for intelligent, contextual, and scalable data observability solutions.

Salma provides insights into the innovative work at Sifflet, introducing AI agents Sentinel, Sage, and Forge, which aim to enhance data reliability and efficiency for enterprises. They discuss the challenges faced by data engineers and how these AI agents are designed to assist in managing data integrity proactively.

This episode is a must-watch for anyone interested in data strategy, AI, and the future of data observability.

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. Kulp also shares his insights on applying mathematical analysis to social systems, the challenges and benefits of AI in complex systems like economics, and his experience in interdisciplinary collaboration.

Additionally, viewers will learn about Dr. Kulp’s novel 'Lost Origins,' which integrates scientific concepts within a compelling narrative, highlighting the power of creative storytelling to make advanced scientific topics accessible to a broader audience.

The episode concludes with advice for aspiring researchers looking to bridge science and machine learning in their careers.

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 data and model risks, and integrating AI securely within regulated industries like healthcare and power generation. Learn about the importance of executive buy-in, data governance, and compliance strategies to ensure successful AI adoption. Don't miss this informative discussion packed with practical recommendations for navigating the complexities of AI implementation.

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)' and shares insights on why traditional DevOps practices are failing modern businesses. They explore the evolving landscape of infrastructure management, the necessity of infrastructure as code, and how Massdriver aims to simplify and enhance these processes. This episode is a must-watch for anyone involved in cloud operations and looking to understand the future of DevOps and platform engineering.

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 energy. Caitlyn discusses the importance of data lineage for operational efficiency and regulatory compliance, offering best practices and the 5 steps for organizations to successfully implement data lineage. Tune in to discover how to best track data lineage, navigate legacy systems, and leverage tools to overcome challenges and achieve success.