--- title: "Re:Govern Watch Center" url: "https://atlan.com/regovern-watch-center/" description: "Your home to access learnings from the world's most AI-forward data teams. Watch session recordings, catch highlights, or download resources - and filter to personalize your experience." keywords: "atlan, regovern 2025, regovern recordings, regovern watch center, regovern resources, regovern highlights" --- > Atlan is hosting Context Conference, bringing together the leaders and builders at the frontier of giving AI the context it needs to understand their business. It runs online on October 28, 2026, from 11:00 AM to 2:00 PM ET. Atlan co-founder Prukalpa Sankar opens and closes the day. Leaders from AstraZeneca, BNY and Verizon share why they invest in context and what they get from it. Registrants get early access to The AI Context Gap, a new study from MIT Technology Review Insights. Register: https://atlan.com/context-conference/ **Re:Govern Watch Center.** Your home to access learnings from the world's most AI-forward data teams. Watch session recordings, catch highlights, or download resources from Re:Govern 2025: The Data & AI Context Summit (virtual, Nov 5, 2025; [https://atlan.com/regovern/](https://atlan.com/regovern/)). Lists below are as shown on the page; durations in brackets. ## Featured - [Opening Keynote: Context is King](https://atlan.com/regovern-watch-center/opening-keynote/) (1:37:45) - Prukalpa Sankar reveals why history keeps repeating from Big Data to BI to AI, featuring insights from Workday, Mastercard, CME Group, DigiKey, Marriott, and VMO2 on closing the AI context gap. - [Workday: Context as Culture](https://atlan.com/regovern-watch-center/workday-context-as-culture/) (15:05) - Joe DosSantos, VP at Workday, explains how Workday is building an active semantic layer that teaches AI the language of business. - [Mastercard: Context by Design](https://atlan.com/regovern-watch-center/mastercard-context-by-design/) (12:14) - Andrew Reiskind, CDO of Mastercard, explains why agentic commerce demands machine-readable context and how to get there. - [CME Group: Context at Speed](https://atlan.com/regovern-watch-center/cme-group-context-at-speed/) (10:20) - Kiran Panja, Managing Director at CME Group, reveals how the world's largest derivatives exchange eliminated the "context bottleneck". - [DigiKey: Context Readiness](https://atlan.com/regovern-watch-center/digikey-context-readiness/) (12:00) - Sridher Arumugham, CDAO of DigiKey, shows why context readiness comes before AI readiness and how to get there. - [Virgin Media O2: Context for All](https://atlan.com/regovern-watch-center/virgin-media-o2-context-for-all/) (13:36) - Mauro Flores, EVP at Virgin Media O2, explains how they're getting 16,000 frontline employees to actually use data, not just find it. ## Browse all sessions Filters on the page: Type (Highlights, Session Recordings); Tracks (AI Readiness, Change Management, Context Engineering, Conversational Analytics, Data & AI Democratization, Data Products & Marketplace, Modern Data & AI Governance, ROI & Business Value of Governance, Semantic Layer); Industry (Financial Services, Healthcare, Insurance, Manufacturing, Retail & Consumer Goods, Technology, Telecom, Travel & Hospitality). - [Contracts, Context, and Cars: General Motors' Governance Blueprint for the Agentic AI Era](https://atlan.com/regovern-watch-center/contracts-context-and-cars-general-motors/) (29:17) - Sherri Adame, Enterprise Data Governance Leader at GM, on reengineering governance for AI. - [How Mastercard is Building AI-Ready Data Products](https://atlan.com/regovern-watch-center/mastercard-ai-ready-data-products/) (22:37) - Vivek Radhakrishnan and Fabien Thiaucourt on why engineering and enablement should co-own the governance program. - [Top-Down or Bottom-Up: The World's Largest Exchanges Show Two Paths to AI](https://atlan.com/regovern-watch-center/top-down-or-bottom-up-cme-dbg/) (27:44) - CME Group and Deutsche Boerse on two governance approaches that converge on delivering context for AI readiness. - [The Hidden Strategies Behind AI-Ready Tech Pioneers](https://atlan.com/regovern-watch-center/hidden-strategies-behind-ai-ready-tech-pioneers/) (34:50) - GitLab, Elastic, Dropbox, Vimeo, and Loopback Analytics on how AI is reshaping roles, workflows, and team cultures. - [ROI Before AI: How Leaders Make the Business Bet on Foundations](https://atlan.com/regovern-watch-center/roi-before-ai/) (31:59) - EasyJet, Nasdaq, and Invitation Homes on turning data foundations into strategic investments boards understand. - [The Evolution of Trust: Building the Foundations for Future-Readiness](https://atlan.com/regovern-watch-center/evolution-of-trust/) (32:37) - New York Life, Mercury Insurance, and Group 1001 on AI readiness in regulated industries. - [AI-Ready Tech Pioneers Share their Single Most Effective AI Readiness Strategies](https://atlan.com/regovern-watch-center/ai-readiness-strategies-pioneers/) (05:40) - open specifications, tool consolidation, combining structured, unstructured, and contextual data. - [General Motors Proactive Governance Approach](https://atlan.com/regovern-watch-center/gm-proactive-governance/) (04:22) - Sherri Adame on governance that scales globally. - [GitLab's Learnings from its First Experiment with Conversational AI](https://atlan.com/regovern-watch-center/gitlab-conversational-ai-learnings/) (01:48) - Amie Bright, VP of Enterprise Data & Insights, on high-quality answers when you can't control the prompts. - [GitLab's Strategies for Building Reliable Conversational Analytics](https://atlan.com/regovern-watch-center/gitlab-conversational-analytics-strategies/) (01:05) - Account IQ and Customer 360 from structured data, vectorized unstructured data, and a context layer. - [How CME Group Evaluated Vendors for its Context Layer](https://atlan.com/regovern-watch-center/cme-group-evaluation/) (03:13) - Kiran Panja on why Atlan won their competitive evaluation against Informatica, Collibra, Alation, and Google DataPlex. - [How CME Turned Vendor Selection into a Data Strategy](https://atlan.com/regovern-watch-center/cme-vendor-selection-data-strategy/) (03:43) - Zenul Pomal on why Dataplex worked as a technical catalog but couldn't scale enterprise-wide governance. - [How Data Roles are Evolving: From Modelers to Context Engineers](https://atlan.com/regovern-watch-center/data-modelers-to-context-engineers/) (00:58) - Sridher Arumugham, CDAO of DigiKey, on modelers becoming context engineers, knowledge graph builders, and ontology specialists. - [How DigiKey uses Atlan as a Context Operating System](https://atlan.com/regovern-watch-center/digikey-atlan-context-operating-system/) (01:27) - Sridher Arumugham. - [How EasyJet Scaled Governance with an MVP Approach](https://atlan.com/regovern-watch-center/easyjet-mvp-approach/) (05:19) - Shivprasad Nayak on starting with simpler domains and fewer metrics. - [How General Motors Gamified Metadata Enrichment](https://atlan.com/regovern-watch-center/gm-metadata-enrichment-gamification/) (02:19) - Sherri Adame on completeness scores that turned governance into a competition. - [How GitLab is Moving From BI to AI with AI-ready Data Products](https://atlan.com/regovern-watch-center/how-gitlab-is-moving-from-bi-to-ai/) (02:38) - Amie Bright on why conversational AI makes metadata and context non-negotiable. - [How Invitation Homes De-Risks the Business by Certifying 350 KPIs](https://atlan.com/regovern-watch-center/invitation-homes-data-product-success/) (04:14) - Chris Durham on inconsistencies executives didn't know existed. - [How Invitation Homes Measures Data Product Success](https://atlan.com/regovern-watch-center/data-product-success/) (03:29) - Chris Durham on measuring data product managers on adoption and convergence with burn-down scorecards. - [How Mastercard Designs Context at Scale](https://atlan.com/regovern-watch-center/how-mastercard-designs-context/) (01:37) - Andrew Reiskind on turning 17 years of tribal knowledge about cryptic transaction codes into embedded context. - [How Mercury Insurance is creating PII-free workspaces for AI use cases](https://atlan.com/regovern-watch-center/pii-free-workspaces/) (01:22) - Ashish Bisht on a 12-month goal to classify sensitive data with AI. - [How Nasdaq Measures Governance ROI: Time to Insight, Time to Resolution, and Adoption](https://atlan.com/regovern-watch-center/nasdaq-governance-metrics/) (04:46) - Michael Weiss: 80% of users spent 5+ hours per week finding data; resolution times dropped from 8-10 hours to 2-3 hours. - [How New York Life Points Governance to Business Value](https://atlan.com/regovern-watch-center/new-york-life-business-value/) (01:30) - Rahul Bakhshi on why 180 years of data means governance can't stay back-office. - [How Protocols and Tools are Evolving for Agentic Governance](https://atlan.com/regovern-watch-center/protocols-agentic-governance/) (01:56) - Andrew Reiskind, CDO of Mastercard. - [How Regulated Business are Moving Governance Beyond Compliance](https://atlan.com/regovern-watch-center/regulated-industries-beyond-compliance/) (05:59) - Group 1001, Mercury Insurance, and New York Life. - [How VMO2 and Atlan are Partnering on AI-powered Data Discovery](https://atlan.com/regovern-watch-center/vmo2-ai-powered-discovery/) (01:37) - Mauro Flores on self-service analytics for 16,000 employees. - [How VMO2 Built a Data Product Flywheel for 16,000 Employees](https://atlan.com/regovern-watch-center/vmo2-data-product-flywheel/) (03:15) - Mauro Flores on trusted products people engage with repeatedly. - [How Workday Connects Context Across Business Tools](https://atlan.com/regovern-watch-center/how-workday-connects-context/) (01:15) - every AI tool ships its own semantic layer; businesses need them to work together. - [How Workday Embraced a Data Product Mindset](https://atlan.com/regovern-watch-center/workday-data-product-mindset/) (01:07) - governance as an invisible strength within data products. - [Inside Deutsche Boerse's Model for Federated Governance](https://atlan.com/regovern-watch-center/deutsche-borse-federated-governance/) (03:12) - Mira Boteva and Shraddah Sharma on local autonomy with group-wide consistency. - [Inside General Motors Metadata Lakehouse](https://atlan.com/regovern-watch-center/gm-metadata-lakehouse/) (02:04) - Sherri Adame on conversational discovery, enterprise search, and automated data product development. - [Mastercard's Blueprint for Modern Data Governance](https://atlan.com/regovern-watch-center/mastercard-data-governance-blueprint/) (03:43) - why they didn't start modernization with tools. - [Mastercard's Federated Architecture for Agentic Commerce](https://atlan.com/regovern-watch-center/mastercard-federated-architecture/) (02:20) - Andrew Reiskind on consistent context rules across every platform. - [Mastercard's Implementation Approach](https://atlan.com/regovern-watch-center/mastercard-implementation-approach/) (4:00) - Vivek Radhakrishnan and Fabien Thiaucourt on their rollout strategy. - Mastercard's Team Model Behind Modernization (02:54) - aligned teams across platform, stewardship, enablement, and engineering (the card links to the Blueprint session URL above). - [Nasdaq's "Anchor Client" Rollout Strategy](https://atlan.com/regovern-watch-center/nasdaq-anchor-client/) (03:04) - Michael Weiss on embedding experts with one business unit instead of big-bang rollouts. - [Nasdaq's Core Governance Reporting Metrics](https://atlan.com/regovern-watch-center/nasdaq-reporting-metrics/) (04:54) - time to discover assets, quality and resolution time, asset utilization. - [Starting with foundations: New York Life's Atlan implementation](https://atlan.com/regovern-watch-center/starting-with-foundations-new-york-life/) (01:06) - link governance outcomes to business outcomes. - [Vimeo's Approach to Data Governance in the Era of Conversational Analytics](https://atlan.com/regovern-watch-center/vimeo-approach-to-data-governance/) (02:07) - AJ Pryor on metadata infrastructure any conversational analytics tool can plug into. - [What Forced Mastercard to Modernize Its Context Stack](https://atlan.com/regovern-watch-center/mastercard-context-stack-modernization/) (03:00) - exploding data volumes made fragmented governance unsustainable. - [Why VMO2 Invested in Business Layers and Context Before Conversational AI](https://atlan.com/regovern-watch-center/vmo2-business-context-layers/) (01:34) - Mauro Flores. - [Why Workday is Building a Semantic Layer](https://atlan.com/regovern-watch-center/workday-building-semantic-layer/) (04:03) - machines can't interpret business logic the way people can. - [Workday's Learnings From its First Talk to Data experiment](https://atlan.com/regovern-watch-center/workday-talk-to-data-learnings/) (01:27) - a finance agent on recurring revenue data failed on basic questions. - [Workday's Semantic Layer Strategy](https://atlan.com/regovern-watch-center/workday-semantic-layer-strategy/) (01:46) - 900 Tableau dashboards could become 900 agents, but not with a custom semantic layer for each. ## Resources - [How to Build an AI-Ready Semantic Layer](https://atlan.com/know/regovern-building-semantic-layer-guide/) - how to build a semantic layer with machine-readable context, universal definitions, and human feedback loops. - [Modern Data & AI Governance Blueprint](https://atlan.com/blueprint) - the largest governance research initiative of its kind, with 32 practical tools. - [The Rise of the Enterprise Context Layer](https://atlan.com/know/ai-readiness/context-layer-101/) - context windows, context tokens, Model Context Protocol, explained. - [Context Engineering 101: How to Build a Deep Context Layer for AI Analysts](https://atlan.com/know/context-engineering-for-ai-analyst/) - from dissecting intent to engineering continuous context loops. [Book a Demo](https://atlan.com/forms/talk-to-sales-contact/) / [See Product Tour](https://atlan.com/context-layer-demo/)