--- title: "Atlan in Action: Live Context Layer Demos | Atlan" url: "https://atlan.com/live-demo-series/" description: "Watch Atlan engineers bootstrap, test, and deploy enterprise context live - from cold start to production-ready AI agents. Join a session or browse the on-demand library." keywords: "atlan live demo, atlan in action, live demo series, context layer demo, data catalog demo, live product demo" --- > 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/ **See the context layer, built live.** Atlan in Action is Atlan's live demo series: watch Atlan engineers bootstrap, test, and deploy enterprise context on real data, from cold start to production-ready agents. Register for the upcoming live session or watch past sessions on demand (registration and watch forms live on the page). Trusted by 500+ data-forward enterprises. Logos shown: Mastercard, HubSpot, Zoom, Dropbox, Autodesk, Nasdaq, Fox, GitLab, Unilever, Workday, Elastic, NHS, Affirm, General Motors, easyJet, Medtronic, New York Life, Grainger. ## Upcoming sessions As listed on the page. **Atlan + AWS: Building Context-Aware Enterprise AI Agents - Oct 14, 2026, 11 AM ET / 45 min / live Q&A.** Amazon Quick gives every business team agentic teammates that research your data, answer your questions, and automate your workflows. Atlan grounds every answer in certified definitions, lineage, and ownership from across your estate. Speakers: Chandru Sugunan, Director, Product, Atlan; Razi Shafiq, Strategic Partner Sales Engineer, Atlan; Shekhar Kopuri, Head of Product, Structured Data & AI Analytics, Amazon Quick. [Event details and registration](https://atlan.com/live-demo-series-atlan-amazon-quick-2026/) ## On-demand library Past sessions, each 45 min, on demand (watching requires a short form on the page). ### Context layer demos - **The Enterprise Context Layer Architecture in Action.** The teams winning with AI are not the ones with the best models; they are the ones building context that compounds. Atlan mines knowledge from your existing stack, builds and certifies a context layer through a development lifecycle, and deploys it to any agent platform. [Recording](https://atlan.com/live-demo-series-enterprise-context-layer-architecture-recording/) - **Full Platform Demo: Building Context for Your AI Agents.** Most teams have data; what they're missing is the layer that makes AI trustworthy. From enriching raw data assets to engineering a semantic model, running evals, and watching an AI analyst answer business questions correctly. [Recording](https://atlan.com/live-demo-full-platform-demo-recording/) - **Building Production Ready AI Analyst.** Atlan and Snowflake show how to bootstrap enterprise context from your existing data estate, standardize it with Open Semantic Interchange, and ship AI analysts that understand your business. ### Built with partners - **The Architecture Behind Trustworthy Enterprise AI Agents (with Tredence).** Tredence has built AI agents inside some of the world's largest enterprises. Tredence and Atlan map the reference architecture that makes those agents trustworthy, then show the same agent answering the same question once with thin context and once with a governed context layer. [Recording](https://atlan.com/live-demo-series-atlan-tredence-ai-agent-architecture-recording/) - **Atlan + Snowflake: Building AI Agents That Know Your Business.** How Atlan and Snowflake give AI agents the business context they need to answer accurately: curate trusted context in Atlan, activate it natively in Snowflake, and watch agents get sharper. [Recording](https://atlan.com/live-demo-series-atlan-snowflake-cortex-sense-recording/) - **Atlan + Immuta: Context-Aware Security for the Agentic Era.** Atlan creates the governed policy context; Immuta enforces the right access at the source. The complete governed access flow live, from discovery in Atlan to dynamic provisioning by Immuta, and the same pattern extended to AI agents. - **The AI Context Layer for Your GCP Stack.** How Dataplex and Atlan work together to make your data AI-ready. - **Atlan + Microsoft: Unifying Data and AI Governance for the Modern Enterprise.** From siloed data to trusted insights: how Atlan and Microsoft Fabric serve every user. - **Atlan + AWS: The 2026 Playbook for AI-Ready Data.** How Atlan unifies fragmented AWS services with lineage, enables self-service for business users and AI agents, and keeps governance consistent across Glue, S3, Athena, Redshift, and SageMaker Unified Studio. ### Product deep dives - **Data Products and Federated Governance.** Publishing data products is one thing; making them discoverable, trusted, and governed at scale is another. Covers the full lifecycle. - **Automated Lineage for Trust and Visibility.** How Atlan's automated, column-level lineage stitches data, pipelines, BI, and AI together so teams resolve issues faster, assess impact, and operate with shared context. - **Enhancing Collaboration with Business Glossaries.** How Atlan's Business Glossary connects business definitions to technical assets so everyone speaks the same language. ## See the context layer built live, on your data Every demo looks better on real data. [Book a Demo](https://atlan.com/forms/talk-to-sales-contact/)