Atlan

The context layer making AI 5x more accurate

[Rajan Anandan @RajanAnandan]

The Enterprise Context Layer: what it is, what it is not and why it is critical for every enterprise. Post from @prukalpa is a must-read! @AtlanHQ

[Atlan @AtlanHQ]

We're bringing the context layer to #SnowflakeSummit! ❄️

Four sessions. One spicy debate. Workday on stage sharing what they've built in production. And @prukalpa ⚡ demystifying the enterprise context layer live.

What we're tackling this week:

→ WTF is the enterprise context layer, actually? Prukalpa breaks it down and demos it. June 1, 4:00 PM PT.

→ Context layer vs. semantic layer vs. ontology vs. knowledge graph. Three industry leaders, one stage, no agreed-upon answer. Prukalpa Sankar, Jessica Talisman, and Cindi Howson hash it out. June 2, 1:00 PM PT.

→ Workday's VP of Enterprise Data & Analytics shares how they're putting the context layer into production. Not theory. Proof. June 2, 3:00 PM PT.

→ Workday's Director of Enterprise AI Solutions goes deeper on building trustworthy AI agents with context. June 3, 12:30 PM PT.

Search "Atlan" in the app and add these to your agenda. And of course, come see the Context Layer LIVE at Booth #1612 all week. 🙌

[Prukalpa ✨ @prukalpa]

https://t.co/4wNqmBSg4h

[Divyanshu Rajput @DivyanshuRaj81]

Great session @prukalpa @AtlanHQ
The best part to remember - speed up to speed up
And the funniest part—accept, accept, accept

Having an interview at Atlan, let's see if i will be going to work with such a great team or not...

[Prukalpa ✨ @prukalpa]

https://t.co/CeJOVOAOfs

[AIBoomi (formerly SaaSBoomi) @AIBoomi]

Most rooms in the Bay are built around speakers.
Ours is built around builders.

For AIBoomi Bootcamp ’26 | Bay Area, we’re bringing together:

⭐ @aparnadhinak | @arizeai
⭐ @HasijaKanav | @MeltPlanAI
⭐ @DevReveler | @devrev
⭐ @nhlhomer | @OpenAI
⭐ @prashantmital | @OpenAI
⭐ @prukalpa | @AtlanHQ
⭐ @rajoshighosh | @PromptQL
⭐ @srikrishnang | @RocketlaneHQ
⭐ @srinivasnjay | @interfaceAI
⭐ @swapnil | @observeAI
⭐ @amnigos | @atomicworkhq

And many more.

Founders. Operators. People who’ve actually built.
Fused with real conversations and breakdowns.

Including one full day inside OpenAI.

📍 May 18–20 · San Francisco

If this is your kind of room, you should be in it >> https://t.co/VK0MS8kEen

#MayInTheBay #AI #AIBoomi

[Bigeye @Bigeyedata]

We are proud to be a part of the AI Context Ecosystem: 40+ partners, one shared understanding of your business.

Bigeye + Atlan turn lineage into a live trust signal at inference time.

Learn how to build yours. Join Activate on April 29th → https://t.co/w9VHHKY4wj

[Atlan @AtlanHQ]

17x growth in customer adoption of Atlan's MCP since September 2025 and 58x growth in MCP calls. 🔥

[Atlan @AtlanHQ]

We're LIVE at Atlan Activate! @prukalpa kicking things off.

Context is King. 👑

https://t.co/38cw6aTiYU

[Atlan @AtlanHQ]

Elastic's approach to context engineering: start in the data layer, define what good context looks like, enforce it before production. Then build semantic models on a real foundation — not brittle prompts that break and silo knowledge.

Thanks for joining us Jessie Buelteman!

[Atlan @AtlanHQ]

2025 - everyone talked about the context layer for AI.
Tomorrow - we're showing it live.

Come see Atlan's biggest product launch of the year:

🔹Context Engineering Studio: AI bootstraps 90%, your team adds the 10% only humans carry.
🔹Context Agents: nine autonomous teammates that keep documentation alive.
🔹Context Lakehouse: open, portable, built for any tool in your stack.

https://t.co/Iqgp67ajFC

[Erwin C | Fractional CIO/CTO • PE Ops @erchoo]

Context will become a core thing for enterprises. This may be a good event to attend to understand where we are now on this, and potentially hos to use it for our companies.

[Huwise @huwise_global]

Discover how data product marketplaces provide usage intelligence to the context layer to drive AI success in the new blog https://t.co/b9eAxBzG4n #data #datamarketplace #AI @AtlanHQ

[Mixpanel @mixpanel]

AI analysts fail in production without behavioral context.

We’re proud to join @AtlanHQ as a Context Layer Partner to fix this 🤝

https://t.co/bZV7dXTlAa

[ThoughtSpot @thoughtspot]

Enterprise AI projects stall when a model reasons fluently on top of data it doesn't understand.

Without a semantic layer, your AI agent pulls 'active_users_v2' but strips the business logic that gives that metric meaning. As a Context Layer Partner for @AtlanHQ, we fix this by feeding Spotter—our AI analyst—the relationships it needs to act correctly.

Go from "plausible" answers to verified insights. Get the full story here: https://t.co/XKEV8BcmPT

[Prukalpa ✨ @prukalpa]

There is one product that’s hard at work at solving this @ycombinator! Come to @AtlanHQ Activate this week, and yes — the integration work is painful, + there are other challenges: context pollution, context rot, context collaboration. @sdianahu

https://t.co/9eZtf3GPvc

[Atlan @AtlanHQ]

Stored-extract memory for AI agents goes stale the moment your schema changes.

Active metadata propagates live context at inference time instead.

The result: 3x text-to-SQL accuracy vs bare-schema agents. https://t.co/iEl411MJs1