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# AI For Data Teams

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![AI for data needs a context layer. See how OpenAI and Anthropic do it.](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![AI for data needs a context layer. See how OpenAI and Anthropic do it.](/_next/image?url=https%3A%2F%2Fcloudmate-test.s3.us-east-1.amazonaws.com%2Fres%2Fhashnode%2Fimage%2Fupload%2Fv1781056382090%2Fad1c39ab-da12-4752-8f3b-23f355c2b000.png&w=3840&q=75)

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## AI for data needs a context layer. See how OpenAI and Anthropic do it.

Anthropic just published a piece on how they enable self-service data analytics with Claude inside their own company. It is worth reading in full, and it maps exactly to what we have been saying. The ...

](/blog/ai-for-data-needs-a-context-layer-see-how-openai-and-anthropic-do-it)

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![Your Data Team's Claude Code Moment with Collate 2.0 AI Native Experience](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Your Data Team's Claude Code Moment with Collate 2.0 AI Native Experience](/_next/image?url=https%3A%2F%2Fcdn.hashnode.com%2Fres%2Fhashnode%2Fimage%2Fupload%2Fv1780604884183%2F7fe4b0cd-39ef-431d-a4ae-1fc34e33d4d8.png&w=3840&q=75)

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## Your Data Team's Claude Code Moment with Collate 2.0 AI Native Experience

AI for code worked because code already lived inside a designed context system. Files had structure, dependencies were explicit, version history was captured. The software developer was the first pers...

](/blog/your-data-teams-claude-code-moment-with-collate-2-0-ai-native-experience)