Tags

# Ai Agents

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![Most Context Layers Only Go Halfway: What AI Actually Needs](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Most Context Layers Only Go Halfway: What AI Actually Needs](https://cdn.hashnode.com/uploads/covers/68f7e5e9cd62a42c206feaa6/4cb63ea5-2f15-416d-af6b-722a6b67b68b.png)

## Most Context Layers Only Go Halfway: What AI Actually Needs

There's a hidden assumption embedded in almost every data catalog, governance framework, and metadata platform built over the last decade: that a human being would always be nearby to handle ambiguity...

](/blog/most-context-layers-only-go-halfway-what-ai-actually-needs)

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![Collate Gives Teams an AI Data Analyst That Actually Understands Their Data](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Collate Gives Teams an AI Data Analyst That Actually Understands Their Data](https://www.getcollate.io/images/blog/collate-gives-teams-an-ai-data-analyst-that-actually-understands-their-data/cover.png)

## Collate Gives Teams an AI Data Analyst That Actually Understands Their Data

Menlo Park, Calif. — April 30, 2026 — Collate Inc., the semantic intelligence company, today announced Collate AI Analytics, a new capability that enables data analysts to talk with their data to disc...

](/blog/collate-gives-teams-an-ai-data-analyst-that-actually-understands-their-data)

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![Collate Launches Semantic Intelligence Graph To Help AI Understand Enterprise Data](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Collate Launches Semantic Intelligence Graph To Help AI Understand Enterprise Data](https://cloudmate-test.s3.us-east-1.amazonaws.com/uploads/covers/68f7e5e9cd62a42c206feaa6/c772392a-f04b-4e0e-8df9-06be8170e128.png)

## Collate Launches Semantic Intelligence Graph To Help AI Understand Enterprise Data

Menlo Park, Calif. — February 24, 2026 — Collate, Inc., the semantic intelligence company, today launched powerful capabilities that give AI agents and other AI workflows a deep semantic understanding...

](/blog/collate-launches-semantic-intelligence-graph-to-help-ai-understand-enterprise-data)

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![Announcing Collate 1.7](data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7)

![Announcing Collate 1.7](https://cdn.hashnode.com/res/hashnode/image/upload/v1745506773549/8f6fc7b9-8aa4-4e5e-bee4-84aefec50638.png)

## Announcing Collate 1.7

We are excited to announce Collate Release 1.7, a transformative update for our managed OpenMetadata services. This new release uses AI and intelligent automation to tackle the challenges of tedious data management head-on. At the heart of this relea......

](/blog/announcing-collate-17)