Data and AI releases

548 this month · 176 companies

Web Experiment: Mutex groups, Holdout groups, and Experiment dependencies [Beta]

BetaNot yet verified

Description: As your experimentation program scales, controlling how experiments interact becomes critical. Web Experiment now supports mutual exclusion groups, holdout groups, and flag dependencies so you can run a more rigorous, isolated testing program. Mutual exclusion groups prevent users from seeing multiple experiments at once.

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Also shipped Jun 5, 2026Amplitude in June 2026 →

What's new in Sigma

AI Create AI columns (Beta) You can now create AI columns to enrich your data using natural language prompts. AI columns allow you to construct dynamic prompts that reference specific table columns, and can be helpful for tasks like enriching, summarizing, and classifying data. See Create AI columns (Beta) for more information.

Beta
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Sandboxes, Infrastructure as Code

This week, Sandboxes are available in Priority Boarding from the dashboard and CLI, and Infrastructure as Code is available experimentally in CLI 5.2.0. Both features use the [Railway TypeScript SDK](https://github.com/railwayapp/railway-ts-sdk) (yes, we released a TypeScript SDK too).

GA
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Per-Condition Retry Configuration

The new X-Fal-Retry-Config request header replaces all-or-nothing retry behavior with a separate retry budget per failure condition, allowing retry policy to be tuned independently for each failure mode.

Update
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More from AmplitudeEvery Amplitude release →

Taxonomy MCP: Branch management and Create tools

Description: You can now build, iterate on, and ship tracking plan changes entirely through AI-assisted workflows. The Amplitude MCP server now includes create and branch management tools for taxonomy, bringing a workflow that was previously only available in the Amplitude UI to any AI assistant.

GA
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Agent Connectors

Ready? Set? Go! Global Agent now connects to the tools where your team plans, ships, and communicates , so you can ask cross-source questions and take action without leaving Amplitude. Simply connect to Slack, Atlassian, GitHub, Sentry, and more to ground analysis in real context alongside your Amplitude data.

Update
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MCP Server: Role-Based Access Controls

Description: As AI agents become a bigger part of how teams work with Amplitude, orgs need finer-grained control over what those agents can access and do. MCP sessions now respect role-based permissions at the project level , so you can scope exactly what an agent can read or write, without changing anything for users who don't need restrictions.

Update
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React Native Session Replay , Privacy Masking

Description: React Native Session Replay now correctly respects your chosen maskLevel , light, medium, or conservative , on both iOS and Android, honoring privacy configurations end-to-end exactly as intended. Bonus points? iOS light masking now also auto-masks phone and email keyboard inputs to match Android and web behavior.

GA
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Session Replay Agent v2 is now GA

Description: The latest version of our Session Replay Agent brings a fundamentally new approach to replay analysis. V2 watches actual session footage using multimodal video analysis, turns it into structured findings, then validates and quantifies those findings with autocapture and analytics data , producing clearer, more evidence-backed insights than ever...

GA
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Cohort Sync via MCP: sync_cohort

What: Agents can now trigger cohort syncs directly from MCP , closing the gap between observing cohort data and acting on it. Sync to Braze, Iterable, S3, webhooks, and more with a single tool call that previews and confirms before firing the export.

Update
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New External Guides and Surveys MCP tools

Description: AI assistants using the Amplitude MCP server now have a much richer view of your Guides and Surveys configuration. Previously limited to basic retrieval, the external MCP server can now fully understand a guide's published state, prioritization, and all other Guides and Surveys concepts , so AI-assisted workflows can reason about and act on...

GA
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Granola AI Feedback Source GA

Description: Your CS team hears the real customer pain on every call , now that context shows up where PMs actually look. Pipe Granola meeting notes into AI Feedback so sales and success calls appear alongside your in-product feedback signal. Every note becomes a searchable, tagged insight so you can see what customers said, not just what they clicked.

GA
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