What can an AI teammate do with PostHog?

An AI teammate can query your event data, retrieve saved insights and dashboards, list feature flags and cohorts, access session recording metadata, create timeline annotations, and export data - giving you natural language access to your full PostHog workspace.

Is my PostHog data safe?

Your data is accessed using the API key you provide and is never stored beyond the scope of a single run. All write actions - like creating annotations or exporting data - require your explicit approval before they execute.

Can my AI teammate modify feature flags?

Not by default. Reading feature flags is a read-only action available without approval. Creating or modifying flags is a write action that requires your explicit sign-off each time.

Does this work with both PostHog Cloud and self-hosted deployments?

Yes. You can point the integration at any PostHog instance - cloud or self-hosted - by providing the appropriate API host and personal API key in the connection settings.

Analytics

AI Teammate for PostHog

An AI teammate that queries, analyzes, and surfaces product analytics insights.

Your AI teammate for PostHog connects to your product analytics data to help you understand user behavior, monitor feature adoption, and debug issues faster. As an AI assistant, it can query events, explore funnels, review session recordings, manage feature flags, and export data - all without leaving your workflow. Write actions always require your approval.

Connect PostHog to give your AI teammate direct access to your product data so it can answer questions like 'which feature is dropping off most users?' without requiring manual exports. This turns your analytics platform into an active part of your team's decision-making loop.

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What your AI teammate can do with PostHog

Read-only actions run automatically. Write actions require your approval.

Read-only actions

query events

Run event queries against your PostHog data to retrieve user actions and trends over a specified time range.

get insights

Fetch saved insights and dashboards, including funnel analysis, retention charts, and trend breakdowns.

list feature flags

Retrieve all feature flags along with their rollout conditions, targeting rules, and current status.

get session recordings

Access session recording metadata and playback links to understand how users navigate your product.

list cohorts

List all defined user cohorts and their filter criteria for segmentation and targeting purposes.

Write actions (require approval)

create annotation

Add an annotation to your PostHog timeline to mark a deployment, experiment, or notable event.

export data

Export event or person data from PostHog for use in external analysis or reporting pipelines.

Example workflows with PostHog

Real tasks you can run on a schedule or on demand.

task

identify drop-off points in onboarding funnels

task

monitor feature flag rollout impact on key metrics

task

surface user segments with low retention for follow-up

task

annotate releases to correlate deployments with behavior changes

How to connect PostHog

Create a free m8tes account.

Connect PostHog

Click Connect and complete the OAuth flow or enter your API key.

Create a task

Give your AI teammate a task that uses PostHog. It handles the rest.

PostHog AI teammate: FAQ

Common questions about using an AI teammate with PostHog.

Build an AI teammate for PostHog

Connect PostHog to an autonomous AI teammate that reads data, runs tasks on schedule, and delivers structured output.

AI teammates — all integrations
Build a teammate that uses PostHog alongside your other tools.

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