Security

Governed at the source. Trusted at scale.

With Astrato, your data never leaves your cloud warehouse, which means it automatically inherits your existing governance, security policies, and access controls.

Audit-ready, data version-aware

Writeback supports native audit trails and time travel, so every change is trackable, and restorable.

Enforced access control

Inherited role-based permissions ensure users only update the data they’re allowed to — all managed centrally through your warehouse.

Where's writeback useful?

Finance Teams

Sales & RevOps

Retail & Inventory

Adjust forecasts and approve budget changes directly in dashboards, triggering instant updates in Snowflake.

Sales managers update pipeline stages, and Action Blocks automatically refresh reports and notify teams.

Store managers submit real-time stock adjustments, pushing updates instantly to the warehouse.

Writeback + Action Blocks

✏️ Data capture & insertion

Enable users to input new data directly in the dashboard, seamlessly adding fresh points to your dataset for instant analysis and reporting.

🤖 Workflow modelling & automation

Update data to manage processes like approvals or planning, automatically refreshing dashboards and notifying teams with every change.

📍 Annotations & meta data

Let users attach comments, explanations, or meta data to data, enhancing collaboration and providing context for better insights.

✨ User driven AI/ML model calculators

Allow users to tweak AI/ML model parameters in the UI, instantly recalculating and displaying results for advanced scenario analytics.

Turn insights into action - right inside your BI

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