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January 19, 2024


Demos highlight what we are working on or experimenting with, but are not a guarantee of release. We love feedback - let us know your thoughts at

Lots of the unsung hero features this week:

  • Field level permissions for use cases where specific columns may be important to hide from some users (PII, customer data, financials, etc)
  • Improvements to the content validator to make sure database changes or structural model changes can flow through living dashboards well without disruption
  • Support for multiple access_filters in topic and field permissions, often useful for manager views across many direct reports, or multi-region owners, or admin views in tightly permissioned use cases
  • Batch CSV scheduling and downloading for simpler bulk data delivery
  • Better support in dynamic_schema use cases, to create simpler join management
  • Another deep dive into our about-to-launch content organization system including simple sharing workflows and flexible access management for hybrid SQL/model use cases
  • The launch of calculations for pivoted queries - interleaved metrics inside pivots (like cohorts) or metrics outisde the pivot (like totals or aggregates over a cohort)

Field Permissions

Better Content Validation and Change Management

Pivot Spreadsheet Functions

Bulk CSV Scheduling

Multiple access_filters

Better Joins with dynamic_schema

Dashboard Sharing and Discovery