The Future of Analytics is Polyglot

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Data tools today perpetuate siloing and fragmentation of workflows, with bright lines between languages and abstractions.

BI tools top out quickly, SQL tools don't allow more complex code, and Python/R workflows are often terrible at data queries.

We believe the future of analytics workflows is polyglot and will embrace better interoperability between languages and UIs.

Join the chat in the #coalesce-polyglot-analytics channel ( If you’re not yet a member of dbt Community Slack, sign up at

Caitlin Colgrove

Engineering leader with extensive experience building data tools

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