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Data engineering for AI

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Overall Score 8.2 · Recommend

Best for: Data platform teams that already use or want Airflow and need managed orchestration for production AI pipelines.

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Overall Score 7.0 · Conditional recommend

Best for: Mid-enterprise teams running or planning Snowflake migrations and Cortex/Snowpark AI work who want a specialist partner rather than a generalist SI.

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Overall Score 6.9 · Conditional recommend

Best for: Mid-market teams that want a modern data stack specialist for dbt, Snowflake/BigQuery/Databricks, and Looker rather than a Snowflake-only SI or an Airflow product.

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Overall Score 7.7 · Recommend

Best for: Mid-market teams that want a data and analytics consultancy to stand up warehouses, pipelines, and AI-ready data products without hiring a full in-house platform team.

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