Sciene built an AI Companion platform on Databricks to help Quartile scale its Customer Success operations across 1,000+ brands. The platform automates data assembly, account diagnostics, and presentation drafting for Customer Success Managers, freeing them to focus on strategy and relationships. The architecture uses Databricks as a unified foundation — combining data pipelines, AI inference, and dashboards reading from the same governed tables — eliminating data drift and synchronization overhead. The platform integrates Databricks Apps, MLflow, and Unity Catalog Lakeflow Connect for scalable, governed AI workflows.
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Barriers to applied AI in Customer SuccessDatabricks for Customer Success: Inside Sciene's AI CompanionWhy Databricks: Governance and context at the core223 Impressions