Title
Building a better future for female health
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Title
Building a better future for female health
Building a better future for female health | Databricks Skip to main content Login Why Databricks Discover For App Develop…
Description
Flo Health moved to the Databricks Data + AI Platform to centralize data for its 75 million users, running 400 analytics experiments per quarter, powering AI health predictions and fine-tuning LLMs for a Health Assistant chatbot, with internal monthly active users on the platform up 45%.
…Stories / Flo Health CUSTOMER STORY Building a better future for female health 45% Increase in internal monthly active users of the platform 400 Analytics experiments run per quarter 46% Increase in overall employee enga…
Company
Flo Health
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Flo Health CUSTOMER STORY Building a better future for female health 45% Increase in inter…
Industry
Healthcare
…ble when innovation meets purpose-driven data strategy. Share this post Details Industry : Healthcare and Life Sciences , Marketing Use Case : Artificial Intelligence , Data Warehousing Product : Agent Bricks ,…
Problem
As Flo Health experienced rapid growth, their previous data infrastructure faced significant hurdles; scalability issues emerged as data volumes surged, decentralized data systems and siloed teams hindered innovation, and business data users were limited to SQL queries, creating an over-reliance on the engineering team to build data pipelines.
…advanced technology and reliable health recommendations powered by data and AI. As Flo Health experienced rapid growth, their previous data infrastructure faced significant hurdles in delivering on their goals. Initially operating with traditional databases and later Trino, scalability issues emerged as data volumes surged. The decentralized data systems and siloed teams emerged as challenges that hindered innovation and the ability to rapidly test and deploy new features. The complexity of managing data across disparate systems also hindered their ab…
…d to innovate faster,” Roman Bugaev, CTO at Flo Health, explained. Furthermore, the desire to democratize access to data for self-serve analytics was stifled by business data users who were limited to SQL queries, creating an over-reliance on the engineering team to build reliable and secure data pipelines for downstream analytics. Transitioning to the Databricks Data + AI Platform allowed Flo Health to not on…
Solution
Flo Health adopted a modern lakehouse architecture on the Databricks Data + AI Platform, using Delta Lake with a medallion architecture, Databricks SQL for analytics/BI, Unity Catalog for fine-grained access controls and compliance with women's health privacy regulations, MLflow for the ML lifecycle, and is piloting AI/BI Genie plus fine-tuning LLMs for a Health Assistant chatbot.
…product development,” Dmitry Zolotukhin, VP of Analytics at Flo Health, noted. With Delta Lake, the company has established a medallion architecture to help Flo Health provide the right data for both analytics/business intelligence (BI) and machine learning (ML) use cases. This includes seamless support for managing and analyzing their ML experiments,…
…rough business dashboards in Looker and technical dashboards within Databricks. To meet stringent compliance regulations around women’s health privacy, Flo Health uses Unity Catalog to enforce fine-grained access controls and robust data governance throughout their data workflows. This approach helps avoid any issues with personally identifiable information (…
…her enhance privacy. With data flowing through pipelines reliably and securely, Flo Health leverages MLflow to streamline machine learning operations — allowing them to efficiently manage the ML lifecycle, including model versioning and deployment. While their migration to serverless compute is ongoing, this feature has alread…
…his transition included faster performance at scale and enhanced data security. Flo Health has also been piloting AI/BI Genie to democratize data insights through natural language prompts, enabling business users to ask questions via natural language like “What is ou…
Business value
Flo Health's internal monthly active users jumped by 45% and weekly active users by 57%, the platform runs 400 analytics experiments per quarter, and 46% of employees actively engage with Databricks monthly.
…The transformation has delivered measurable results. Since adopting Databricks, Flo Health has increased internal adoption, with their monthly active users (MAU) jumping by 45% and weekly active users (WAU) by 57%, underscoring the platform’s ease and powerful functionality. Experimentation t…
…+ AI Platform, Flo Health has revolutionized how they manage and utilize data. The platform supports their ability to run 150–200 experiments simultaneously and 400 per quarter, driving insights into user preferences and feature performance. Their AI model…
…all, data democratization — a key priority — has seen a significant boost, with 46% of Flo Health employees, including engineers, data scientists and business analysts, actively engaging with Databricks monthly to make informed decisions using Looker dashboards powered by the platform. Thi…
Technology
Databricks, Agent Bricks, Databricks SQL, Delta Lake, Lakeflow Jobs, Unity Catalog
…Life Sciences , Marketing Use Case : Artificial Intelligence , Data Warehousing Product : Agent Bricks , Databricks SQL , Delta Lake , Lakeflow Jobs , Unity Catalog Ready to get started? Try Databricks for free Learn more about our product Talk…
Headline outcome
…Stories / Flo Health CUSTOMER STORY Building a better future for female health 45% Increase in internal monthly active users of the platform 400 Analytics experiments run per quarter 46% Increase in overall employee enga…
Use case type
Analytics augmentation
…+ AI Platform, Flo Health has revolutionized how they manage and utilize data. The platform supports their ability to run 150–200 experiments simultaneously and 400 per quarter, driving insights into user preferences and feature performance. Their AI models now power advanced health predictions, offering users actionabl…
AI capabilities
Predictive Analytics, Conversational AI, Generative AI
…00 per quarter, driving insights into user preferences and feature performance. Their AI models now power advanced health predictions, offering users actionable insights for conditions like irregular cycles or die…
Deployment model
Cloud
…for a robust data platform to drive innovation and deliver better experiences. The adoption of the Databricks Data + AI Platform has empowered Flo Health to scale, innovate and provide unparalleled support to their users across every stage of…
Deployment options
cloud
…for a robust data platform to drive innovation and deliver better experiences. The adoption of the Databricks Data + AI Platform has empowered Flo Health to scale, innovate and provide unparalleled support to their users across every stage of…