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Title
Smarter product development powered by real-time insights
…s Try Databricks Customer Stories / Anker Innovations Technology CUSTOMER STORY Smarter product development powered by real-time insights 1,000+ BI reports and dashboards 500+ Employees using Databricks Data + AI Plat…
Description
Anker Innovations unified over 200 terabytes of business, product, marketing and sales data on the Databricks Data + AI Platform, replacing a fragmented AWS microservices setup. Using Delta Lake, Delta Sharing and Unity Catalog, the company enabled 500+ employees to collaborate and produce 1,000+ BI reports and dashboards, and has begun integrating large language models for use cases such as auto-generated SQL commands and code review, with plans to build a generative AI knowledge repository.
…What business impact has Anker Innovations achieved on the Databricks Platform? By unifying data and AI, Anker empowered over 500 employees to generate 1,000+ BI reports and dashboards, accelerating market-fit analysis, demand forecasting and smart product development. Share this post Details Industry : Manufacturing , Retail and Consumer Goods Cl…
Company
Anker Innovations Technology
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Anker Innovations Technology CUSTOMER STORY Smarter product development powered by real-time insights 1,000+…
Industry
Manufacturing
…ysis, demand forecasting and smart product development. Share this post Details Industry : Manufacturing , Retail and Consumer Goods Cloud : AWS Product : Agent Bricks , Delta Lake , Delta Sharing , Unity Catalog…
Problem
Anker's legacy data warehouse required significant DevOps support and left little bandwidth for granular forecasting or generative AI, while chaotic data governance made it impossible for business users, analysts and data scientists to access the data they needed. Every data consumer competed for resources on a single AWS compute cluster, so a failed job affected other teams' jobs, leading to task accumulation and stunted productivity.
…fferent regions to facilitate the production and deployment of these solutions, their data team was hampered by their legacy data warehouse, which required significant DevOps support to integrate relevant services and left little bandwidth for opportunities like granular forecasting or generative AI to accelerate product fit insights. Additionally, chaotic data governance made it impossible for business users, an…
Solution
Anker unified over 200 terabytes of business, product, marketing and sales data on the Databricks Data + AI Platform. Delta Lake provides a unified storage layer, OpenSharing makes data available to analytics and business teams, and Unity Catalog governs data access at the table level. The team automated pipeline orchestration from training to deployment via MLflow, and is starting to integrate large language models for use cases like auto-generated SQL commands and code review, with generative AI for a business-facing knowledge repository planned for the future.
…e, which was complicated and did not provide data access auditability. “For us, Unity Catalog has been the most important feature as it helps govern data access at the table level, making sharing easy without compromising on governance,” said Shu. By getting the basics right when it comes to data engineering, Anke…
Business value
Unifying data and AI on the platform fostered collaboration across 500+ employees, who generate 1,000+ BI reports and dashboards, accelerating market-fit analysis, demand forecasting and smart product development.
…What business impact has Anker Innovations achieved on the Databricks Platform? By unifying data and AI, Anker empowered over 500 employees to generate 1,000+ BI reports and dashboards, accelerating market-fit analysis, demand forecasting and smart product development. Share this post Details Industry : Manufacturing , Retail and Consumer Goods Cl…
AI capabilities
Predictive Analytics, Large Language Models, Machine Learning
…ance customer satisfaction. With the flexibility of the lakehouse architecture, Anker is starting to integrate large language models (LLMs) for use cases like auto-generated SQL commands and code review. In the future, they hope to leverage generative AI to implement a knowledge rep…
Technology
Databricks Data + AI Platform, Delta Lake, OpenSharing, Delta Sharing, Unity Catalog, MLflow, Agent Bricks
…s post Details Industry : Manufacturing , Retail and Consumer Goods Cloud : AWS Product : Agent Bricks , Delta Lake , Delta Sharing , Unity Catalog More from Anker Innovations Technology Ready to get started? Try Databricks for…
Deployment model
Cloud
…t. Share this post Details Industry : Manufacturing , Retail and Consumer Goods Cloud : AWS Product : Agent Bricks , Delta Lake , Delta Sharing , Unity Catalog More from A…
Deployment options
cloud
…t. Share this post Details Industry : Manufacturing , Retail and Consumer Goods Cloud : AWS Product : Agent Bricks , Delta Lake , Delta Sharing , Unity Catalog More from A…
Implementation approach
Built foundational data engineering (Delta Lake, Unity Catalog) before pursuing bolder data science work, automating pipeline orchestration via MLflow and then beginning to integrate LLMs for SQL generation and code review.
By getting the basics right when it comes to data engineering, Anker's team can now pursue bolder data science ideas.
Onboarding approach
Adoption spread organically: a few early users proved out the platform on data science work and became evangelists, which brought in additional users who saw the success of early use cases, creating a snowball effect across other groups.
…then brought in additional users who saw the success of those early use cases. This had a snowball effect, enticing other groups to do their work on the lakehouse architecture as we began to solve more business scenarios.” With Delta Lake providing a unif…
Headline outcome
…nology CUSTOMER STORY Smarter product development powered by real-time insights 1,000+ BI reports and dashboards 500+ Employees using Databricks Data + AI Platform As the rise in mobile device…
Use case type
Analytics augmentation
…What business impact has Anker Innovations achieved on the Databricks Platform? By unifying data and AI, Anker empowered over 500 employees to generate 1,000+ BI reports and dashboards, accelerating market-fit analysis, demand forecasting and smart product develop…
