Case study

Lumi Accelerates Report Development Process by 20x

The data team at Sauce Capital significantly sped up their report development process by utilizing Lumi's SQL generation capabilities.

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Challenge

The manual process of crafting SQL queries for each custom report is time-consuming and labor-intensive.

Solution

To generate the necessary SQL for custom reports, Sauce Capital turned to Lumi, an analytics tool adept at understanding complex data structures and specific business terminology.

Result

The integration of Lumi into Sauce Capital's data analysis process drastically reduced the time needed to develop essential reporting tables, from days to minutes.

Challenge

In the fast-paced cloud kitchen sector, data teams at Sauce Capital faced the daunting task of constantly generating new and intricate reports for business analysis. The manual process of crafting SQL queries for each report was both time-consuming and labor-intensive. The specific challenge involved developing a product performance analysis report that ranked the top 10 products within each category, based on metrics uniquely tailored to Sauce Capital's operational needs.

Solution

To generate the necessary SQL for the report, Sauce Capital turned to Lumi, an analytics tool adept at understanding complex data structures and specific business terminology. Lumi's quick grasp of Sauce Capital's unique data schema and its ability to interpret industry-specific language allowed for the accurate generation of SQL queries. This capability was invaluable for calculating custom business metrics and ensuring reports precisely met Sauce Capital's requirements. By integrating Lumi, what previously took the data team hours of manual effort was reduced to seconds, significantly streamlining the report development process.

1. Define Metrics in Knowledge base
Lumi allows admins to add custom metric definitions in the Knowledge Base.
2. Generate Report
Lumi pulls relevant context from the ‘Knowledge Base’ to formulate and execute the code needed to answer questions.
Results

The integration of Lumi into Sauce Capital's data analysis process drastically reduced the time needed to develop essential reporting tables, from days to minutes.

This efficiency gain not only sped up report generation but also allowed the data team to pivot quickly to meet the business's evolving analytical needs, significantly boosting operational efficiency and business responsiveness.

For data teams looking to significantly reduce time spent on ad-hoc reporting tasks and shift focus towards more strategic analysis and business impact, leveraging Lumi's capabilities could be the solution. Discover how Lumi can empower your team to achieve similar efficiencies and transition from data to insights faster than ever before.

Hankun X.
Data Analyst

Lumi significantly boosts my productivity when writing complex data analysis tickets. The LLM can understand plain language prompts and efficiently construct queries with properly configured context. This saves time in building the skeleton, allowing me to focus more on quality checks.It significantly improves query reusability. Commonly used metrics in our business analytics are saved with business context and interconnected. I can easily reference them, akin to importing libraries in Python

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