Case Study: a US-based pharmaceutical company expands data analysis capacity with Toptal’s AI solution

US-Based Pharmaceutical Company adds data analysis capacity equal to 1 FTE with Toptal

A US-based pharmaceutical company sought Toptal's help to address challenges with incomplete business requirements, which were creating unclear documentation and unnecessary rework for developers. The company also needed to expand its capacity for data analysis without diverting its expensive developer resources to this task.

Toptal implemented a solution that involved improving the requirement quality process and deploying a custom AI agent. This agent, integrated with Confluence, Jira, Databricks, and GitHub, combined internal knowledge with data analysis capabilities. As a result, Toptal helped significantly reduce development rework and provided data analysis capacity equivalent to one additional full-time data engineer, avoiding the need for a new hire.