Spotlight
June 23, 2025

AI Sales analytics assistant revolutionizes pharmaceutical data intelligence

Sun Pharma's AI sales analytics assistant using OpenAI and Autogen, achieving 85% faster data retrieval, 70% manual effort reduction, and conversational query capabilities.

Sun Pharma transformed their sales analytics using an AI assistant built by GoML. The pharmaceutical giant faced challenges with manual data queries, delayed decisions, and fragmented systems requiring SQL expertise for basic insights. GoML developed a multi-agent solution using Microsoft Autogen, OpenAI's GPT-4, and modular frameworks enabling conversational queries in plain English.

The system includes conversational, query, analysis, and visualization agents powered by PostgreSQL, Streamlit, and PyGWalker.

Results show 85% faster data retrieval, 70% reduction in manual effort, and 80% simplified data representation, enabling sales teams to make instant decisions without analyst intervention.

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