Opportunity
Streamlining R&D with AI-Powered Data Analysis
The R&D operations for a leading vaccine development company in Canada spanned drug discovery, preclinical testing, and process development. These activities generated massive volumes of complex data across various departments, making real-time analysis a significant challenge.
Scientists, often burdened by intricate data schemas and limited resources, struggled to extract meaningful insights quickly. The company needed a solution to simplify data access and data analysis while maintaining accuracy, fostering innovation, and accelerating research.
Solution
AI-Assisted Analytics Tailored for Pharma
To overcome these challenges, Aventior deployed the DataBot LLM platform securely hosted on Azure within the client’s VPC. The solution offered:
- Natural Language Queries:Empowered scientists to ask questions in plain English, bypassing the need for technical expertise.
- Seamless Integration: Connected to over 90 PostgreSQL tables from various departments for comprehensive data analysis.
- Explainable AI:Automated SQL generation with detailed query explanations for full transparency.
- Custom Training:Equipped researchers with tools to navigate the platform independently and effectively.
Impact
Driving Innovation Through Data Simplification
With DataBot LLM, the client achieved:
- 95% reduction in analysis time,allowing scientists to focus on insights rather than preparation.
- A significant decrease in reliance on data analysts fosters independence among researchers.
- Enhanced accuracy by minimizing human errors during data preparation and table joins.
- Improved researcher productivity, sparking curiosity and innovation across the organization.
