Lightning-Fast Insights: How Query Genius Transformed BI for a Biopharma Leader

Building an Intelligent, AWS-Driven BI Platform

Ascendion developed Query Genius, a Generative BI solution that seamlessly integrates with structured datasets from data lakes and databases, enabling real-time analytics and intelligent decision-making. Built on AWS’s powerful cloud infrastructure, the solution ensures high availability, scalability, and security while delivering a dynamic, self-service analytics experience.

Key AWS-powered innovations include:

• AWS Lambda & Amazon SageMaker – Leveraged serverless computing and machine learning models to process complex queries with Generative AI, delivering both extractive and deductive intelligence.
• Amazon Redshift & AWS Glue – Enabled seamless integration with structured data sources, ensuring fast, scalable query execution across large datasets.
• Natural Language Processing (NLP) on AWS – Business users can ask questions in plain language, leveraging AI-driven insights without needing technical expertise.
• AWS Quick Sight & Auto-Generated Dashboards – Integrated with Query Genius to dynamically generate dashboards, visualizing insights in real time and reducing the need for manual reporting.

The platform eliminated reliance on BI engineers, accelerating time-to-insight and empowering business users to perform independent analyses.

By modernizing the cloud infrastructure with AWS, the solution has significantly enhanced the client’s customer experience (CX). Business users can now access real-time insights instantly, enabling faster, data-driven decision-making that improves response times, optimizes patient support strategies, and enhances service delivery. The scalable AWS ecosystem ensures seamless integration of new data sources, allowing the company to continuously refine customer engagement and drive personalized experiences at scale.

Driving Business Impact with AWS-Powered BI

Ascendion’s AWS-driven BI transformation unlocked speed, accuracy, and agility, positioning the biopharmaceutical company for data-driven leadership in a competitive industry.

• 80% Faster Insights – Accelerated data processing, enabling real-time analysis of complex datasets.
• 95% Accuracy in Response Interpretation – Enhanced precision in query responses and visualizations.
• Reduced BI Engineer Dependency – Business users now generate their own insights, increasing agility.
• Seamless Data Visualization – Auto-generated dashboards ensure effective, real-time decision-making.

Tech stack: AWS Bedrock, S3 Bucket, EC2, Athena, Glue, Python, React, Claude 3.5 Sonnet, Titan Embeddings​

Accelerating the Future of AI-Driven BI

By leveraging AWS’s scalable cloud capabilities, Query Genius became a blueprint for next-generation BI solutions, empowering enterprises to gain actionable insights, automate analytics, and drive smarter business decisions—faster than ever before.