Learn How the Biomarker Discovery Agent Reduced Screen Failures by 50%

The Challenge

The client aimed to enhance the accessibility and usability of complex biomarker data for their non-technical users. Recognizing the potential to streamline their analytical processes, they sought an innovative solution to simplify data queries and insights extraction. The objective was to empower users with a conversational interface that would allow them to easily navigate and connect with their data ecosystem, thereby optimizing their operational efficiency and decision-making capabilities.

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Our Solution

To overcome challenges in biomarker research data exploration, Agilisium implemented the advanced "BioMarker Discovery Agent", powered by goal-based agents, driving impactful outcomes through three core components.

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Large Language Models (LLMs)

Enables intuitive natural language processing to convert user queries into SQL commands for seamless database interaction.

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Summarized Results

Executes complex queries on client databases, presenting insights in an accessible, user-friendly format.

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AI Model Refinement

Continuously improves system accuracy and relevance via iterative user feedback and metadata-driven fine-tuning.

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Key Impact

30%

Expedited recruitment timelines

50%

Reduction in screen failure rates

The customer

Global leader in precision medicine sector, specializing in clinical research with a focus on biomarker-rich therapeutic areas.

The Outcomes

Fast-tracking Vital Medical Breakthroughs

Agilisium’s "Insights Generation" solution has empowered non-technical staff to independently access, query, and analyze data, significantly accelerating decision-making and reducing reliance on data specialists.