Large Language Models (LLMs) in Biopharma

Translate the power of Generative AI for R&D, Clinical Trials and Medical Affairs. 

Large Language models (LLMs), such as ChatGPT, can mine insights from complex biomedical datasets. However, implementing LLMs in the biopharma industry comes with challenges. Off-the-shelf models may struggle with hallucinations, fail at math, and not meet Protected Health Information (PHI) requirements. Training costs and operationalizing proprietary LLMs also pose practical impediments to LLM adoption.

We at Aganitha have designed  “AI as research collaborator” (ARC™)  framework to maximize the opportunity and reduce risks from LLM adoption.

ARC™ combines the power of LLMs with biopharma expertise, providing you with tailored tools and services to unlock the full potential of LLM working with public and your proprietary data. See our demo videos below to explore how LLMs can be applied across the biopharma value chain.

Accelerate Discovery, Minimize Risk

ARC™ for Biopharma R&D

With these challenges in mind, our Arc service for Biopharma is designed to specifically address these pain points, offering a tailored solution that integrates seamlessly with your data and workflows. By leveraging Arc, organizations can benefit from the advanced capabilities of LLMs while mitigating the associated risks and downsides.

Hypothesis Generation and Validation

Uncover novel drug targets and therapeutic strategies by analyzing diverse datasets and generating testable hypotheses.

Biomarker Identification

Using advanced pattern recognition techniques, identify potential biomarkers for early disease detection, diagnosis, and treatment response monitoring.

Drug Interaction and Safety Profiling

Predict potential drug-drug interactions and side effects by cross-analyzing existing drug data from scientific literature and proprietary sources.

Omics Data Analysis

Gain deeper insights from genomic, transcriptomic, and proteomic data with AI-powered analysis and visualization tools.

Proprietary Data Integration

Seamlessly incorporate your organization’s unique datasets into Arc’s analysis, ensuring that your models are tailored to your specific needs.

Reduced Hallucination

Incorporate authoritative datasets and ontologies into the LLM’s training and inference processes to minimize inaccurate or misleading outputs.

Streamline Operations, Enhance Compliance, and Improve Patient Care

ARC™ for Clinical Trials and Medical Affairs

ARC™ empowers your Medical Affairs teams to optimize workflows, ensure regulatory compliance, and deliver better patient outcomes with features designed for:

Real-World Data (RWD) Analysis:

Extract valuable insights from diverse RWD sources like EHRs, claims data and social media to inform medical strategy, improve patient care, and support regulatory submissions.

Clinical Trial Optimization

Streamline trial design by identifying eligible patients, predicting enrollment rates, forecasting trial outcomes, and automating the analysis of clinical study reports.

Personalized Medicine Insights:

 Analyze patient data to identify hidden patterns and surface correlations and tailor treatment plans to individual needs, improving patient outcomes and reducing adverse events.

Regulatory Compliance Support

Navigate the complex landscape of pharmaceutical regulations with AI-powered analysis and interpretation of regulatory documents, ensuring adherence to guidelines and minimizing risk.

Medical Information Management

Automate the extraction and summarization of medical information from diverse sources, enabling faster response times to inquiries and improving the accuracy of medical communications.

Document Generation and Management

Generate, compare, validate, and merge critical documents like PSURs, DSURs, and medical information letters with AI-powered efficiency and accuracy.

Document Management with AI-Powered Language Models

ARC™ for Documents

Managing regulatory submissions, supply chain documentation, operating procedures, and manufacturing contracts in the biopharmaceutical industry are complex and time-consuming. ARC™’s LLMs-based framework streamlines these processes, enhancing efficiency, accuracy, and compliance.

Regulatory Submissions

Arc automates the generation, validation, and comparison of regulatory documents, ensuring compliance with evolving standards. This reduces errors, accelerates submission timelines, and improves regulatory interactions.

Supply Chain Documentation

Streamline operations and mitigate risks through AI-driven generation and validation of contracts, schedules, and reports. Leverage real-time insights for comprehensive supply chain documents.

Operating Procedures

Draft, update, and compare SOPs for consistent and compliant operations. Automate discrepancy detection and resolution for operational excellence.

Manufacturing Contracts

Compare, analyze, and ensure alignment of contractual terms with policies and standards. Automate review and negotiation to reduce turnaround times and enhance compliance.

Discover our offerings across the biopharma value chain

Our Solutions

Customizable platforms and solutions across the drug discovery value chain from target discovery to therapeutic development
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Our Services

Offering services in computational sciences and technology to complement biopharma R&D

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Case Studies

Helping clients accelerate drug discovery and development by building computational biology, computational chemistry, technology, and cloud solutions
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