LLM Security for the Pharmaceutical Industry

Moderator safeguards sensitive data for pharmaceutical companies using LLMs

Applying artificial intelligence (AI) and machine learning (ML) to organizational processes increases the efficiency of your operations, from initial research and drug development to clinical trials and regulatory approval. These technologies contribute greatly to bringing drugs to market faster—and more safely—than ever before. The inevitability of large language model (LLM) adoption across pharma adds one more layer of concern.

CalypsoAI Moderator is a new, holistic, LLM-agnostic approach to safeguarding data while deploying LLMs like ChatGPT at scale and across the enterprise.

Pharmaceutical Clinical Trials
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An employee using an LLM to conduct preliminary research on novel pathways for testing a drug that is still in development includes a partial list of the drug’s active ingredients in the prompts. Even though doing so is strictly against company policy, there was no safeguard in place to prohibit it.

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The company’s confidential and experimental intellectual property (IP) included in the prompt by the sender has been shared with an unauthorized third party and now resides on that system. The security of the third-party system is unknown, potentially exposing the information to additional risk of dissemination if that system is breached. The information could also be included in the LLM’s knowledge base and, therefore, be accessible to all users, putting the organization’s competitive advantage at risk and potentially leading to financial loss and diminished shareholder value.

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CalypsoAI Moderator’s data loss prevention scanner is customizable to include time-limited content, such as drug names and other intellectual property. Prompts are blocked before the information leaves your organization and the user is alerted that their prompt must be revised prior to being sent. All details of the interaction, including the prompt content, sender, LLM, and date and time, are recorded, providing full auditability and attribution. Beyond protecting your IP, CalypsoAI Moderator safeguards your organization’s operations by ensuring all LLM transaction data remains within the organization. CalypsoAI does not harvest telemetry or any other data about your organization’s LLM interactions.

CalypsoAI Moderator Features

Data Loss Prevention for LLMs

Data Loss Prevention

Data Quality Verification for LLMs

Data Quality Verification

Full Auditability for LLMs use

Full Auditability

Malicious Detection for LLMs use

Malicious Code Detection

Jailbreak Prevention for LLMs

Jailbreak Prevention

Privacy & Data Security for LLMs

Privacy & Data Security

Acceptable Use Policy Implementation for LLMs

Acceptable Use Policy Implementation

Easy-To-Use Interface for LLMs

Easy-To-Use Interface

Learn about LLM security for other industries


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Learn how CalypsoAI Moderator can help your business.