Data Loss Prevention

CalypsoAI Moderator is the #1 solution to securing prompts entered into large language models, avoiding costly data breaches and protecting your organization's Intellectual Property.

The risks an organization faces from the loss of sensitive company data can go far beyond the loss of the data itself. Depending on the type of information shared, the company could face legal liability, operational impacts, including to physical operations and infrastructure, financial losses, reputational damage, and harm to shareholder and customer/public confidence. CalypsoAI Moderator prevents sensitive information from ever leaving your organization, including information about your system. CalypsoAI Moderator does not harvest telemetry or any other data about your LLM interactions. 

CalypsoAI Moderator stops Intellectual Property from leaving the business

Human error using LLMs leads to data exposure

An employee asks the LLM to find the error in a short piece of source code they are working on. The LLM provides a fix or workaround for the issue. In another example, a member of the Mergers and Acquisition team has submitted a prompt that identifies by name a company targeted for a merger before the information has been made public and no safeguards are in place to block the prompt from leaving the company system.  

Human error using LLMs leads to data exposure
LLM data loss risks

How does this put your organization at risk?

The company’s proprietary source code or confidential merger discussions 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 IP to additional risk of dissemination. The source code itself could be used as part of the dataset used to train/retrain subsequent iterations of the LLM. The IP 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. Both scenarios could lead to financial loss and diminished shareholder value.

Moderator prevents this data loss

CalypsoAI Moderator scans prompts for code and standard private content, such as Social Security Numbers, as well as for user-established terms, such as employee numbers, and time-limited content, such as the name of the targeted company. The confidential and proprietary information is blocked before it leaves your organization, with the user being alerted that their prompt must be revised prior to being sent. All details of the interaction are recorded, providing full auditability and attribution.

Moderator prevents data loss due to LLM use

View our other use cases:

Jailbreak Prevention LLM

Jailbreak Prevention

Malicious code detection LLM

Malicious Code Detection

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Learn how MODERATOR can help your business.