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Data Loss Prevention

CalypsoAI stops Intellectual Property from leaving the Business

CalypsoAI is the #1 platform for securing prompts entered into large language models (LLMs), avoiding costly data breaches, and protecting your organization’s intellectual property (IP).

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 physical operations and infrastructure, financial losses, reputational damage, and harm to shareholders, customers, and public confidence. CalypsoAI Moderator prevents sensitive information, including information about your system, from ever leaving your organization.

The Problem

Unfortunately, human error is the most common cause of data exposure when using LLMs. For example, a developer knows the source code they are working on contains an error, but doesn’t know where the error is. The developer asks the LLM to find the error in the code and includes the code in the prompt. In another example, a Mergers and Acquisition team member submits a prompt that identifies a company targeted for a merger by name, but the information is privileged and has not been made public. In each instance, no safeguards were in place to block the prompt from leaving the company system.

The Challenge

How could merely including those pieces of information in a prompt expose company data? Well, that sensitive content—proprietary source code or confidential merger information— included in the prompt by the sender has been shared with an unauthorized third party and now resides on that entity’s system. The security of the third party’s system is unknown, which means the IP has potentially been exposed to the 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 merger 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. Both scenarios could lead to financial loss and diminished shareholder value.

The Solution

CalypsoAI provides data loss prevention (DLP) protections by scanning prompts for source code and standard private content, such as Social Security Numbers, as well as for user-established content, 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.

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