Security
While LLMs' promise is vast, companies must approach their integration carefully. Mishandling or improperly securing data used in AI development can have dire consequences.
The most important concern when using LLMs is data privacy and confidentiality. LLMs might be exposed to large datasets, which often include sensitive or proprietary information. Without strict data governance and protection, there's a risk of exposing business secrets or customer data during model fine-tuning or real-world deployments.
BloomifAI uses state-of-the-art security practices to ensure open source LLMs installed and tuned within a controlled environment do not leak out information related to a company. Through our robust security practices, we employ several specific strategies:
- Secure data integration: We ensure that your data is safeguarded throughout the integration process through a highly secure transmission tunnel, using the highest level of security. While the specific protocol depends on the customer's constraints, we leverage state-of-the-art secure network protocols such as SSH, IPSEC, HTTPS, etc. Additionally, we access your data in a read-only fashion, so while the data is being transferred, your database remains fully operational.
- Dedicated instance: This environment is specifically allocated for your use and is distinct from other users or organizations. A dedicated instance provides a more secure, efficient, and customizable environment tailored to your needs. It ensures that your performance and compliance requirements are fully met as securely as possible.
- Personalized BUD: BUD is powered by a combination of advanced open-source LLMs to ensure you receive accurate and relevant responses. BUD operates solely within the context of your information, without accessing or using data from any other company. This means your data remains within your secure infrastructure, ensuring it is protected and used only for your purposes.
- Defense in depth: We employ a comprehensive standard security checklist at every stage of handling your data, ensuring robust protection throughout its lifecycle on our platform. Our security strategy encompasses multiple layers of defense designed to address every aspect of data protection.
We are dedicated to protecting your data to ensure you get what you need out of BloomifAI without ever concerning yourself with the integrity of our system.