At Procept Partners, we are at the forefront of leveraging blockchain and AI technologies to revolutionize product development in the pharmaceutical and medical device industries. Our forward-looking approach integrates these cutting-edge technologies to deliver unparalleled benefits to our clients.
RAG-Based Tools for Technical Writing
Retrieval-Augmented Generation (RAG) systems combine traditional retrieval techniques with generative AI to create precise and contextually relevant content. We utilize RAG-based AI tools to augment human expert technical writing, enhancing the accuracy and efficiency of regulatory documentation and reporting. This ensures precise and timely submissions, reducing the risk of regulatory delays.
Data Validation and Knowledge Graphs
We employ AI for data validation and expertly map client data to knowledge graph RAG systems, ensuring data integrity and facilitating seamless integration of complex datasets in AI workflows. This enhances the reliability of project outcomes and supports robust product development.
By harnessing the power of blockchain, we provide secure, immutable records that ensure transparency and traceability with the AI tools utilized on client projects. Our innovative use of AI and blockchain empowers clients to achieve greater efficiency, accuracy, and innovation, positioning them at the forefront of innovation and facilitating "right" data sharing with client partners.
Data Privacy and Security
Working with Procept Partners with a RAG based system ensures an extra level of security when using proprietary data in AI workflows. RAG data are first protected in s secure database. Context is retrieved, organized and sent only to an LLM model when authenticated users supply a valid prompt.
The LLM provider stores the received data only for the duration of the prompt and response. The data retention policies of the public model providers are clear an can be easily accessed. These general require retention solely for a limited duration according to the public model policies and to comply with laws and regulations.
Optionally, Procept Partners can configure an LLM gateway to filter data for senstive or personally identififiable information. This extra step is a precaution for highly senstive information that a client would not want to share outside of its corporate firewalls or to protect corporate users from sharing personally identifiable infomration within the context of a prompt.
Fine-Tuning AI Models for Client Processes
Our team fine-tunes RAG-based AI models to support client-specific processes on a per client basis when highly efficient systems are needed and when a RAG system has been fully optimzed. For corporate users. data access within these AI models is controlled with SSO to ensure that only authorized users can retrieve and generate sensitive information, maintaining strict data security and compliance.