Enterprise RAG Starts with Pryon

Yes. Pryon RAG Suite is the most flexibly deployable AI product on the market. Whether you’re just leveraging Pryon Retrieval Engine or the entire suite, you can deploy in air-gapped, connected on-premises, private cloud, federal cloud, public cloud (multi-tenant), or hybrid scenarios.

A truly enterprise-grade RAG solution requires best-in-class ingestion, retrieval, and answer generation capabilities. These are incredibly challenging to build due to the time and costs involved in training, operating, and maintaining AI models. Pryon’s team has been working on AI models since 2017, and our founding members have been working in this space for many years longer at companies like Apple, Meta, Google, IBM, and Yap (acquired by Amazon to serve as the foundation for Alexa). Pryon's purpose-built and hardened enterprise RAG building blocks obviate the need for building enterprise RAG solutions from scratch and lower TCO because you don’t have to worry about maintaining the AI models or infrastructure.

Pryon Ingestion Engine has been built with encrypted connection pipelines to commonly used enterprise content repositories. Pryon RAG Suite is also SOC 2-compliant, offers document-level user access controls, and integrates with SSO (single sign-on) providers. You can deploy however you’d like, including in fully air-gapped environments.

Pryon RAG Suite can connect to dozens of enterprise content repositories, including SharePoint, Box, Amazon S3, Confluence, Google Drive, Salesforce knowledge articles, Documentum, and more.

Pryon RAG Suite is LLM-agnostic, since you can use APIs to connect to any LLM. While you’re welcome to leverage Pryon’s powerful generative engine to power your RAG solution, you also have the option of combining Pryon Ingestion Engine and Pryon Retrieval Engine with your open source LLM of choice, such as GPT-4, LLaMA 2, LLaMA 3, and Mistral.

Pryon Ingestion Engine can ingest a vast array of multimodal content, including text, images, audio, and video. The Ingestion Engine can ingest millions of pages today and will scale to a billion pages by the end of 2024, all while preserving accuracy.

Pryon RAG Suite offers flexible front-end integrations with interaction modes such as chatbots, interactive voice assistants (IVAs), collaboration tools like Slack, digital avatars, and a Pryon-built web portal.

As a retrieval-augmented generative (RAG) solution, Pryon RAG Suite only produces generative responses based on what it has retrieved from ingested content. Organizations can trust Pryon RAG Suite to only base its outputs off their trusted content, rather than what’s on the Internet more broadly. Additionally, Pryon RAG Suite boasts out-of-domain detection, so it knows when it doesn’t have the right information to answer your question and will tell you so rather than making up an answer.

Pryon Ingestion Engine is both deep and broad in its capabilities. It leverages custom-developed technologies such as optical character recognition (OCR) and vision segmentation to ingest a vast array of multimodal content, including text, images, audio, and video, and understand it like a human would. Additionally, the Ingestion Engine offers connection pipelines to dozens of content sources, including SharePoint, Box, Amazon S3, Confluence, Google Drive, Salesforce knowledge articles, and more.