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Thoughts on the solutions and future of AI, from the people and teams creating it.
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Secure AI Inference Pipelines: Building End-to-End Private RAG with Cyborg & Protopia AI
Unlock the value of your enterprise data without exposing it during retrieval or inference Why “Private” in RAG Still Isn’t Private Enough Retrieval-Augmented Generation (RAG)
Protopia AI Receives $1.25M Direct-to-Phase II Contract from U.S. Air Force
Protopia AI Receives $1.25M Direct-to-Phase II Contract from U.S. Air Force to Demonstrate Stained Glass Transform In partnership with the Air Force Sustainment Center Software Directorate
Protopia AI Now Available on AWS Marketplace
Available through Amazon SageMaker and AWS Marketplace, Protopia Stained Glass Transform (SGT) adds a drop-in privacy layer to protect critical data in enterprise AI applications. SGT enables secure inference on open-weight models, starting with Llama 3.1 8B, and is designed to support high-impact use cases like RAG, document processing, and customer interaction, especially in industries where sensitive or proprietary data would otherwise block adoption.
Big Win for Secure AI Inference: vLLM Adds Prompt Embedding Support
Protopia now supports vLLM’s new prompt embedding feature, enabling secure LLM inference without plaintext at inference. Together, vLMM and Protopia Stained Glass Transforms (SGTs) unlock private, high-performance AI workloads for enterprises handling sensitive data.
Protopia AI and Lambda Partner to Provide Roundtrip Inference Data Protection to Secure LLM Endpoints
Protopia AI announces partnership with Lambda to bring Roundtrip Protection for Secure LLM Inference Endpoints. This the only solution that eliminates plaintext exposure throughout the entire AI inference lifecycle, ensuring clients retain full ownership of their prompts and responses—even in multi-tenant environments. In partnership with Lambda, we empower enterprises to use sensitive data with AI securely while benefiting from Lambda’s high-performance, cost-optimized inference solutions. Ideal for regulated industries or organizations scaling infrastructure, this combined offering closes the final data privacy gap without compromising ROI, performance, or latency.
Securely Build Open LLMs with Protopia AI Stained Glass Transform, accelerated by NVIDIA DGX Cloud
In this blog, we demonstrate how Protopia AI maximizes the protection of sensitive data when working with popular open-source models on NVIDIA DGX Cloud. We provide a step-by-step exploration of the technology and its implementations, along with performance benchmarks.
The Executive’s Guide to Secure Data & Impactful AI | Part 3
This article, the final installment of our three-part series on secure data and impactful AI, outlines key principles and considerations to help you architect data systems and flows for secure and impactful AI.
The Executive’s Guide to Secure Data & Impactful AI | Part 2
Welcome back to our three-part series designed by and for leaders in data, information technology, and AI. In the first installment, we tackled the critical issue of overcoming barriers to data accessibility, exploring strategies to unlock the full potential of your data assets while ensuring compliance and security.
The Executive’s Guide to Secure Data & Impactful AI | Part 1
Overcoming Barriers to Data Accessibility for AI In partnership with Sol Rashidi, former CDAO at Fortune 100 organizations, and best-selling author In today’s business landscape,
Secure AI Inference Pipelines: Building End-to-End Private RAG with Cyborg & Protopia AI
Unlock the value of your enterprise data without exposing it during retrieval or inference Why “Private” in RAG Still Isn’t Private Enough Retrieval-Augmented Generation (RAG)
Protopia AI Receives $1.25M Direct-to-Phase II Contract from U.S. Air Force
Protopia AI Receives $1.25M Direct-to-Phase II Contract from U.S. Air Force to Demonstrate Stained Glass Transform In partnership with the Air Force Sustainment Center Software Directorate
Protopia AI Now Available on AWS Marketplace
Available through Amazon SageMaker and AWS Marketplace, Protopia Stained Glass Transform (SGT) adds a drop-in privacy layer to protect critical data in enterprise AI applications. SGT enables secure inference on open-weight models, starting with Llama 3.1 8B, and is designed to support high-impact use cases like RAG, document processing, and customer interaction, especially in industries where sensitive or proprietary data would otherwise block adoption.
Big Win for Secure AI Inference: vLLM Adds Prompt Embedding Support
Protopia now supports vLLM’s new prompt embedding feature, enabling secure LLM inference without plaintext at inference. Together, vLMM and Protopia Stained Glass Transforms (SGTs) unlock private, high-performance AI workloads for enterprises handling sensitive data.
Protopia AI and Lambda Partner to Provide Roundtrip Inference Data Protection to Secure LLM Endpoints
Protopia AI announces partnership with Lambda to bring Roundtrip Protection for Secure LLM Inference Endpoints. This the only solution that eliminates plaintext exposure throughout the entire AI inference lifecycle, ensuring clients retain full ownership of their prompts and responses—even in multi-tenant environments. In partnership with Lambda, we empower enterprises to use sensitive data with AI securely while benefiting from Lambda’s high-performance, cost-optimized inference solutions. Ideal for regulated industries or organizations scaling infrastructure, this combined offering closes the final data privacy gap without compromising ROI, performance, or latency.
Securely Build Open LLMs with Protopia AI Stained Glass Transform, accelerated by NVIDIA DGX Cloud
In this blog, we demonstrate how Protopia AI maximizes the protection of sensitive data when working with popular open-source models on NVIDIA DGX Cloud. We provide a step-by-step exploration of the technology and its implementations, along with performance benchmarks.
The Executive’s Guide to Secure Data & Impactful AI | Part 3
This article, the final installment of our three-part series on secure data and impactful AI, outlines key principles and considerations to help you architect data systems and flows for secure and impactful AI.
The Executive’s Guide to Secure Data & Impactful AI | Part 2
Welcome back to our three-part series designed by and for leaders in data, information technology, and AI. In the first installment, we tackled the critical issue of overcoming barriers to data accessibility, exploring strategies to unlock the full potential of your data assets while ensuring compliance and security.
The Executive’s Guide to Secure Data & Impactful AI | Part 1
Overcoming Barriers to Data Accessibility for AI In partnership with Sol Rashidi, former CDAO at Fortune 100 organizations, and best-selling author In today’s business landscape,