# Prem Sovereign AI infrastructure and agent tools for organizations handling sensitive data. - Findings24: - ウェブサイト: - 料金: Freemium - カテゴリー: AIエージェント基盤, AI推論プラットフォーム, AIモデルデプロイメント ## Premとは？ Prem is a sovereign AI platform for organizations that need to use models and agents while keeping sensitive data and infrastructure under their control. Its offering includes Enclave, a confidential inference API and deployable infrastructure for running models in hardware-isolated environments, and Fluso, an agent platform for building and deploying agents based on enterprise procedures. Prem’s central purpose is to make private AI workloads verifiable: encrypted payloads are processed in trusted execution environments, with cryptographic attestation used to check enclave integrity before data is sent. The platform is presented for regulated and data-sensitive work across healthcare, financial services, government, legal, and retail settings. ## Premでできること ### Confidential model inference Enclave provides access to language models, vision-language models, and voice transcription through a unified API for private multimodal workloads. ### Hardware-isolated execution Inference runs in trusted execution environments with memory isolation intended to prevent infrastructure operators and host administrators from viewing plaintext data during processing. ### Cryptographic attestation Clients can verify an enclave’s identity and integrity before transmitting a payload, using cryptographic proof rather than relying only on provider assurances. ### OpenAI-compatible API Enclave is described as compatible with existing OpenAI SDKs, allowing developers to connect through a unified endpoint with a client SDK change. ### API or infrastructure deployment Enclave can be accessed through the API dashboard or licensed to run on-premises or in a customer’s own cloud. Prem also offers Fluso for building and deploying enterprise agents based on proprietary standard operating procedures. ## 利用シーン ### Regulatory document review Compliance teams can process sensitive regulatory documents with a model deployed inside their environment. Prem describes a deployment that processes datasets hourly without data leaving that environment. ### Clinical document extraction Healthcare teams can extract structured information from unstructured patient records while keeping the workload within sovereign infrastructure, supporting workflows where public-cloud AI is unsuitable. ### Retail demand forecasting Retail teams can train and run an on-premises forecasting model on proprietary transaction data, using sales patterns across stores without sending them to a third-party API. ## よくある質問 ### How does Prem protect data while a model is running? Enclave processes requests inside hardware-isolated trusted execution environments. Payloads are encrypted on the client, decrypted within the enclave for processing, and the output is re-encrypted before leaving the isolation boundary. ### Can developers verify the environment before sending data? Yes. Enclave supports cryptographic attestation so a client can check the enclave’s identity and integrity before transmitting a payload. ### How can an organization deploy Enclave? The service is available through an API dashboard, and Prem also offers a license to run Enclave on-premises or in the organization’s own cloud. ### What model workloads does Enclave support? The site lists large language models, vision-language models, and secure voice transcription. It describes the API as a unified endpoint for private multimodal inference. ## クイック情報 - **Product type**: Sovereign AI platform and confidential inference infrastructure - **Main offerings**: Enclave confidential inference; Fluso enterprise agent platform - **Listed workloads**: Language models, vision-language models, and voice transcription - **Deployment options**: Enclave API, on-premises, or customer-owned cloud - **Company location**: Lugano, Switzerland