{"schemaVersion":1,"profileUrl":"https://nowen.ai/agents/premai-io","markdownUrl":"https://nowen.ai/agents/premai-io.md","jsonUrl":"https://nowen.ai/agents/premai-io.json","name":"PREM SA","nickname":"PREM","website":"https://www.premai.io","location":"Lugano, Switzerland","address":{"city":"Lugano","country":"Switzerland"},"industry":"Enterprise AI","status":{"trust":"unclaimed","text":"Unclaimed: compiled by Nowen from public sources, not reviewed by the company"},"updatedAt":"2026-09-06T23:50:35.454Z","summary":"Prem AI is an applied AI research organization delivering sovereign, private, verifiable AI for enterprise environments.","description":"Prem AI is an applied AI research organization delivering sovereign, private, and verifiable AI for enterprise environments. It focuses on privacy-preserving AI that can be deployed in customers’ own environments and govern data provenance and auditability. The organization serves regulated industries such as healthcare, financial services, and government, helping clients build private AI capabilities that operate on their own infrastructure, with data staying under their control. It emphasizes ownership of data, governance, and security, offering an on-premise compute ecosystem, cryptographic attestations, and end-to-end privacy protections to enable private inference, training, and collaboration without data leaving customer premises. The team conducts research and builds scalable tools to support enterprise AI adoption while prioritizing privacy, compliance, and verifiability.","mission":"Prem delivers sovereign AI that is verifiable, private, and compounding.","directory":{"industryName":"Enterprise AI","agentCount":87,"indexable":true,"hubUrl":"https://nowen.ai/industry/enterprise-ai"},"aiReaderFamilies":["Anthropic","Perplexity","Meta","Amazon"],"products":[{"name":"Enclave","type":"Product","url":"https://www.premai.io/enclave-api","summary":"Provides secure and private AI deployment with verifiable data integrity for enterprises.","description":"Enclave is the encrypted compute layer for sovereign AI. It runs frontier models on GPUs that stay encrypted end to end and verifiable at every layer, across on-premises, in your VPC, or in multi-cloud environments. Enclave API enables scalable, privacy-first private inference with end-to-end encrypted and cryptographically attested processes.","pricing":{},"features":[{"name":"Cross-environment deployment","value":"Supports Any Environment","valueDescription":"Enclave's flexibility allows deployment in various environments, ensuring consistent security and compliance."},{"name":"Data sovereignty","value":"Ensures Data Control","valueDescription":"Keeps data within your specified regulatory boundaries, enhancing privacy and compliance."},{"name":"Verifiable hardware privacy","value":"Authenticates Hardware Integrity","valueDescription":"Verifiable attestation guarantees that computations are secure and data remains private from all external access."},{"name":"Data Privacy Attestation","value":"Verify Data Privacy","valueDescription":"Assures data privacy by guaranteeing cryptographic evidence of data security."},{"name":"End-to-End Encrypted Private Inference","value":"Ensure Confidential Inference","valueDescription":"Protects sensitive information during processing, ensuring data never leaves the secure environment."},{"name":"Memory isolation and encrypted RAM","value":"Secures Data Access","valueDescription":"Memory isolation prevents unauthorized access, ensuring sensitive data remains confidential during processing."},{"name":"Zero-trust auditability","value":"Ensures Trust and Accountability","valueDescription":"Enables full audit trails of actions taken within enclaves, supporting compliance and governance needs."},{"name":"GPU-Accelerated Performance","value":"Achieve High-Speed Performance","valueDescription":"Leverages powerful hardware to enhance processing speed for private inferences."},{"name":"OpenAI-Compatible API","value":"Easily Transition to Enclave","valueDescription":"Allows for seamless integration with existing tools, reducing deployment friction."},{"name":"Post-Quantum Secure","value":"Future-Proof Your Security","valueDescription":"Ensures data remains secure even in the face of emerging quantum computing challenges."},{"name":"Post-quantum security","value":"Future-Proof Encryption","valueDescription":"Prepares your infrastructure against potential quantum computing threats, ensuring long-term data security."},{"name":"Multi-GPU attestation","value":"Guarantees Model Integrity","valueDescription":"Ensures that only validated models are executed in your environment, enhancing security across computing resources."},{"name":"Low Latency","value":"Minimize Response Time","valueDescription":"Delivers rapid results to meet client needs promptly while maintaining security."},{"name":"Bring Your Own Compute (BYOC)","value":"Maximize Existing Infrastructure","valueDescription":"Utilize current hardware configurations while enhancing security and privacy."},{"name":"Multi-Modal Private Inference","value":"Integrate Various Modalities","valueDescription":"Facilitates the use of different types of AI models, enhancing flexibility and functionality."}]},{"name":"Fluso","type":"Product","url":"https://fluso.ai/","summary":"Fluso optimizes healthcare operations while ensuring data privacy and security.","description":"Fluso is a private AI workspace that automates healthcare processes directly within your environment. It efficiently manages clinical workflows, ensuring patient data remains secure and assists in decision-making with auditable results linked to sources.","pricing":{},"features":[{"name":"50+ Models With Fast Private Inference","value":"Access 50+ Models Quickly","valueDescription":"Utilize a variety of leading models tailored for healthcare, enabling rapid and secure request processing."},{"name":"Auditable Outputs and Source Tracing","value":"Ensure Auditability","valueDescription":"Maintain compliance and transparency by linking all outputs to their original data sources for thorough audits."},{"name":"Data Stays On Your Systems","value":"Maintain Data Sovereignty","valueDescription":"Ensure patient privacy by processing data locally, eliminating external data exposure."},{"name":"Private Healthcare Agent","value":"Utilize a Private Assistant","valueDescription":"Enhance operational efficiency with an AI agent tailored for healthcare tasks, preserving patient confidentiality."},{"name":"Compliance with Regulations","value":"Meet Regulatory Standards","valueDescription":"Operates within compliance frameworks, providing peace of mind regarding data security and handling."},{"name":"Workflow Learning and Clinical Language","value":"Adapt to Your Practices","valueDescription":"Customize interactions and outputs by integrating naturally into existing medical workflows and terminologies."}]},{"name":"Prem Studio","type":"Product","url":"https://www.premai.io/studio","summary":"Empower your workflows with private, customized AI models in a secure environment.","description":"Prem Studio enables organizations to train and deploy customized AI models on private data. It provides tools for dataset management, model deployment, and ensures strong data control while keeping all operations within the user’s infrastructure.","pricing":{},"features":[{"name":"Model Ownership and Self-Hosting","value":"Maintain Full Control","valueDescription":"Ensure full ownership of the AI models, empowering organizations to tailor and deploy them as per their unique requirements without external dependencies."},{"name":"Train and Deploy Private AI","value":"Secure Data Processing","valueDescription":"Implement specialized AI solutions without worrying about data exposure, as all operations take place in secure, private enclaves."},{"name":"Faster Deployment","value":"Accelerate Time to Market","valueDescription":"Significantly reduce the manual effort required for deployment, enabling teams to concentrate on building intelligence rather than managing data."},{"name":"Quick Model Creation","value":"Swift Model Development","valueDescription":"Rapidly develop and deploy models tailored to specific tasks or organizational needs, enhancing efficiency and productivity."},{"name":"Dataset Management","value":"Organize Data Effectively","valueDescription":"Streamline your data handling by converting unstructured sources into organized datasets, allowing for easy access and quality management."},{"name":"Model Compression","value":"Optimize Performance","valueDescription":"Create efficient models that enhance processing speed while maintaining the quality and functionality required for specific tasks."},{"name":"Structured Data Creation","value":"Facilitate Data Usage","valueDescription":"Transform raw data into actionable insights by systematically organizing it for various applications in the workflow."}]},{"name":"Cyberscan","type":"Product","url":"http://cyberscan.prem.io","summary":"Detects vulnerabilities and enhances security frameworks for organizations.","description":"Cyberscan is a Beta security agent for vulnerability detection, enabling organizations to identify and address security weaknesses effectively.","pricing":{},"features":[{"name":"Vulnerability Detection","value":"Identifies Security Weaknesses","valueDescription":"Cyberscan continuously scans systems to identify vulnerabilities, helping organizations strengthen their security posture."},{"name":"Beta Release Status","value":"Engage in Early Feedback","valueDescription":"Organizations can participate in shaping the product by providing insights as it evolves through the Beta phase."}]},{"name":"Prem API","type":"Product","url":"","summary":"Delivers private, rapid responses with robust data protection for enterprises.","description":"Prem API provides a single API for private modalities. All requests are end-to-end encrypted, never stored, and answered in under 200ms, with data never leaving the customer’s environment.","pricing":{},"features":[{"name":"End-to-end encryption","value":"Protects Data Privacy","valueDescription":"Ensures that all data transmitted via the API is securely encrypted, preventing unauthorized access during transmission."},{"name":"No data stored","value":"Ensures Data Control","valueDescription":"Guarantees that customer data is not retained or accessible post-processing, maintaining privacy."},{"name":"Sovereign data control","value":"Maintains Data Sovereignty","valueDescription":"Guarantees that all processing happens within the customer's infrastructure, ensuring compliance with data regulations and policies."},{"name":"Low latency","value":"Delivers Fast Responses","valueDescription":"Provides immediate feedback on requests, enhancing user experience and operational efficiency."},{"name":"One API for private modalities","value":"Consolidates AI Access","valueDescription":"Simplifies integration by allowing access to multiple AI functionalities through one comprehensive API."}]},{"name":"Sotto","type":"Product","url":"https://sotto.prem.io/","summary":"Effortlessly transcribe audio with privacy and speed using Sotto.","description":"Sotto is a macOS menu bar app for push-to-talk dictation. Audio is transcribed by a Deepgram model running inside Prem’s hardware-encrypted Enclave with end-to-end privacy and latency under 200ms.","pricing":{},"features":[{"name":"Deepgram Transcription Inside Enclave","value":"Transcribe Audio Securely","valueDescription":"Leveraging Deepgram's powerful AI, Sotto processes your audio confidentially, ensuring no data leaves your security perimeter, thus protecting sensitive information during transcription."},{"name":"End-to-End Encryption","value":"Ensure Complete Data Security","valueDescription":"All data processed in Sotto is encrypted from origin to destination, preventing unauthorized access and ensuring compliance with privacy regulations."},{"name":"Low Latency","value":"Achieve Real-Time Transcription","valueDescription":"Enjoy seamless interaction with near-instantaneous transcription, improving user experience and workflow efficiency."},{"name":"Push-to-Talk Dictation on macOS","value":"Dictate with Simplicity","valueDescription":"Easily dictate audio via a convenient menu bar application, making it straightforward to capture thoughts and notes without complicated setups."}]}],"audiences":[],"segments":[{"name":"Confidential computing","description":"Hardware-encrypted enclaves and cryptographic attestation that enable end-to-end encrypted private inference and verifiable execution across on-premises, VPC, and multi-cloud environments.","size":6.09,"cagr":62,"color":1,"productNames":["Enclave","Prem API","Prem Studio","Fluso","Sotto"],"methodology":"I used recent market-research entries in the provided results. For baseline market size I prioritized the 2024 figure reported by Market Research Future (USD 6.09B). Multiple forecasts (MarketsandMarkets, Mordor Intelligence) project very rapid expansion and report CAGRs around ~62% for near-term forecast windows; others present a wider range (35%–95%). Given the cluster of reputable reports showing ~60–63% CAGR for the 2023–2028 / 2026–2031 windows, I selected a central growth-potential estimate of 62% while noting inter-report variance.","citations":[{"url":"https://www.marketresearchfuture.com/reports/confidential-computing-market-31596","text":"2024 Market Size$ 6.09 Billion"},{"url":"https://www.marketsandmarkets.com/Market-Reports/confidential-computing-market-27796261.html","text":"projected to grow from US$5.3 billion in 2023 to US$59.4 billion in 2028 at a CAGR of 62.1%"},{"url":"https://www.mordorintelligence.com/industry-reports/confidential-computing-market","text":"Market Size (2026) USD 15.15 Billion; CAGR (2026-2031) 62.74% forecast"},{"url":"https://confidentialcomputing.io/resources/white-papers-reports/","text":"Everest Group ... projected to grow at a CAGR of 90%-95% to reach US$54 billion in 2026"},{"url":"https://www.zionmarketresearch.com/report/confidential-computing-market","text":"Market Size in 2024 USD 5.89 Billion; CAGR (2025-2034) 48.5%"}]},{"name":"AI data preparation and model deployment","description":"Preparation, normalization, enrichment, and delivery of AI-ready data plus model deployment capabilities and on-demand GPU resources to operationalize ML/AI workloads.","size":55,"cagr":22,"color":2,"productNames":["Prem Studio","Enclave","Prem API"],"methodology":"Estimate synthesized from segment-level market figures in the results: AI data management (~USD 46.8B in 2026), AI data readiness platforms (~USD 5.8B in 2026), AI training datasets (~USD 3.9–4.4B in 2026), and MLOps/model-deployment (~USD 4.5B in 2026). Summing these segment estimates yields ~USD 61–62B in 2026; to avoid double-counting (overlap between data management/readiness/labeling and dataset services) the consolidated, conservative market-size estimate for “AI data preparation and model deployment” is ~USD 55B (2026-equivalent). Growth potential (CAGR ~22%) is based on reported CAGRs across these submarkets (data management ~22.3%, training datasets ~22–23%, data readiness ~18.3%, MLOps higher but on smaller base), producing a weighted, moderate-growth outlook (~22% CAGR).","citations":[{"url":"https://www.precedenceresearch.com/ai-data-management-market","text":"Market Size in 2026: USD 46.82 Billion"},{"url":"https://www.snsinsider.com/reports/ai-data-readiness-platforms-market-10794","text":"Market Size in 2026E: USD 5.80 Billion"},{"url":"https://www.factmr.com/report/ai-training-dataset-market","text":"Estimated Value (2026): USD 3.9 Bn"},{"url":"https://www.businessresearchinsights.com/market-reports/machine-learning-operations-mlops-market-109238","text":"Valued at USD 4.51 billion in 2026, projected to touch USD 73.71 billion by 2035"}]},{"name":"Clinical workflow automation","description":"Automation of care and administrative workflows including automated documentation, cross-system task orchestration, role-based access controls, and auditable process execution to reduce manual work and improve compliance.","size":13,"cagr":14,"color":3,"productNames":["Fluso","Prem Studio","Prem API","Sotto"],"methodology":"Multiple independent market reports for “clinical workflow”/“clinical workflow solutions/automation” show 2024–2025 market values in the $12–14B range and 10–16%+ forecast CAGRs. Precedence/BioSpace and Future Market Insights (solutions) report ~USD 12–14B (2024–2025) with CAGRs ~13–16%; MarketsandMarkets and TrendX (narrower automation/software scopes) report smaller bases but similar mid-teens growth. I selected a midpoint market size (~USD 13.0B) and a consensus CAGR (~14.0%) to reflect the range and differing scopes across sources.","citations":[{"url":"https://www.precedenceresearch.com/clinical-workflow-solutions-market","text":"projected to grow from USD 13.61 billion in 2025 to USD 46.77 billion by 2035, registering a CAGR of 13.14%."},{"url":"https://www.biospace.com/press-releases/clinical-workflow-solutions-market-size-to-hit-usd-42-7-bn-by-2034","text":"was exhibited at USD 11.96 billion in 2024 and is projected to hit around USD 42.7 billion by 2034"},{"url":"https://www.futuremarketinsights.com/reports/clinical-workflow-solutions-market","text":"projected to grow from USD 14.1 billion in 2025 to USD 62.1 billion by 2035, at a CAGR of 16.0%."},{"url":"https://www.marketsandmarkets.com/Market-Reports/clinical-workflow-solution-market-146901412.html","text":"transition from USD 9.1 billion in 2020 to USD 18.1 billion by 2025, showcasing a strong CAGR of 14.8%."},{"url":"https://trendxinsights.com/syndicated-market-research-reports/clinical-workflow-automation-software-market/","text":"projected to grow from USD 2.86 Bn in 2025 to USD 9.43 Bn by 2034, registering a CAGR of 14.20%."}]},{"name":"AI Governance and Compliance for Security Operations","description":"Frameworks, auditing, and controls that ensure transparent, auditable AI decisions in security workflows, supporting regulatory compliance and zero‑trust AI architecture.","size":0.2318,"cagr":22,"color":4,"productNames":["Cyberscan","Enclave"],"methodology":"Estimate uses the focused “AI for security compliance” market sizing as primary (PrecedenceResearch: USD 231.8M in 2025, CAGR 22%). Broader AI governance and AI‑security/platform studies (MarketsandMarkets, GMI, FMI) show larger adjacent markets and higher CAGR ranges (11–45%), which corroborate upside potential; the narrow segment for governance+compliance in security operations is best represented by the PrecedenceResearch figure and its 22% CAGR.","citations":[{"url":"https://www.precedenceresearch.com/ai-for-security-compliance-market","text":"The global AI for security compliance market size was calculated at USD 231.80 million in 2025; CAGR, 2026 - 2035: 22.00%."},{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-governance-market-176187291.html","text":"The global AI governance market is projected to grow from USD 0.89 billion in 2024 to USD 5.78 billion by 2029, CAGR of 45.3%."},{"url":"https://www.gminsights.com/industry-analysis/ai-governance-market","text":"The global AI governance market reached USD 839.2 million in 2025; CAGR (2026–2035): 31.4%."},{"url":"https://www.futuremarketinsights.com/reports/ai-security-platforms-market","text":"The AI security platforms market was valued at USD 3.5 billion in 2025 and is expected to grow at a CAGR of 22.0% (2026–2036)."}]}],"faq":[],"comparisons":[],"sources":[{"url":"https://www.premai.io","text":"PREM SA"},{"url":"https://www.premai.io/enclave-api","text":"Enclave"},{"url":"https://fluso.ai/","text":"Fluso"},{"url":"https://www.premai.io/studio","text":"Prem Studio"},{"url":"http://cyberscan.prem.io","text":"Cyberscan"},{"url":"https://sotto.prem.io/","text":"Sotto"},{"url":"https://www.marketresearchfuture.com/reports/confidential-computing-market-31596","text":"2024 Market Size$ 6.09 Billion"},{"url":"https://www.marketsandmarkets.com/Market-Reports/confidential-computing-market-27796261.html","text":"projected to grow from US$5.3 billion in 2023 to US$59.4 billion in 2028 at a CAGR of 62.1%"},{"url":"https://www.mordorintelligence.com/industry-reports/confidential-computing-market","text":"Market Size (2026) USD 15.15 Billion; CAGR (2026-2031) 62.74% forecast"},{"url":"https://confidentialcomputing.io/resources/white-papers-reports/","text":"Everest Group ... projected to grow at a CAGR of 90%-95% to reach US$54 billion in 2026"},{"url":"https://www.zionmarketresearch.com/report/confidential-computing-market","text":"Market Size in 2024 USD 5.89 Billion; CAGR (2025-2034) 48.5%"},{"url":"https://www.precedenceresearch.com/ai-data-management-market","text":"Market Size in 2026: USD 46.82 Billion"},{"url":"https://www.snsinsider.com/reports/ai-data-readiness-platforms-market-10794","text":"Market Size in 2026E: USD 5.80 Billion"},{"url":"https://www.factmr.com/report/ai-training-dataset-market","text":"Estimated Value (2026): USD 3.9 Bn"},{"url":"https://www.businessresearchinsights.com/market-reports/machine-learning-operations-mlops-market-109238","text":"Valued at USD 4.51 billion in 2026, projected to touch USD 73.71 billion by 2035"},{"url":"https://www.precedenceresearch.com/clinical-workflow-solutions-market","text":"projected to grow from USD 13.61 billion in 2025 to USD 46.77 billion by 2035, registering a CAGR of 13.14%."},{"url":"https://www.biospace.com/press-releases/clinical-workflow-solutions-market-size-to-hit-usd-42-7-bn-by-2034","text":"was exhibited at USD 11.96 billion in 2024 and is projected to hit around USD 42.7 billion by 2034"},{"url":"https://www.futuremarketinsights.com/reports/clinical-workflow-solutions-market","text":"projected to grow from USD 14.1 billion in 2025 to USD 62.1 billion by 2035, at a CAGR of 16.0%."},{"url":"https://www.marketsandmarkets.com/Market-Reports/clinical-workflow-solution-market-146901412.html","text":"transition from USD 9.1 billion in 2020 to USD 18.1 billion by 2025, showcasing a strong CAGR of 14.8%."},{"url":"https://trendxinsights.com/syndicated-market-research-reports/clinical-workflow-automation-software-market/","text":"projected to grow from USD 2.86 Bn in 2025 to USD 9.43 Bn by 2034, registering a CAGR of 14.20%."},{"url":"https://www.precedenceresearch.com/ai-for-security-compliance-market","text":"The global AI for security compliance market size was calculated at USD 231.80 million in 2025; CAGR, 2026 - 2035: 22.00%."},{"url":"https://www.marketsandmarkets.com/Market-Reports/ai-governance-market-176187291.html","text":"The global AI governance market is projected to grow from USD 0.89 billion in 2024 to USD 5.78 billion by 2029, CAGR of 45.3%."},{"url":"https://www.gminsights.com/industry-analysis/ai-governance-market","text":"The global AI governance market reached USD 839.2 million in 2025; CAGR (2026–2035): 31.4%."},{"url":"https://www.futuremarketinsights.com/reports/ai-security-platforms-market","text":"The AI security platforms market was valued at USD 3.5 billion in 2025 and is expected to grow at a CAGR of 22.0% (2026–2036)."}]}