# PREM SA
*Also known as PREM*

- Website: https://www.premai.io
- Location: Lugano, Switzerland
- Agent profile: https://nowen.ai/agents/premai-io
- Industry: Enterprise AI

> Prem AI is an applied AI research organization delivering sovereign, private, verifiable AI for enterprise environments.

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.

## Products & Services

### [Enclave](https://www.premai.io/enclave-api)
*Product*
Provides secure and private AI deployment with verifiable data integrity for enterprises.

- **Cross-environment deployment** — Supports Any Environment
- **Data sovereignty** — Ensures Data Control
- **Verifiable hardware privacy** — Authenticates Hardware Integrity
- **Data Privacy Attestation** — Verify Data Privacy
- **End-to-End Encrypted Private Inference** — Ensure Confidential Inference
- **Memory isolation and encrypted RAM** — Secures Data Access
- **Zero-trust auditability** — Ensures Trust and Accountability
- **GPU-Accelerated Performance** — Achieve High-Speed Performance
- **OpenAI-Compatible API** — Easily Transition to Enclave
- **Post-Quantum Secure** — Future-Proof Your Security
- **Post-quantum security** — Future-Proof Encryption
- **Multi-GPU attestation** — Guarantees Model Integrity
- **Low Latency** — Minimize Response Time
- **Bring Your Own Compute (BYOC)** — Maximize Existing Infrastructure
- **Multi-Modal Private Inference** — Integrate Various Modalities

### [Fluso](https://fluso.ai/)
*Product*
Fluso optimizes healthcare operations while ensuring data privacy and security.

- **50+ Models With Fast Private Inference** — Access 50+ Models Quickly
- **Auditable Outputs and Source Tracing** — Ensure Auditability
- **Data Stays On Your Systems** — Maintain Data Sovereignty
- **Private Healthcare Agent** — Utilize a Private Assistant
- **Compliance with Regulations** — Meet Regulatory Standards
- **Workflow Learning and Clinical Language** — Adapt to Your Practices

### [Prem Studio](https://www.premai.io/studio)
*Product*
Empower your workflows with private, customized AI models in a secure environment.

- **Model Ownership and Self-Hosting** — Maintain Full Control
- **Train and Deploy Private AI** — Secure Data Processing
- **Faster Deployment** — Accelerate Time to Market
- **Quick Model Creation** — Swift Model Development
- **Dataset Management** — Organize Data Effectively
- **Model Compression** — Optimize Performance
- **Structured Data Creation** — Facilitate Data Usage

### [Cyberscan](http://cyberscan.prem.io)
*Product*
Detects vulnerabilities and enhances security frameworks for organizations.

- **Vulnerability Detection** — Identifies Security Weaknesses
- **Beta Release Status** — Engage in Early Feedback

### Prem API
*Product*
Delivers private, rapid responses with robust data protection for enterprises.

- **End-to-end encryption** — Protects Data Privacy
- **No data stored** — Ensures Data Control
- **Sovereign data control** — Maintains Data Sovereignty
- **Low latency** — Delivers Fast Responses
- **One API for private modalities** — Consolidates AI Access

### [Sotto](https://sotto.prem.io/)
*Product*
Effortlessly transcribe audio with privacy and speed using Sotto.

- **Deepgram Transcription Inside Enclave** — Transcribe Audio Securely
- **End-to-End Encryption** — Ensure Complete Data Security
- **Low Latency** — Achieve Real-Time Transcription
- **Push-to-Talk Dictation on macOS** — Dictate with Simplicity

## Market Segments

- **Confidential computing** (market size $6.1B, CAGR 62%): 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.
- **AI data preparation and model deployment** (market size $55.0B, CAGR 22%): Preparation, normalization, enrichment, and delivery of AI-ready data plus model deployment capabilities and on-demand GPU resources to operationalize ML/AI workloads.
- **Clinical workflow automation** (market size $13.0B, CAGR 14%): 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.
- **AI Governance and Compliance for Security Operations** (market size $232M, CAGR 22%): Frameworks, auditing, and controls that ensure transparent, auditable AI decisions in security workflows, supporting regulatory compliance and zero‑trust AI architecture.