Private AI Tools
Enterprise and developer tools with advanced controls for secure, scalable AI operations
Product Overview
Private AI Enterprise & Developer adds an enterprise control layer on top of PAI Chat and PAI API. It provides central tools for identity and access management, observability, model governance and administration – so security, compliance and platform teams can manage how AI is used across the organisation, while developers keep working with the same familiar PAI Chat and PAI API interfaces.
With Private AI Enterprise & Developer you centralise authentication, API key management, model access and user settings in one place. It integrates with your existing identity systems (e.g. Safe Swiss Cloud IAM or Microsoft Entra), offers detailed logging and analytics for all PAI traffic, and gives you predictable, enterprise-ready pricing based on a fixed monthly fee, per PAI Chat user and per million tokens.
Key Features
PAI Chat Administration
PAI Tools provides customers with the ability to manage their PAI Chat instance and administer its various functions. It allows them to create, delete and manage their own users and groups, configure “Models (create own customer model)”, “Knowlege (collections of files)”, “Prompts (templates)” and “Skills (process)”. The administrators can configure various defaults, like e.g. if web search should be turned off by default.
Enterprise Identity & Custom Authentication
Private AI Tools provides access to an interface for central identity and access management for all PAI Chat users. It allows integration with systems like Safe Swiss Cloud’s IAM or Microsoft Entra. Access keys and credentials can be managed centrally instead of in individual applications, simplifying operations and reducing security risk.
Model Access Management
The PAI Tools allow customers to decide which models to make available and to which users and groups.
This can be used, for example, to keep AI usage aligned with governance, risk and cost rules, for example by restricting certain models to test or approved production environments.
Logging and Analytics
Private AI Toolsr offers the ability to determine what is logged and look at analytics. It makes it possible to analyse usage by model, team, project or environment. These insights support optimisation of cost and performance and provide the audit trails required for internal and external compliance.
Transparent Pricing
Private AI Tools uses a pricing model with a fixed base amount per month, a fee per PAI Chat user and a per-million-tokens component across PAI API and PAI Chat. This structure makes it easy to start with pilots, scale to wider adoption and always understand how costs relate to users and actual AI consumption.
Governance and Policy Controls for AI Usage
PAI Tools allows administrators to configure various parameters affecting the governance of the platform. They can control data retention and logging, and ensure that AI usage stays within regulatory and internal policy boundaries.
Ready for PAI Tools for Enterprises & Developers?
In our free briefing, we show you how to use PAI Enterprise & Developer productively and securely in the company – without data risks and compliance concerns.
Service Description
PAI Tools extends the standard Private AI offering with the administrative and operational capabilities that developers and enterprise IT teams need to run AI services at scale. It gives customers direct control over users, identity integration and observability — without giving up the fully managed nature of the underlying platform.
The following service details describe what is included and how it is billed:
- Administrative access to PAI Chat: Customers receive administrator access to the PAI Chat web client, enabling them to manage their own users, groups and permissions directly.
- IAM integration and self-service: Self-service integration with the customer’s existing Identity and Access Management (IAM) system, so users can be managed centrally alongside other enterprise applications. Safe Swiss Cloud also offers a fully managed IAM as an option for customers without one in place.
- Monitoring and observability: Built-in monitoring and observability tooling provides the visibility needed for day-to-day operations and troubleshooting.
- Pricing: Billed as a fixed monthly fee, scaled to deployment size. Please contact sales for a quotation.
LLM Models at Safe Swiss Cloud: Core Characteristics
Choose from a rich catalog of sovereign LLMs – all with the same strict privacy and compliance guarantees. Safe Swiss Cloud’s Private AI (PAI) services combine a broad selection of open-source LLMs with a consistent security, privacy and compliance foundation. You keep full control over data, infrastructure and model choice, while we provide the sovereign hosting and operational excellence
Which LLM Models are supported by PAI?
SSC provides access to the following open source large language models. These are provided as-is with no warranties:
| Model | Type | Details |
| apertus-8b | Chat | Optimized for multilingual dialogue use cases. |
| apertus-70b | Chat | Optimized for multilingual dialogue use cases. |
| bge-m3 | Embedding | Optimized for Embeddings and parse retrieval with support for Multi-Functionality, Multilinguality, and Multi-Granularity. |
| bge-reranker | Reranker | Optimized for Reranker to get relevance score. |
| deepseekr1-70b | Chat | Optimised for reasoning chat completions |
| gemma-12b-it | Multimodal | Optimized for handling text and image input and generating text output. |
| gpt-oss-120b | Chat | Optimized for powerful reasoning, agentic tasks, and versatile developer use cases. |
| granite-33-8b | Chat | Optimized for Reasoning and instruction-following capabilities. |
| granite-emb-278m | Embedding | Optimized for Embeddings. |
| granite-vision-2b | Multimodal | Optimized for compact and efficient vision-language model |
| llama33-70b | Chat only | Optimized for multilingual dialogue use cases. |
| llama4-maverick | Chat and multimodal | Optimized for text and multimodal experiences. |
| llama4-scout-17b | Chat and multimodal | Optimized for text and multimodal experiences. |
| mistral-v03-7b | Chat only | Optimized for multilingual dialogue use cases. |
| qwen3-8b | Reasoning | Optimized for thinking and reasoning. |
| qwq-32b | Reasoning | Optimized for thinking and reasoning. |
| qwen3-vi-235b | Multimodal | Optimized for text and multimodal experiences. |
| qwq25-vl-72b | Multimodal | Optimized for compact and efficient vision-language model. |
| Whisperx | Speech to Text | For converting speech to text. |
Other commercial or proprietary LLMs can also be integrated depending on licensing and infrastructure requirements.
Characteristics of all Private AI Services
Private AI (PAI) involves SSC providing Customers with sovereign Private AI solutions. The following service characteristics apply to all of Safe Swiss Cloud‘s PAI services.
- Multi-lingual LLMs provide you access to knowledge from any language with results being delivered in your own language.
- Choice of models: Select from a large catalogue of open large language models (LLMs) including DeepSeek, Llama4-Maverick, Apertus, Mistral and many more.
- Sovereign AI by design: All LLMs are privately hosted in Switzerland, by Swiss owned entities. Your data always stays under your control. Your data is processed strictly in accordance with Swiss and privacy regulatio
- Privacy: Your data is processed strictly in accordance with with the Swiss Data Privacy Act (DSG) and EU GDPR.
- No Training, Retraining or Fine Tuning of the LLMs with your data.
- ISO Certifications: 27001, 27017, 27018.
- Conforms to the C5 and NIS2 standards
- 100% hosted in Swiss data centers under Swiss control.
Why Private AI?
Sovereignty matters
Public AI is useful—but it can conflict with enterprise privacy, compliance and change control. Private AI keeps prompts, data and outputs inside your perimeter, with model versions you govern.
AI systems hosted by US-controlled providers fall under the US CLOUD Act, even when infrastructure is outside the US. That exposure conflicts with Swiss/EU data-protection expectations. Hosting in Swiss sovereign infrastructure under Swiss control avoids this risk.
Safe Swiss Cloud commitments
- Full privacy: Data is used strictly to provide the contracted service—no training on your proprietary data unless you opt in.
- Hosted by Safe Swiss Cloud in Swiss data centres.
- Swiss law & control: Services run under Swiss law (aligned with EU law); all service entities are Swiss-controlled.
- Not subject to US CLOUD Act coercion: As a fully Swiss-controlled IT group, Safe Swiss Cloud cannot be compelled to disclose customer data by US law.
Outcome: predictable operations, regulatory alignment (GDPR, DSG, FINMA, DORA) and audit-ready AI.
PAI Tools Pricing
| Product | Description | Units | Price in CHF / EUR |
|---|---|---|---|
| PAI Tools for PAI Chat | User Management (self service) IAM integration Role based model access | Fixed | 100.- |
How to get started
- Initial briefing – We assess your goals, compliance requirements, and current IT landscape to determine the optimal AI architecture.
- Architecture design – Together we select suitable LLMs, integration points, and hosting options that fit your strategy.
- Implementation – We deploy and integrate the AI environment, connecting it to your internal systems securely and efficiently.
FAQ
Questions and answers about Private AI by Safe Swiss Cloud
Private AI at Safe Swiss Cloud means three things:
- Customer data — prompts, replies, and AI output — is never used to train models.
- Customer data is handled in accordance with the Swiss Data Protection Act (DSG) and the EU’s GDPR, ensuring full privacy compliance.
- The infrastructure is sovereign, meaning it is not subject to arbitrary service interruptions for non-technical reasons.
Safe Swiss Cloud’s Private AI complies fully with the revised Swiss Data Protection Act (CH DSG) and the EU GDPR.
No. Prompts and responses are not stored in logs and therefore cannot be viewed or traced by Safe Swiss Cloud staff.
Yes. Every customer receives their own dedicated front end and RAG (Retrieval-Augmented Generation) system. Prompts are fully isolated from one another and have no cross-customer side effects.
Yes. This option is more expensive because it involves dedicated GPUs for a single customer. It is a viable solution for customers with sufficient workload volume and strict compliance requirements for a dedicated AI infrastructure.
Swiss law requires that Safe Swiss Cloud may only hand over customer data to non-Swiss or foreign governments if a warrant issued by a Swiss court under Swiss law has been served. This provides a robust legal barrier against extraterritorial data access requests.
Yes. The technical privacy features, together with the regulatory frameworks of the Swiss Data Protection Act and the EU GDPR, ensure that the Private AI environment is suitable for regulated data, including healthcare and financial data.
Yes. Safe Swiss Cloud offers dedicated GPU and storage clusters for individual customers.
Backups are always encrypted. Snapshots of an encrypted volume are also encrypted. Customers can additionally choose to encrypt data at rest, which ensures that all snapshots remain encrypted and cannot be used in any way other than intended.
We use open-source models accessible via the industry-standard OpenAI API. This allows customers to switch models and providers as needed, without being locked into proprietary formats or interfaces.
All AI data and models are stored and processed exclusively in Switzerland.
Safe Swiss Cloud uses open-source models and does not train — or contribute to training — these models. As a result, customer data (prompts, AI output, logs, etc.) is never used for any purpose other than what the customer explicitly requests. This prevents confidential information from inadvertently entering the public domain.
Many publicly available AI services silently use customer data for training. For example, an employee who uploads a file containing confidential information to a public AI service may see that data incorporated into a future large language model (LLM) iteration — potentially enabling a competitor to retrieve proprietary information in a future query.
Safe Swiss Cloud offers an SLA with 99.9% uptime. For paid support plans, the guaranteed response time is a maximum of one hour.
We offer services to develop MCP (Model Context Protocol) servers for connecting AI systems to enterprise data sources and workflows.
Safe Swiss Cloud offers paid support packages with 24/7 coverage. For details, please visit our Support Services page.
Safe Swiss Cloud is ISO 27001, ISO 27017, and ISO 27018 certified and audited annually. This ensures that an Information Security Management System (ISMS) is in place, that the necessary standards for protecting Personally Identifiable Information (PII) are met, and that additional security and privacy measures for cloud environments are implemented.
Safe Swiss Cloud also complies with a range of industry-specific standards, including FINMA and BaFin (finance), HIPAA and FMH (healthcare), EU GDPR and Swiss DSG (data protection), as well as C5 and NIS2.
Large Language Models are accessed via the industry-standard OpenAI API. Interfaces to enterprise data are based on the Model Context Protocol (MCP) standard. Together, these ensure a very high degree of interoperability between systems, making it straightforward to switch models or providers.
Like all AI service providers — including the major international public cloud providers — Safe Swiss Cloud does not guarantee specific performance levels for AI workloads. However, a large pool of high-performance GPUs and dynamic capacity management have been implemented to ensure strong performance under normal operating conditions.
