PAI Agentic
Autonomous Workflows: From Prompt to Action
Product Overview
Agentic AI with PAI brings intelligent decision-making directly into your automated workflows. Systems call the LLM via API and let it determine the next action for each input, combining deterministic workflow execution with reasoning at every step. Your workflow engine handles tasks reliably, while the LLM adds the intelligence needed for complex, multi-step processes such as interpreting requests, selecting the right system actions and adapting to changing context – all inside your sovereign Private AI environment.
This turns business logic into secure, self-running workflows that connect internal systems like ERP, CRM, email and databases. Typical applications include procurement and RFP automation, document lifecycle management and customer service routing. Organisations benefit from consistent execution across teams, fewer manual steps, shorter response times and full transparency through activity logs and audit trails. It is a fully supported path to smart, compliant automation with Agentic AI.
Features
Workflow Design, Development and Maintenance
Safe Swiss Cloud works with your teams to design and implement Agentic AI workflows that map business processes into reliable, multi-step automations. This includes modelling the workflow, defining where the LLM makes decisions, integrating approval logic and maintaining these flows over time as requirements, systems and policies evolve.
Hosting and Operation of Workflow Tools
Agentic AI solutions are hosted and operated in Safe Swiss Cloud’s sovereign environment, including workflow engines and supporting components. Safe Swiss Cloud takes care of deployment, monitoring, scaling and updates, ensuring that Agentic workflows run reliably in production and remain aligned with your performance and availability needs.
Integration and Architecture Consulting
To connect Agentic AI with existing landscapes, Safe Swiss Cloud provides integration and architecture guidance for ERP, CRM, ticketing, email, databases and other systems. The focus is on secure data flows, clear responsibilities between LLMs and workflow engines, and a target architecture that supports long-term governance, resilience and extensibility.
PAI Agentic Development Support
For organisations that build their own Agentic workflows, Safe Swiss Cloud offers expert support around prompt design, decision strategies, error handling and testing. This helps internal teams adopt best practices, avoid common pitfalls and accelerate the journey from proof-of-concept to robust, production-ready Agentic AI automations.
Ready for PAI Agentic?
In our free briefing, we show you how to use Agentic A productively and securely in the company – without data risks and compliance concerns.
Service Description
PAI Agentic enables organisations to automate internal business processes using Private AI. Workflow programs ingest incoming events or data, retrieve the relevant enterprise context through connectors or MCP servers, and pass it to an LLM for analysis and decision-making — keeping data, models and orchestration logic firmly within Safe Swiss Cloud’s Swiss infrastructure.
The following service details describe the scope and commercial model:
- Workflow automation: Custom-built agentic workflows automate decision-driven processes — receiving input data, gathering enterprise context via connectors or MCP, and delegating analysis and decisions to a Private AI LLM.
- Built on Private AI infrastructure: All workflows run on Safe Swiss Cloud’s Private AI platform, so prompts, enterprise data and model responses remain within Swiss data centres throughout the process.
- Agentic AI Managed Service: The managed service covers ongoing operations, monitoring and maintenance of each deployed workflow.
- Pricing: Workflow development is billed on a time-and-materials basis. Ongoing operation of each workflow is covered by a monthly subscription fee.
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 Workflow Hosting Pricing
Safe Swiss Cloud provides sovereign and private hosting for various AI workflow solutions like n8n. This allow customers to create agents that automate tasks and workflows.
| Service | Description | Price |
|---|---|---|
| Managed Workflow Hosting n8n | Includes server infrastructure, security, backups, monitoring and application management. | 226.- |
| n8n Enterprise License | This is needed for multi-user installations. | Not included* |
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.
