You control data processing, models and access
You determine where your data is processed, which models and components are used and how access to your knowledge assets is governed.
Your knowledge. Your infrastructure. Your freedom.
praivate is your own AI for confidential knowledge, transparent in every aspect: it connects your knowledge assets with verifiable answers—on your own infrastructure or in a cloud of your choice. Free software and interchangeable components give you the freedom to choose your operating environment and models and to change them when needed.
Every processing step remains traceable. The architecture is designed to record sources, models and configurations in a versioned form. This makes it possible to determine the basis on which a result was produced and to review changes systematically.
Product-oriented prototype
01Overview
Freedom as an architectural principle.
praivate combines controllable data processing, verifiable answers and freely selectable operating environments. Data protection and independence are part of the architecture—not an afterthought.
Sources and passages make answers verifiable
Answers refer to relevant passages in the underlying sources. This makes it clear what an assertion is based on.
Models and components remain interchangeable
Models and components can be selected or replaced to suit the hardware and use case. This reduces dependencies and keeps the system adaptable over the long term.
02Use cases
Make knowledge useful. Retain control.
praivate is designed for organisations that want to make their internal knowledge assets useful while retaining control over data processing, access and operations.
Make knowledge assets useful
Your knowledge assets are imported, prepared in a structured form and annotated with their origin and processing status. They can be updated in a controlled manner and supplemented with defined sources. This creates a purposefully searchable basis for reliable answers.
Control access precisely
Roles, projects and permissions determine which knowledge assets are available for a request. Confidential content remains restricted to the authorised users and areas.
Check answers
praivate identifies relevant passages in the approved knowledge assets and uses them for the answer. Specific references show which sources support an assertion. If the available sources are insufficient, praivate should indicate this instead of adding missing information.
03Introduction and support
Free software and professional support
Free software. Professionally implemented.
praivate will be released as free software and can then be operated and developed independently. If you would like support with its introduction, we assist you from the initial assessment through to productive operation. Together, we define use cases, access rules and measurable quality goals, set up the environment and optimise the system using real domain questions and representative knowledge assets.
What you receive
- Analysis of the quality, structure and currency of knowledge assets as well as domain processes and quality goals
- Setup of operating environments, roles, access rights and approvals
- Adaptation of data preparation, retrieval and model behaviour
- Targeted adaptation of models for specialist domains when it provides measurable value compared with improved data preparation and retrieval
- Evaluation, safeguards, quality assurance and knowledge transfer
What we need together
You provide representative knowledge assets, subject-matter contacts and concrete test questions. This allows us to assess requirements together and tailor the system to your application domain.
Controlled optimisation
praivate will be extended with controlled optimisation across the entire processing chain. Quality data provides the basis for tested, versioned and traceable adaptations—with expert approval or, where appropriate, automatically within defined limits.
Process
- Understand
- Set up
- Optimise
- Hand over
04Status and roadmap
Next steps
On the way to publication as free software.
praivate is currently being developed as a product-oriented prototype. The repository, installation documentation and public demo are being prepared for publication. The documented publication as free software is planned for late October 2026.
Product-oriented prototype
Repository, installation documentation and demo
Publication as free software
Assessment of knowledge assets, adaptation to the operating environment and controlled optimisation
04Contact
Interested in praivate?
Send us a message or book a conversation directly.
Book a conversationContact and further information
Brief details about knowledge assets, user groups and operating requirements are sufficient for an initial assessment.