Vibe coding and architecture
Code, design architecture, and build agents on your own codebase with the CodiiX IDE: no per-token cost and no exposing your intellectual property.
Programming · Labs
CodiiX + owned models
What you can build
What one person or an entire organization builds on their own Xeretron node.
Xeretron isn't an app: it's the foundation your institution and team use to run dozens of concrete cases. These are the ecosystem's most common applications and which tools they combine.
Case catalog
Many ways to use it from month one.
Institutional assistant
An internal chat that answers from the organization's official documents: regulations, manuals, protocols, and policies—with source citations.
Education · Government · Business
chat + OCR + vision
AI lab for teachers
Material prep, rubrics, adaptations, and summaries—grounded in school content without exposing student data.
Education
chat + documents
Research testbed
Experimentation with Xeretron-owned models and different quantizations, with internal APIs for seedbeds and research groups.
Universities
stack + profiles + API
Regulations and administrative acts lookup
Search and synthesis over internal legislation, forms, and procedures—on a restricted network with audit logging.
Government
OCR + chat
Committee and class transcription
Meetings, academic councils, and training turned into searchable text—audio never leaves the building.
All sectors
speech to text
Administrative document support in healthcare
Organization and lookup of administrative and process documentation. Not clinical use: does not replace medical judgment.
Healthcare
OCR + chat
API for your own products
Your team builds applications on the node: automations, internal chatbots, document analyzers, and prototypes.
Business · Labs
API + scoped keys
Accessibility and voice announcements
Text to speech for training materials, internal announcements, and accessible products on the same network.
Education · Government
text to speech
Prototyping with no per-token cost
Validate a product idea with AI without every test showing up on a bill—the limit is your hardware, not your balance.
Entrepreneurs · Labs
stack + API
Analysis of sensitive documents
Contracts, case files, and confidential reports processed without leaving infrastructure—with traceability of who queried what.
Business · Government
OCR + audit
Voice over telephony
Phone support scenarios on the same transcription and synthesis engine, with your existing PBX.
Business · Government
SIP (opcional)
Simulation and characters
Local models for assisted dialogue and dynamic content in game and simulation development environments.
Labs · Creators
MCP / Unreal (opcional)
How the ecosystem fits together
Three layers, one governance model.
Layer 1
The node
Hardware, models, security, and services. The foundation you own and govern—installed and supported by our team.
Layer 2
The capabilities
Inference, vision, voice, OCR, synthesis, and APIs exposed in a controlled way—with keys per integration and usage logging.
Layer 3
Your applications
What your team builds or we configure with you: assistants, analyzers, automations, and products no one else can copy because they use your knowledge.
Compounding advantage. Each new application uses the same infrastructure you already paid for. In the cloud, each new case multiplies the bill; on a private node, it multiplies the value of the asset you already have.