An AI factory you own, technically, legally, operationally.
Two spheres, one platform: the Agentic Suite assists every user interaction, and the Agent Factory orchestrates specialist agents that plan, develop, test, and deploy software. Under human authority. Always.
Sovereign AI, in every interaction.
One AI Agent across the whole suite, assisting inline in each app, or reasoning across all of them at once. The user picks the sovereignty level per query; nothing leaves your infrastructure without permission.
The user chooses, per query.
Local AI
- Where it runs
- On the user's device — CPU, NPU, or GPU
- Model class
- Open 7B-class models and beyond
- Network
- none · air-gapped
Private AI
- Where it runs
- Your GPU cluster, with Kubernetes autoscaling
- Model class
- 70B-class and beyond, RAG-enabled
- Network
- within perimeter
Public AI
- Where it runs
- External frontier models — strictly opt-in
- Model class
- External frontier models, strictly opt-in
- Network
- user-authorized
// The user selects the sovereignty level per query. Data never moves without permission.
Enterprise AI, on your hardware.
High-throughput inference
A high-throughput inference engine serves large models on your GPUs; Kubernetes autoscaling keeps latency flat as enterprise load grows.
Sovereign memory & RAG
Every prompt is grounded through an embedding pipeline over a vector store built on your search index: context-aware answers from your data, on your hardware.
MCP tool registry
Agents reach the suite and your ERP, HR, and document systems through the open Model Context Protocol, governed, logged, permissioned.
AI managed as code
Model configs, prompt templates, and tool definitions live in Git and deploy through GitOps. The AI factory is as reproducible as the infrastructure.
Observable intelligence
Token throughput, model latency, and GPU utilization on the same observability dashboards as the rest of the platform.
Auditable by default
Every agent action is logged, traceable, and reversible. Compliance evidence is a byproduct of operation, not a project.
Software delivery, orchestrated, with human gates.
The VNClagoon Orchestrator is designed to govern specialist agent teams through a four-stage pipeline with a mandatory human gate at every transition, notified natively through VNCchat, VNCproject, and VNCmail. The Agent Factory is in beta and active.
Specify
Agents analyze requirements and draft structured specifications.
⏸ human gate
Develop
Code is generated, reviewed, and refined into tested modules.
⏸ human gate
Test
Automated QA, regression, and security checks with signed reports.
⏸ human gate
Deploy
Release pipelines execute with a complete audit log.
⏸ human gate
// Autonomous speed. Human authority. No exceptions.
Bring sovereign AI to your stack.
See the AI factory running on your own infrastructure, with your engineers, not ours, in control.