We implement Open WebUI end-to-end with hybrid models, segmented knowledge bases, LDAP/AD access control, and complete audit for compliance.
Use state-of-the-art AI models (local and/or cloud) with full governance
Enable high-precision document Q&A with RAG + rerank
Control access by role, department and hierarchy level
Integrate with AD / Samba / LDAP for automatic user provisioning
Keep sensitive data 100% inside your infrastructure
Automate operations via N8N, APIs and webhooks with full audit trail
The loop below shows the full cycle: authenticated user request, access validation, model routing, RAG retrieval, rerank, automation and audited response.
Local models keep sensitive data inside your network.
Conversation and action audit trails for LGPD and governance.
Export to SIEM and configurable retention policy.
Route sensitive workloads to local LLMs and specific cases to premium APIs.
Rate limits and model access by group and hierarchy.
No vendor lock-in with open-source stack and open integrations.
Corporate UI with controlled and auditable access
Ollama local + external APIs (GPT, Claude, Gemini)
ChromaDB/PGVector + higher-quality retrieval
N8N and webhooks integrated with your systems
We deliver architecture, implementation, hardening, training and continued evolution with your team.
Open WebUI deployment, local and external model setup, RAG pipeline with rerank, segmented knowledge bases, LDAP/AD/Samba integration, group permissions, N8N/API automation, backup strategy, hardening and operation handoff.