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Open WebUI for enterprise

Corporate ChatGPT interface on your LLM — RAG, models, roles, zero data leakage.

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Open WebUI is open-source web interface for local and private LLM. ChatGPT alternative for employees: chat, RAG attachments, model switching, multi-user RBAC — on your infrastructure.

Bober AI Systems deploys Open WebUI with private LLM (see self-hosted-ai, GigaChat). Typical rollout: IT gets central gateway, staff get familiar chat UX without OpenAI leakage.

RAG collections on vector DB: HR policies, sales playbooks, engineering docs. Kaspersky-style assistant starts with this UI layer.

SSO via OAuth/SAML, access groups, request audit log (no PII in logs per policy). Staged updates.

Deploy 1–2 weeks. Custom branding + integrations +1–2 weeks. Budget from €2,500.

Not a replacement for enterprise search — fastest path to internal AI adoption.

Why Open WebUI

  • Staff use personal ChatGPT accounts
  • No unified UI for private LLM and RAG collections
  • IT cannot audit usage or manage models centrally
  • RAG pilot without usable UI — low adoption

Output

  • Open WebUI deployed: SSO, HTTPS, backup
  • GigaChat / Ollama / vLLM endpoint connection
  • RAG collections with AD group ACL
  • Usage policies, logging, admin runbook

Phases

01

Infra

Docker/K8s, TLS, SSO, LLM API connection.

02

Models & RAG

Model list, embeddings, document collections.

03

RBAC

Groups, collection ACL, usage quotas.

04

Rollout

Pilot group, feedback, training, GA.

Open WebUI stack

  • Open WebUI container + persistent volumes
  • LLM backends: Ollama, vLLM, GigaChat proxy
  • Vector DB for RAG collections
  • SSO IdP integration
  • Reverse proxy, WAF, internal DNS

Impact

1–2 wks

basic UI deploy

↑ adoption

internal AI vs raw API

0

public ChatGPT for work tasks

FAQ

Open WebUI vs custom portal?
Open WebUI faster. Custom for deep CRM embed.
Mobile?
Responsive web. Native app usually not required.
Multiple models?
Yes. Routing by group/task.
Upload limits?
Configurable. Malware scan recommended.
Updates?
Tested upgrades, backup before migrate.
Cost?
From €2,500 deploy + integration.

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Corporate ChatGPT interface on your LLM — RAG, models, roles, zero data leakage.