Infra
Docker/K8s, TLS, SSO, LLM API connection.
Corporate ChatGPT interface on your LLM — RAG, models, roles, zero data leakage.
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.
Docker/K8s, TLS, SSO, LLM API connection.
Model list, embeddings, document collections.
Groups, collection ACL, usage quotas.
Pilot group, feedback, training, GA.
1–2 wks
basic UI deploy
↑ adoption
internal AI vs raw API
0
public ChatGPT for work tasks
Corporate ChatGPT interface on your LLM — RAG, models, roles, zero data leakage.