Conversational AI for Enterprise: Self-Hosted, GDPR-Compliant, No Per-Seat Costs
Deploy a private conversational AI platform with Open WebUI on Opsily. Multi-model chatbots, RAG integration, LDAP/SSO, and full data residency in your chosen cloud region. Start at €9/month infrastructure. No vendor lock-in.
What Conversational AI Actually Is
Conversational AI refers to technologies like chatbots, voice assistants, and natural language interfaces that enable computers to understand and respond to human language in real-time. These systems use natural language processing (NLP) and machine learning to hold interactive dialogue, answer questions, and execute tasks without scripted flows.
Primary Use Cases
Enterprise teams deploy conversational AI for:
- Customer service: 24/7 automated support, instant responses, escalation to humans when needed.
- Internal assistance: Employee onboarding, knowledge base queries, workflow automation.
- Language learning: Interactive practice, pronunciation feedback, contextual teaching.
- Data analysis: Natural language queries against your databases without SQL expertise.
- Content generation: Marketing copy, code scaffolding, technical documentation drafts.
The core tension: proprietary solutions (ChatGPT Enterprise, Langdock) charge per-user licenses and lock your data into their cloud. Self-hosted platforms like Open WebUI let you control everything—model choice, data location, scaling, costs—with no intermediary access to your conversations.
Why Opsily for Conversational AI
Deploy conversational AI without the DevOps overhead or vendor lock-in. Own your enterprise platform, scale your team without licensing surprises.
Infrastructure Costs 97.7% Less Than Per-Seat Models
Self-hosted Open WebUI starts at €9/month infrastructure cost, flat-fee. Langdock and ChatGPT Enterprise charge €50-250+ per user per month. A 50-person team paying €100/user/mo in per-seat fees costs €60,000/year. Open WebUI on Opsily: €540/year. No per-user licensing.
GDPR Compliance by Design
Your data runs in your cloud account (AWS, Azure, GCP, on-premise). No vendor intermediary. No data transfer to US servers. No trust-delegation model. Structural compliance—not paperwork compliance. Hosted in Germany, EU, or your region of choice.
Multi-Model Freedom
Not locked to one LLM vendor. Connect OpenAI, Ollama, Mistral, Groq, or any OpenAI-compatible API simultaneously. Switch models without rebuilding. Your team picks the best model for each task, not the cheapest vendor contract.
Built for teams who need reliability
Self-Hosted Conversational AI Costs 97.7% Less Than Commercial Solutions
A 50-person team on Open WebUI with Opsily: €540/year infrastructure. Same team on Langdock or ChatGPT Enterprise: €60,000+/year. Savings grow with scale.
Calculate your savingsWhy Teams Switch from ChatGPT Enterprise and Langdock
A side-by-side look at what you pay and what you get.
Pricing as of August 2026. ChatGPT Enterprise and Langdock per-user costs vary by contract; €50-250/user/mo typical for enterprise.
Deploy in Minutes. Scale Without Limits.
Open WebUI runs on Opsily's managed infrastructure. You focus on your AI strategy, not Linux and load balancers.
Choose Your App
Select an app to get started.
Deploy Open WebUI
Select your server size, region, and optional BYOM (bring your own model). Live in 3 minutes.
Connect Your LLM
OpenAI API key, Ollama endpoint, Mistral, Groq—any model. Multi-model at once, no rebuilding.
Configure Enterprise Auth
LDAP, Active Directory, Okta, Google Workspace integration. Granular RBAC per team. Zero manual user management.
Scale Horizontally
Upgrade server tiers from €9 to €224/mo. No vendor lock-in. Export chat history anytime.
Pair Open WebUI With These Tools
Build a complete AI platform by combining Open WebUI with workflow automation, RAG builders, and knowledge bases.
Self-hosted chat interface for local and private LLMs
Infrastructure Pricing: All-in, No Per-Seat Fees
Choose the server tier that fits your team size and throughput. All plans include managed backups, SSL, GDPR hosting in your chosen region, and 24/7 support.
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Enterprise-Grade Trust and Compliance
Open WebUI and Opsily managed hosting meet the security, compliance, and reliability standards enterprises require.
GDPR Compliant
Data residency in your cloud (Germany, EU, US, or on-premise). No vendor intermediary access.
Enterprise Security
RBAC, LDAP/SSO, encrypted backups, audit logging, OpenTelemetry observability built-in.
Actively Maintained
17,819 commits on main. 149.4K GitHub stars. Regular security patches and feature releases.
100% Open Source
No closed-source vendor lock-in. Host on any cloud or on-premise. Full code transparency.
Conversational AI: Frequently Asked Questions
Everything you need to know about deploying and scaling self-hosted conversational AI on Opsily.
Conversational AI uses natural language processing (NLP) and machine learning to understand context, maintain conversation history, and generate human-like responses. Traditional chatbots follow scripted rules and predefined response trees. Conversational AI adapts to new patterns, learns from interaction, and can handle follow-up questions and nuanced requests without predetermined scripts. Open WebUI supports both simple knowledge-base chat and advanced multi-turn reasoning with context retention.
Start Your Self-Hosted Conversational AI Today
Deploy Open WebUI on Opsily and own your enterprise AI platform. €9/month infrastructure, GDPR-compliant, no per-user licensing.