Add AI Copilot to Your App

Transform existing applications into AI-powered experiences. Deploy in 30 minutes, not 6 months.

No rebuild — Add AI on top of your existing app
Production-ready — Multi-user chat, knowledge base, security included
Self-hosted — 60-80% cost savings, zero vendor lock-in
Star on GitHub MIT License Open Source

AI Chat Interface

Drop-in widget with streaming responses. Works with any frontend stack.

KEY

Your Data as Knowledge

Connect existing databases, docs, and APIs. No data migration needed.

Multi-User Ready

Per-user context with proper isolation, auth, and tenant separation.

Enterprise Security

Sandboxed execution, network isolation, self-hosted deployment.

From App to AI Copilot

Add intelligence without rebuilding

Your App Today

  • Users navigate menus
  • Static documentation
  • Support tickets for questions

Add KDCube

  • 30-min setup — Drop in widget
  • Connect data — Point to your database
  • Deploy — Docker or AWS Fargate

AI-Powered App

  • Natural language queries
  • Instant intelligent answers
  • AI handles common support

Who's Adding AI?

Transform existing apps across industries

B2B SaaS

Add AI copilot to project management, CRM, or ERP software. Users get instant answers.

40% fewer support tickets

Healthcare

HIPAA-compliant AI for patient portals. Natural conversation for scheduling and guidance.

3x faster task completion

Financial Services

AI assistant for banking and trading platforms. Personalized guidance without rebuilding.

60% more feature discovery

Enterprise Portals

Modernize legacy internal tools. Employees ask questions instead of hunting docs.

70% less onboarding time

Everything You Need

Production-ready AI infrastructure

Chat Interface

  • Real-time streaming
  • SSE, Socket.IO, REST
  • React, Vue, vanilla JS

Knowledge Base

  • Database connectors
  • API integration
  • Document upload

Multi-Tenancy

  • Per-user context
  • Tenant isolation
  • Auth integration

Security

  • Sandboxed execution
  • Network isolation
  • Self-hosted control

Deploy in 30 Minutes

1. Deploy Runtime

git clone https://github.com/elenaviter/kdcube-ai-app
cd kdcube-ai-app

# Add your API keys to .env
docker-compose up -d

# Runtime ready at localhost:8080

2. Add Chat Widget

<script src="kdcube-chat.js"></script>
<script>
  KDCube.init({
    apiUrl: 'localhost:8080',
    userId: currentUser.id
  });
</script>

FAQ

Do I rebuild my app?

No. KDCube adds AI on top. Your existing code stays unchanged.

Can AI access my database?

Yes. Connect to your database, APIs, and documents. No data migration.

How long is integration?

30 min to 1 day. Deploy runtime (30 min), add widget (10 min), connect data.

Works with my users?

Yes. Integrates with your auth (Cognito, Auth0, SSO, custom).

Is it secure?

Yes. Sandboxed execution, network isolation, self-hosted deployment.

What's the cost?

$0-2K/mo infrastructure. Platform is free (MIT). 60-80% cheaper than SaaS.

Start Today

Add AI to your app in hours, not months

MIT Licensed • Self-Hosted • Zero Vendor Lock-In