Product Suite

One Platform.
Complete AI Operations.

Unified ecosystem. Deploy intelligent AI agents, orchestrate complex workflows, write secure code, and train custom models — all on your infrastructure, all under your control.

Trusted by enterprises managing 200M+ customer relationships
The VDF AI Ecosystem

Built to Work Together. Powerful Alone.

Each product delivers standalone value. Together, they create an intelligent enterprise AI infrastructure that learns, adapts, and scales with your organization.

VDF AI Networks
Orchestration
VDF AI Agents
Interface
VDF AI Code
Dev Tools
VDF AI Data
Training
Networks → Agents: Networks orchestrates agent workflows; Agents provides the conversational interface
Networks → Code: Code agents participate in development networks; Networks monitors code operations
Networks → Data: Data prepares training sets; Networks routes to fine-tuned models
Agents ↔ Code: Developers interact with Code through Agents interface
Our Products

Explore the VDF AI Suite

FLAGSHIP PRODUCT

VDF AI Networks

The Intelligence Layer for Enterprise AI

Orchestrate multi-agent systems with intelligent model routing, real-time governance, and adaptive resource optimization. VDF AI Networks is the control plane that makes enterprise AI manageable, measurable, and cost-effective.

Ideal For:
  • Enterprise AI teams managing multiple models and agents
  • Organizations requiring governance and compliance
  • Companies optimizing AI spending
Explore VDF AI Networks
Key Capabilities
Intelligent Model Routing
Automatically select the optimal model for each task based on complexity, cost, and performance
Multi-Agent Orchestration
Coordinate specialized agents working together on complex workflows
Real-Time Governance
Complete audit trails, access controls, and compliance reporting
Adaptive Learning
System continuously improves based on execution patterns
Cost Analytics
Track spending by agent, model, and network with budget controls
Energy Monitoring
Measure and optimize the energy footprint of AI operations
ON-PREMISES

VDF AI Agents

Your AI Workforce, Ready to Deploy

The intelligent interface where your team interacts with AI. Connect to 20+ enterprise tools, orchestrate multi-agent conversations, and access your organization's knowledge — all through a secure, on-premises deployment.

Ideal For:
  • Teams needing secure access to AI assistance
  • Organizations with strict data sovereignty requirements
  • Companies wanting to connect AI to existing tools
Explore VDF AI Agents
Key Capabilities
20+ Enterprise Integrations
Jira, Confluence, GitHub, Slack, Teams, and more — out of the box
Multi-Agent Conversations
Specialized agents collaborate within single conversations
Voice Dictation
Full support for all languages
Three Operating Modes
Adaptive (AI chooses), Manual (you choose), Agent (autonomous)
Semantic Search
Find information across all connected tools instantly
MCP Server Support
Extend with custom integrations using Model Context Protocol
ON-PREMISES

VDF AI Code

Private Coding Assistant. Zero Data Leakage.

An AI coding assistant that runs entirely on your infrastructure. Your code never leaves your environment. Get intelligent completions, code review, documentation generation, and refactoring support — with complete data control.

Ideal For:
  • Development teams in regulated industries
  • Organizations with proprietary codebases
  • Companies requiring code confidentiality
Explore VDF AI Code
Key Capabilities
100% On-Premises
Your code never touches external servers
14+ Languages
Python, TypeScript, Java, C#, Go, Rust, and more
RAG Integration
Leverage your codebase and documentation for context-aware suggestions
IDE Extensions
VS Code, JetBrains IDEs, and more
Code Review
Automated review for style, security, and performance
Documentation Generation
Generate and maintain code documentation automatically
MODEL TRAINING

VDF AI Data

From Raw Data to Production Models

Prepare training data from any enterprise source, fine-tune models for your specific domain, and validate accuracy before deployment. Complete model lifecycle management in a single workflow.

Ideal For:
  • Organizations needing domain-specific AI models
  • Teams building custom AI solutions
  • Companies requiring model accuracy validation
Explore VDF AI Data
Key Capabilities
Universal Data Preparation
Connect to databases, APIs, documents, and cloud storage
Model Fine-Tuning
Customize base models for your specific use cases and terminology
Accuracy Testing
Validate model performance with automated test suites
Multi-Modal Support
Work with text, images, and structured data
Version Control
Track model versions, training data, and performance over time
Deployment Pipeline
Push validated models directly to VDF AI Networks
Integrations

Works With Your Entire Stack

20+ pre-built integrations. Connect VDF AI to the tools your team already uses — in minutes, not months.

Project Management & Collaboration

Development & Code

Communication

Documentation & Knowledge

CRM & Business

Custom Integrations

Deployment

Your Infrastructure. Your Choice.

Deploy VDF AI where your security requirements demand. From cloud convenience to air-gapped isolation — we support your architecture.

Cloud (Managed)

Best for: Teams wanting fast deployment without infrastructure management

  • Fully managed by VDF AI
  • Automatic updates and scaling
  • SOC 2 compliant infrastructure
  • Starter and Professional tiers

Private Cloud

Best for: Organizations with existing cloud infrastructure

  • Deploy in your AWS, Azure, or GCP
  • Your VPC, your security controls
  • Data never leaves your cloud
  • Professional and Enterprise tiers

On-Premises

Best for: Regulated industries and security-sensitive organizations

  • Complete deployment on your hardware
  • Zero external dependencies
  • Full network isolation capability
  • Enterprise tier

Air-Gapped

Best for: Government, defense, and maximum security

  • No internet connectivity required
  • Manual update process
  • Complete isolation
  • Enterprise tier with custom config

Deployment Comparison

Feature Cloud Private Cloud On-Premises Air-Gapped
Data Location VDF Infrastructure Your Cloud Your Data Center Your Secure Facility
External APIs Yes Optional Optional None
Updates Automatic Automatic/Manual Manual Manual
Scaling Automatic Configurable Manual Manual
Best For Speed Balance Control Maximum Security
Why VDF AI

Why Leading Enterprises Choose VDF AI

The AI landscape is crowded. Here's why organizations that can't compromise on security, cost, or control choose VDF AI.

Intelligent Model Routing

The Right AI for Every Task

Stop overpaying for simple queries. VDF AI automatically selects the optimal model based on task complexity, cost, and performance — so you get the best results at the lowest cost, every time.

The Impact:
  • 40-60% reduction in AI operating costs
  • Best model for each task, automatically
  • No manual model selection required

Complete Data Sovereignty

Your Infrastructure. Your Rules.

Deploy fully on-premises with zero external API dependencies. Your data, your models, your agents — nothing leaves your environment unless you decide it should.

The Impact:
  • 100% data control
  • No third-party data exposure
  • Regulatory compliance simplified

Multi-Agent Orchestration

Complex Problems. Coordinated Solutions.

Build networks of specialized AI agents that collaborate on complex tasks. VDF AI handles the coordination, dependencies, and handoffs — you focus on outcomes.

The Impact:
  • Solve problems too complex for single agents
  • Automatic task coordination
  • Scalable from simple to sophisticated

Self-Improving Networks

AI That Learns How You Work

Every execution makes your system smarter. VDF AI captures performance patterns and continuously optimizes model selection, task routing, and resource allocation — automatically.

The Impact:
  • Performance improves over time
  • Optimization without manual tuning
  • Institutional knowledge captured

Transparent Cost & Energy Tracking

See Every Dollar. Justify Every Decision.

Real-time analytics show cost per agent, per model, per network. Track energy consumption. Demonstrate ROI to stakeholders with compliance-ready reports.

The Impact:
  • Complete cost visibility
  • Energy consumption monitoring
  • Executive-ready ROI reports

Governance Built In

EU AI Act Ready. Audit-Ready. Always.

Comprehensive access controls, execution logs, and audit trails from day one. Stay ahead of regulatory requirements without bolting on compliance as an afterthought.

The Impact:
  • Compliance from day one
  • Complete audit trails
  • Reduced regulatory risk
Compare Products

Find the Right Products for Your Needs

Feature
Networks
Agents
Code
Data
Primary Purpose Orchestration & Governance Conversational AI Interface Development Assistant Model Training
On-Premises
Cloud
Multi-Agent Support (orchestrates) (conversations)
Enterprise Integrations (via agents) 20+ IDE plugins Data sources
Cost Analytics
Governance & Audit
Model Selection Automatic Manual Configurable Training focused
Voice Support
Included In Professional, Enterprise All tiers Professional, Enterprise Enterprise
Use Cases

See VDF AI in Action

From customer service to code review, from compliance to content — discover how organizations deploy VDF AI.

Customer Support Automation

Deploy agent networks that handle customer inquiries end-to-end — triage, knowledge retrieval, resolution, and escalation.

Networks Agents
Read Use Case

Intelligent Code Review

Multi-agent code review that checks style, security, performance, and documentation — automatically on every PR.

Networks Code
Read Use Case

Regulatory Compliance

Monitor regulatory changes, assess impact, and generate compliance documentation — with complete audit trails.

Networks Agents
Read Use Case

Custom Model Development

Fine-tune models for your domain, validate accuracy, and deploy to production — all in one workflow.

Data Networks
Read Use Case
Technical Details

Built for Enterprise Requirements

Security

  • End-to-end encryption (AES-256, TLS 1.3)
  • Customer-managed encryption keys
  • SSO/LDAP/SAML integration
  • Role-based access control
  • Complete audit logging

Compliance

  • EU AI Act compliant architecture
  • GDPR ready
  • HIPAA compliant deployment option
  • SOC 2 Type II (roadmap)
  • Immutable audit trails

Performance

  • Sub-second response times
  • Horizontal scaling
  • High-availability deployment
  • 99.9% uptime SLA (Enterprise)

Integration

  • REST APIs
  • Webhooks
  • MCP Server Protocol
  • Custom connectors
  • 20+ pre-built integrations
Get Started

Start Your AI Transformation Today

Whether you're exploring or ready to deploy, we have a path for you.

1

Explore Free

Start with VDF AI Agents

  • 14-day free trial
  • No credit card required
  • Full feature access
  • Self-service onboarding
Start Free Trial
3

Enterprise Deployment

Talk to our solutions team

  • Custom deployment planning
  • Security review
  • Integration assessment
  • Pricing discussion
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FAQ

Common Questions About VDF AI Products

No. Each product works independently. Most customers start with VDF AI Agents for conversational AI, then add Networks for orchestration as their needs grow. Code and Data serve specific use cases.

VDF AI Networks is the orchestration layer — it coordinates agents, routes to models, and provides governance. VDF AI Agents is the interface — where users interact with AI through conversations. Networks is the backstage; Agents is the front door.

Yes. VDF AI is designed for deployment flexibility. You can start with cloud deployment and migrate to on-premises when ready. Your configurations and trained models transfer with you.

LangChain is a development framework — you build everything yourself. VDF AI is a complete platform — orchestration, governance, cost tracking, and user interface included. Build with LangChain if you want maximum customization. Choose VDF AI if you want production-ready infrastructure.

VDF AI is model-agnostic. We support OpenAI, Anthropic Claude, Google Gemini, Mistral, Llama, and most open-source models. For on-premises deployment, you can run any model that fits your infrastructure.

Cloud deployment: minutes. Private cloud: 1-2 weeks. On-premises: 2-6 weeks depending on complexity. Enterprise deployments include dedicated support throughout.

Have more questions?

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Ready to Transform Your AI Operations?

Join organizations that have already deployed secure, cost-effective AI with VDF AI. Start with a single product or deploy the complete ecosystem.

Enterprise-grade security. Predictable pricing. Real support.