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.
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.
Explore the VDF AI Suite
VDF AI Networks
The Intelligence Layer for Enterprise AI
Orchestrate multi-agent systems with intelligent model routing, real-time governance, and adaptive resource optimization. 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
Key Capabilities
VDF AI Router
The Self-Evolving LLM Router for Sovereign AI
Every request to the best model — by quality, cost, latency and energy — on your infrastructure. The SEEMR learning engine continuously improves routing decisions while policy-first governance keeps compliance enforced on every request.
Ideal For
- Enterprises running chat, agents, and RAG on-premises
- Data centers and AI providers monetizing GPU fleets
- Teams cutting inference spend without losing quality
Key Capabilities
Adaptive AI Learning
Self-Learning AI That Gets Smarter With Every Run
A self-improving decision layer inside Networks. Contextual bandits learn the best model, tool, agent, backend, and planning strategy from real workflow outcomes — while policy guardrails keep every decision governed and auditable.
Ideal For
- Platform teams optimizing accuracy and cost across many networks
- Enterprises needing governed, auditable AI optimization
- Teams cutting LLM spend without dropping evaluation quality
Key Capabilities
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
Key Capabilities
VDF AI Chat
One Portal. Unlimited AI Capability.
The cloud portal for multi-agent conversations, AI Network orchestration, and enterprise integrations. Your team chats with AI, generates content, and manages agents — all from one enterprise-ready workspace.
Ideal For
- Development, product, and content teams
- Organizations using Jira, Zoom, or Google Workspace
- Companies needing multi-agent AI orchestration
Key Capabilities
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
Key Capabilities
Living Knowledge
Your AI Workflows Remember, Prove, and Improve
The layer that makes AI work durable. The Vault stores every workflow and execution with cryptographic provenance and seals each run in a tamper-evident chain of custody. The Memory Graph turns that trusted history into institutional memory — related runs, proof scores, and optimization insights.
Ideal For
- Regulated teams needing an auditable trail of AI decisions
- Engineers who need replayable, reproducible runs
- Organizations that want AI to learn from its own history
Key Capabilities
Works With Your Entire Stack
20+ pre-built integrations. Connect VDF AI to the tools your team already uses — in minutes, not months.
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 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- Compliance from day one
- Complete audit trails
- Reduced regulatory risk
Find the Right Products for Your Needs
| Feature | Networks | Agents | Chat | Data |
|---|---|---|---|---|
| Primary Purpose | Orchestration & Governance | Conversational AI Interface | Cloud AI Portal | Model Training |
| On-Premises | ||||
| Cloud | ||||
| Multi-Agent Support | (orchestrates) | (conversations) | (multi-session) | |
| Enterprise Integrations | (via agents) | 20+ | OAuth & Drive | Data sources |
| Cost Analytics | ||||
| Governance & Audit | ||||
| Model Selection | Automatic | Manual | Multi-provider | Training focused |
| Voice Support | ||||
| Included In | Professional, Enterprise | All tiers | All tiers | Enterprise |
See VDF AI in Action
From customer service to code review, from compliance to content — discover how organizations deploy VDF AI across 29 domains and 159 workflows.
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
Start Your AI Transformation Today
Whether you're exploring or ready to deploy, we have a path for you.
Explore Free
Start with VDF AI Agents
- 14-day free trial
- No credit card required
- Full feature access
- Self-service onboarding
See It In Action
Schedule a personalized demo
- 30-minute product walkthrough
- Your use cases discussed
- Technical questions answered
- No commitment
Enterprise Deployment
Talk to our solutions team
- Custom deployment planning
- Security review
- Integration assessment
- Pricing discussion
Common Questions About VDF AI Products
Have more questions?
Contact UsReady 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.