SysArt Academy

Learn VDF AI

Adopting VDF AI is not only a technical integration. It requires a new way of thinking about work, systems, and execution across your entire organization.

Duration 2–4 days
Format Hands-on Sessions + Guided Implementation
Delivery On-site, Remote, or Hybrid
Level Teams & Practitioners

Turn VDF AI into a core organizational capability — not just another tool in the stack. Build internal mastery that scales beyond isolated use cases.

Curriculum

What You Will Learn

01

VDF AI Foundations

Build a solid understanding of VDF AI's core architecture and mental models.

  • Core concepts of VDF AI Networks
  • The Intent → DAG → Execution model
  • How VDF AI differs from traditional AI tooling
02

Agent Creation & Management

Design, build, and manage reusable agents using AgentHub.

  • Using AgentHub effectively for agent lifecycle management
  • Designing reusable, composable agent architectures
  • Best practices for agent configuration and versioning
03

Workflow Design

Create DAG-based workflows that optimize task execution across your organization.

  • Creating and managing DAG-based workflows
  • Structuring tasks for optimal parallel execution
  • Handling dependencies and conditional branching
04

Tool & Integration Layer

Connect VDF AI to your internal systems for real operational impact.

  • Connecting internal systems and APIs to VDF AI
  • Using tools effectively within agent workflows
  • Designing integration patterns that scale
05

Model Management

Optimize model selection and routing for performance and cost efficiency.

  • Using LLMFolio for intelligent model selection
  • Routing strategies across multiple providers
  • Cost and performance optimization techniques
06

Execution Monitoring

Track, measure, and optimize everything your agents do in production.

  • Real-time tracking of runs and outputs
  • Understanding performance metrics and cost attribution
  • Debugging and optimizing execution flows
07

Scaling Across the Organization

Move from team-level adoption to organization-wide AI capability.

  • Multi-team adoption strategies and playbooks
  • Governance, permissions, and best practices at scale
  • Building an internal center of excellence

Hands-On Experience

Participants will

Build real workflows using your company's own use cases
Create and deploy agents in a production-like environment
Connect VDF AI to internal systems and data sources
Design a scaling roadmap for organization-wide adoption

Who Should Attend

Designed for leaders driving change

Teams Using VDF AI

Engineering and operations teams who are actively using or about to adopt VDF AI and need to maximize its impact.

Internal AI Champions

The individuals driving AI adoption within their teams who need deep platform knowledge to guide their peers.

Product, Engineering & Ops Teams

Cross-functional teams that need to integrate VDF AI into their daily workflows and decision-making processes.

Outcomes

What You Will Achieve

01

Use VDF AI confidently and effectively in daily workflows

02

Build scalable, AI-driven processes that reduce manual overhead

03

Reduce dependency on external support through internal mastery

04

Establish a self-sustaining internal AI capability that grows with your organization

Next Step

Enable your team with VDF AI

We will design a hands-on program using your company's real workflows and use cases.

Schedule team enablement