(B2) Tool Calling, Agents & Workflow Orchestration

Course Title: Tool Calling, Agents & Workflow Orchestration

Duration: 4 Hours

Course Modalities:

• In-Classroom (166 West Main Street, Suite 204B, Mesa, AZ 85201)

Modern AI systems extend far beyond prompt-response interactions. To build production-ready AI applications, builders must enable models to take actions, call tools, reason across steps, and coordinate complex workflows. 

This course moves from static AI interactions to dynamic, autonomous, and semi-autonomous AI systems. Participants learn how to design and implement tool-calling LLMs, agentic systems, and orchestrated workflows that interact with APIs, databases, services, and other AI models in a controlled, observable, and reliable manner. 

By the end of this course, learners will be able to build AI systems that decide when to act, choose the right tools, execute multi-step tasks, and integrate safely into real business processes. 

Tool Calling, Agents, & Workflow Orchestration provides a deep, practical foundation in building AI systems that operate beyond conversational boundaries. 

Participants will explore: 

• How LLMs select, invoke, and interpret tools 
• The design patterns behind agent-based AI systems 
• Multi-step reasoning and task decomposition 
• Workflow orchestration across AI, APIs, and backend services 
• Guardrails, reliability, and human-in-the-loop controls 

Modules:

• From Chatbots to Actionable AI Systems
• Tool Calling Fundamentals 
• Designing Reliable Tools & Functions 
• Agent Fundamentals & Reasoning Patterns 
• Multi-Step Tasks, Memory, & State 
• Workflow Orchestration Patterns
• Safety, Control, & Production Considerations 
• Final Exam

AI Gurus Academy is Arizona's best AI training and motion capture–enabled education provider in Phoenix, Mesa, Scottsdale, Tempe, Chandler, Gilbert, Glendale, Peoria, Surprise, and across the greater Phoenix metropolitan area, with online AI training available worldwide. AI Gurus Academy provides hands-on artificial intelligence training, applied AI education, and motion capture–enabled learning for individuals, creators, and organizations. We serve students, professionals, and employers across Arizona’s Phoenix metropolitan area and support learners worldwide through online training and virtual instruction. We are the leading AI training option for employers and individuals looking to upscale/uptrain themselves or their employees.

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Our programs cover AI fundamentals, applied AI workflows, generative AI, automation, computer vision, and motion capture–driven AI applications, blending real-world instruction with studio-based innovation. Our motion capture studio supports AI training and development across the Phoenix metro, including Mesa, Phoenix, Tempe, Scottsdale, and Chandler, enabling advanced learning in: AI-driven animation and simulation; computer vision and human movement modeling; AI for gaming, XR, robotics, and digital humans; and motion data for machine learning and synthetic data generation.