(B2) Tool Calling, Agents and Workflow Orchestration

Course Title: Tool Calling, Agents and Workflow Orchestration

Duration: 8 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 leading AI and robotics training provider, delivering motion capture–enabled and hands-on education across Phoenix, Mesa, Scottsdale, Tempe, Chandler, Gilbert, Glendale, Peoria, Surprise, and the greater Phoenix metropolitan area, with online training available worldwide. Our programs now integrate advanced robotics systems training using the Asimov humanoid platform from Menlo Research, giving learners direct exposure to real-world robotic operation, perception, behavior design, and autonomous systems.

AI Gurus Academy provides applied artificial intelligence training, robotics education, and motion capture–enabled learning for individuals, creators, and organizations. We serve students, professionals, and employers across Arizona while supporting global learners through virtual instruction. We are the premier choice for individuals and organizations seeking to upskill in AI, robotics, and intelligent system deployment.

Our expanded programs cover AI fundamentals, applied AI workflows, generative AI, automation, computer vision, robotics systems, robot operation and control, perception systems, behavior design, and autonomous robotics. Training combines real-world instruction with hands-on interaction using the Asimov humanoid robot, enabling learners to understand how AI integrates with physical systems in production environments.

Our motion capture studio supports AI and robotics training 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; robotics perception and sensor integration; AI for gaming, XR, robotics, and digital humans; and motion data for machine learning, autonomy development, and synthetic data generation.