Learn AI with practical cases and applied scenarios

cybrixfy delivers short, scenario-driven courses on chatbot design, prompt strategies, and workflow automation. Each lesson centers on a real use case so you leave with tools and templates to apply immediately.

Instructor guiding students through a chatbot workflow case study Case-based curriculum
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Get in touch with cybrixfy

Describe the scenario you want to solve and preferred dates

Meet the team

Instructors and practitioners focused on real scenarios

Sophie Hart

Sophie Hart

Lead Learning Designer

Sophie designs workshop experiences that prioritize hands-on exercises, stepwise debugging practices, and reuseable prompt templates. Her work emphasizes measurable improvements in task completion time and error reduction through iterative classroom pilots.

Niran Phanich

Niran Phanich

Industry Partnerships Manager

Our instructors combine classroom experience with hands-on deployments. Each module includes a case study from Thai SMEs and regional teams in Phuket, showing step-by-step workflows, prompt engineering scenarios, and integration blueprints. Learners work through realistic datasets, simulated customer queries, and iterative evaluation cycles to build practical skills rather than abstract theory.

Courses Focused on Real-world AI Workflows

Scenario-driven modules, tangible outcomes for teams and individuals

cybrixfy delivers course sequences designed around concrete scenarios: customer support automation for a small hotel, knowledge base augmentation for an e-commerce boutique, and internal productivity agents for marketing teams. Each course breaks the scenario into milestones: analysis of needs, prompt and conversation design, safety and privacy checks, evaluation metrics, and deployment steps. Students follow sample datasets, adapt templates to their use case, and complete a capstone that maps a deployment plan to their own organization.

Contact our team for a tailored learning path

Beginner to practitioner

Foundations and Prompt Engineering

A sequence of hands-on sessions that start with conversation design and end with testing on live-like transcripts. Includes real examples from hospitality and retail businesses in Thailand so learners can see direct relevance.

Case walkthrough: hotel front-desk automation
Exercise: craft and refine prompts for FAQs
Enroll in Foundations
Intermediate integration

Operational AI for Teams

Focuses on multi-turn interactions, context management, and routing strategies. Learners implement a small agent that handles bookings and hands off complex tasks to humans.

Scenario: e-commerce returns handling
Template: conversation state management
Start Operational AI

Practical outcomes from case-driven learning

Courses emphasize stepwise improvement: prototype, evaluate with user scenarios, iterate based on metrics, and prepare an integration plan. Each feature below maps to specific exercises used in our capstone projects.

Prototype with real transcripts

Import anonymized chat logs, set objectives, and build a prototype conversational flow that addresses the most frequent user intents identified in the data.

Pricing

Measure and iterate

Use scenario-based evaluation: create test scripts, collect failure examples, and tune prompts and routing logic to reduce friction in the user journey.

Pricing

Operationalize safely

Implement basic privacy filters, role-based access, and content moderation heuristics suitable for customer-facing agents operating in Thailand.

Pricing

Document deployment plans

Deliver a deployment playbook with step-by-step integration actions, rollback steps, and monitoring priorities tailored to each case study.

Pricing