AI Architecture

Course Overview
Course Details
FAQs

This AI Architecture course equips professionals with the capability to design, implement, and operationalise AI solutions that directly support organisational strategy and product development goals.

Learners develop end-to-end skills to:

Identify high-value AI opportunities within business processes and
products
Design scalable AI workflows and architectures (data, models, operations, governance)
Deploy and manage AI systems using modern practices such as
LLMOps, RAG, and agent based systems
Drive adoption and change, ensuring AI solutions are successfully integrated into real world operations

Learning Outcome:

Upon completion of the course, learners will be able to identify, design, and implement AI solutions that align with organisational strategy and deliver measurable business value. They will gain the capability to formulate end-to-end AI workflows, integrating data, models,
deployment, and governance into cohesive systems.

Recommended For:

This course is designed for professionals involved in designing, implementing, managing, or driving adoption of AI solutions in organisational and product environments.

Relevant job roles include:

AI / Solutions Architect
AI Engineer / Machine Learning Engineer
Data Engineer / Data Specialist
Software Engineer (Mid–Senior Level)
Technical Lead / Engineering Manager
Product Manager (Technical /AI-focused)
Business Analyst / Digital Transformation Lead
IT/Technology Consultants

Course Duration: 5 Days

Mode of Training: Classroom / Synchronous E-Learning

Entry Requirements:

Learners should be able to:

Read, write and speak English at WSQ WPL Level 6
Manipulate numbers at WPN Level 6
Communicate effectively and able to engage in classroom discussion
Present effectively

Certification:

Learners who have met a minimum of 75% attendance and certified competent for the assessment, and passed the IASA CITA-A in AI Architecture Exam will receive:

Certificate of Completion by IASA
Certificate of Achievement by IASA
IASA Certified IT Architect – Associate (CITA-A) Digital Badge

Course Details

Curriculum

Learning Unit 1: AI Opportunities and Capabilities
Focus: Determine where and why AI should be applied

Topic 1.1: AI Foundations
Topic 1.2: Prompt Engineering, Grounding, and Retrieval-Augmented
Generation (RAG)
Topic 1.3: AI Software Architecture

Learning Unit 2: AI Workflows and Governance
Focus: Formulate AI workflows and operational models Version
Topic 2.1: LLMOps Lifecycle
Topic 2.2: AI Governance

Learning Unit 3: AI Systems and Agents
Focus: Develop technical frameworks for AI applications
Topic 3.1: Fundamentals of AI Agents
Topic 3.2: Model Context Protocol (MCP) and Orchestration
Topic 3.3: Agent-to-Agent (A2A) Communication
Topic 3.4: Versioning and Lifecycle Management of AI Systems

Learning Unit 4: AI System Design and Integration
Focus: Design and validate AI solutions in real-world contexts Topic
4.1: Data Management for AI
Topic 4.2: Quality Attributes
Topic 4.3: Case Study and Practical Application
Topic 4.4: End-to-End Architecture

For more details, download the Course Flyer.

Training Methodology:

A practical-oriented training approach is used in the delivery of this course, which may include the following:

Interactive Presentation
Discussions
Case Studies

Assessment:

All the knowledge and abilities in this course will be assessed. The assessment may consist of a combination of the following methods:

Written Exam (Short Answer Questions)
Case Study

Participants must complete all assessment on an individual basis.

Registration Information and Policies

Please refer to this link Registration Policy – ATD Solution for the Registration Information and Policies.

FAQs

AI Architecture FAQs

Q1: Who is the AI Architecture course intended for?

A: This course targets professionals such as IT executives, directors, managers, architects, and senior technical practitioners that want to accelerate their company’s ethical and effective AI adoption.

Q2: What is the duration and mode of delivery for the AI Architecture course?

A: The AI Architecture course is typically delivered over multiple days through classroom-based sessions and mentoring online, offering a structured and immersive learning experience.

Q3: How can I register or find more information about the Business Architecture course?

A: You can register directly on the ATD Solution website via the course page. For corporate bookings, customised training, or further assistance, please contact our team directly.

For additional FAQs, please contact us for assistance.

AI Architecture

Course Details

FAQs

Upsell Products

IASA CITA-Professional

Business Technology Requirement Architecture

TOGAF® Enterprise Architecture Foundation and Practitioner

Architecture Competency