WSQ Programme Development
Singapore

WSQ Programme Development for AI & Emerging Tech

We design, develop, and deliver SkillsFuture-aligned programmes β€” from GenAI literacy to agentic AI architectures. Courseware built by certified adult educators, ready for your institution.

OVERVIEW

What is WSQ?

The Singapore Workforce Skills Qualifications (WSQ) is a national credential system under SkillsFuture Singapore (SSG). WSQ-certified programmes are eligible for government funding, making quality training accessible for businesses and individuals.

PATHWAY

A Clear Learning Pathway

Programmes designed to take learners from first principles to production-ready AI capability.

01

Stage 1

Foundations

AI literacy and strategic awareness β€” no technical background required.

02

Stage 2

Applied Skills

Hands-on, tool-based programmes for everyday workflows and AI-powered productivity.

03

Stage 3

Advanced

Builder and developer-level programmes for engineers shipping production AI systems.

CATALOGUE

Ready-to-Develop Curricula

Each programme can be customised to your institution's learner profile, delivery format, and accreditation requirements.

Tier 1 β€” Foundations

AI literacy. No technical background required.

Generative AI Essentials

All Professionals1–2 Days

What GenAI is, how LLMs work conceptually, prompt engineering basics, responsible AI use, and business applications.

LLM ConceptsPrompt EngineeringAI EthicsUse Cases

AI Strategy for Business Leaders

Leaders & Managers1 Day

When to deploy AI, ROI frameworks, risk and governance, and how to build AI-ready teams.

AI RoadmapsROI AnalysisGovernanceTeam Readiness
Tier 2 β€” Applied Skills

Hands-on, tool-based programmes for working professionals.

AI-Powered Workflow Automation

Operations & Analysts2–3 Days

Building automated workflows using Make.com, n8n, and Zapier. No-code first.

Make.comn8nZapierAPI Integration

Prompt Engineering & LLM Applications

All Professionals2–3 Days

Advanced prompting, chain-of-thought, structured outputs, and building practical LLM-powered tools.

Chain-of-ThoughtFew-ShotStructured OutputTool Use

Building AI Assistants & Chatbots

Product & Tech Teams3–5 Days

Customer-facing and internal AI assistants β€” conversational design, RAG basics, and deployment.

Conversational AIRAG BasicsCRM IntegrationDeployment

AI-Powered Digital Marketing

Marketing Professionals2–3 Days

Leverage generative AI across your marketing workflow β€” from content creation and SEO optimisation to ad copywriting, social media automation, and customer segmentation.

AI Content CreationSEO with AISocial Media AutomationCampaign Analytics

AI-Assisted Software Engineering

Software Developers2–3 Days

Supercharge your development workflow with AI copilots. Covers code generation, debugging, refactoring, test writing, and documentation using tools like GitHub Copilot, Cursor, and Claude Code.

AI CopilotsCode GenerationLLM API IntegrationAI-Augmented Testing

Data Science & Analytics in the AI Era

Analysts & BI Teams3–5 Days

Modern data analysis powered by AI β€” using LLM copilots for exploratory data analysis, automated data wrangling, natural language querying, and intelligent dashboard creation.

AI-Augmented EDAPython & SQLNL QueryingData Visualisation
Tier 3 β€” Advanced

Builder and developer-level programmes for production AI.

Agentic AI: Multi-Agent System Design

Developers & Engineers4–8 Weeks

Autonomous agents, LangGraph, CrewAI, AutoGen, tool use, and human-in-the-loop architectures.

LangGraphCrewAIAutoGenTool Use

RAG Architecture & Enterprise Knowledge Systems

Developers & Data Engineers4–8 Weeks

Vector databases, embeddings, chunking strategies, retrieval pipelines, and rigorous evaluation.

Vector DBsEmbeddingsChunkingEvaluation

LLM Fine-Tuning & Domain Customisation

ML Engineers6–12 Weeks

LoRA, QLoRA, RLHF, dataset preparation, evaluation, and deployment of domain-tuned models.

LoRAQLoRARLHFModel Eval

Machine Learning Engineering & MLOps

ML & Data Engineers6–12 Weeks

Build, deploy, and monitor ML systems at production scale. Covers ML pipeline design, experiment tracking, model serving, CI/CD for ML, monitoring, and drift detection.

ML PipelinesModel ServingCI/CD for MLDrift Detection

FLEXIBILITY

Every Programme is Fully Customisable

We tailor every curriculum to fit your learners, your sector, and your delivery model β€” without compromising on SSG-recognised standards.

Industry-Specific Case Studies

Scenarios drawn from your learners’ sector β€” finance, healthcare, public service, manufacturing, and more.

Institutional Branding

Co-developed courseware that carries your institution’s voice, branding, and learning standards.

Blended & Online Delivery

Classroom, virtual, asynchronous, or fully blended β€” whatever fits your learners best.

WSQ or Non-WSQ Aligned

Funded and accredited under SSG, or delivered as standalone professional programmes.

SERVICES

What We Offer

WSQ Programme Design

End-to-end curriculum design aligned to SSG’s Training and Adult Education (TAE) Skills Framework.

Courseware Development

DDDLP-standard instructional design β€” learning outcomes, assessments, facilitation guides, and learner materials.

Trainer Qualification Support

We support organisations in meeting SSG’s Adult Educator (AE) qualification requirements for WSQ and non-WSQ funded courses.

Blended Learning Design

Programmes that combine classroom, workplace, and technology-enabled learning β€” aligned with ACLP 2.0 competencies.

CREDENTIALS

Our Credentials

ACLP Certified

In-house team with Advanced Certificate in Learning and Performance β€” SSG-recognised for training and assessment of WSQ and non-WSQ funded courses.

DDDLP Certified

In-house team with Diploma in Design and Development of Learning for Performance β€” SSG-recognised for curriculum design and courseware development.

CLIENTS

Who We Work With

Training ProvidersCorporate L&D TeamsInstitutions Seeking SSG ATO ComplianceInternational Training InstitutionsGovernment Agencies

Discuss Your WSQ Programme

Let's design a SkillsFuture-aligned programme that meets SSG standards and delivers real outcomes.

Get in Touch