W Training and Consulting · Singapore · Est. 2013
AI governance that works in practice.
We help SMEs and education institutions adopt AI responsibly, with governance frameworks that fit your size and training that makes them stick.
The gap we close
Organisations are adopting AI faster than they can govern it.
Staff use generative AI without guardrails, policies lag behind pilots, and expectations keep rising: Singapore's Model AI Governance Framework, PDPA obligations, ISO/IEC 42001. Large enterprises hire teams for this. Growing organisations need a partner instead.
What we do
Two pillars, one practice.
AI Governance Advisory
Readiness assessments, governance frameworks, AI policies, and leadership briefings. Practical, right-sized, and aligned to the standards that matter.
AI Governance AdvisoryCurriculum Development & Training
WSQ and non-WSQ courseware development, learner assessment design, and programme delivery for institutions, training providers, and government agencies.
Training & Curriculum DevelopmentMost consultancies hand you a framework and leave. We build your people's capability to run it, with advisory grounded in accredited-standard training. That intersection is what few firms can offer.
W-AI Index · Proprietary tool
Our own tools, built the way we advise.
W-AI Index is our fully offline AI-generated-text analysis engine, built for academic environments where confidentiality, governance, and assurance matter. It produces an indicative AI-generation index that supports human academic judgment rather than replacing it. Practical, governance-led AI adoption: practised, not just preached.
Aligned to: Singapore Model AI Governance Framework (IMDA/PDPC) · AI Verify · ISO/IEC 42001 · NIST AI RMF · PDPA
Led by: CAIEG & CRGAIG-certified practitioner · NTU Graduate Certificate in Responsible Applied AI · Doctoral researcher