Explainability-first architecture
SHAP, LIME, and counterfactual tooling are design requirements — not post-hoc patches before audit deadlines.
About ClarityEngine
Founded in Singapore to make machine learning accountable, transparent, and actionable.
Our mission
ClarityEngine exists because high-stakes decisions deserve more than a probability score. We build explainable AI systems that risk teams, regulators, and business leaders can interrogate with confidence.
Headquartered at International Plaza in the Central Business District, we serve financial services, insurance, logistics, and public-sector clients across ASEAN who require PDPA-aligned data practices and MAS-aware model governance.
UEN: 201392847H
What sets us apart
BI and ML unified
Dashboards and model APIs share the same feature lineage, so executives and quants never argue from different datasets.
Singapore governance expertise
PDPA, MAS TRM, and internal model risk frameworks inform every engagement from discovery through production.
By the numbers
0+
Years combined XAI experience
0
Enterprise deployments
0
CLR solution packages
Work with a team that speaks regulator and data scientist
Visit us at 10 Anson Road #26-04, International Plaza, Singapore 079903.
Get in touch