Data and AI
Discover how GovTech harnesses data science and AI capabilities to develop a range of tools that help improve operational efficiency and cross-analysis.
Last updated 4 June 2025
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Leveraging data science and artificial intelligence to improve cross-analysis and operational efficiency within the government
Data has changed the world for the better. Armed with key insights, everyday citizens can make informed decisions as they go about their daily lives. For government agencies, data have also paved the way for evidence-based policymaking.
The volume of data Singapore's public sector collects has increased exponentially over the years. In order to be able to analyse and draw meaningful insights from the endless streams of data, we need to unlock the power of technologies such as artificial intelligence (AI).
Always one to keep up with the latest trends, GovTech has created several AI-enabled services, all aimed at increasing productivity and project success.
Cybersecurity best practices for Large Language Models
Across the entire government, the adoption of Large Language Models (LLMs) is accelerating due to their potential to enhance government operations and services. To ensure that government systems are designed with security in mind, GovTech produced a LLM Cybersecurity Playbook.
This playbook provides a recommended set of cybersecurity best practices to guide agencies and industries in developing (including training and fine-tuning), procuring, deploying (including integration), and using LLMs. Given the evolving nature of the cybersecurity landscape and the early stage of LLM adoption, we commit to regularly reviewing the playbook in consultation with AI practitioners to ensure its ongoing relevance.
Download a copy of the LLM Cybersecurity Playbook [PDF, 483 KB].
Explore our data and AI tools
Analytics.gov
Built with analytics and machine learning operationalisation capabilities, this platform enables public officers to collaborate on data projects.
Video Analytics System
This central platform analyses video data, investigates occurrences as well as extracts insights and trends for follow-up.
WOGAA
The Whole-of-Government-Application-Analytics (WOGAA) monitors performances of government digital services and provides data for benchmarking.
Data.gov.sg
This is a repository of real-time datasets uploaded by government agencies, and comes complete with dashboards, shareable charts and blogs.
GovText
This NLP-based text analytics platform helps public officers better understand textual data through the topic modelling and summarisation features.