Our Expertise

Data Virtualization and Visualization

Data Virtualization enables distributed databases, as well as multiple heterogeneous data stores, to be accessed and viewed as a single database. Data Visualization is the display of data to end users graphically such as charts and dashboards.

Data Analytics/ Predictive Analytics

Data Analytics is the process of deriving insights from data in order to make better decisions.

Robotic Process Automation (RPA)

Robotic Process Automation (RPA) helps to rapidly automate repetitive or time-critical tasks. Some use cases include process automation, data acquisition and testing of web apps.


Representing these systems by mathematical models allows optimization algorithms to find optimal solutions that maximize revenue, minimize costs, or improve efficiency.

Natural Language Processing

Natural language processing (NLP) makes it possible for machines to summarize and visualize patterns within text, cluster documents according to topics, and extract and prioritize recurring customer concerns found in text data.

Computer Vision

Computer visionallows machines to accurately identify and classify objects using digital images from cameras, videos and advanced algorithm for situation analysis and early danger detection to alert users of various events scenario.

AI Learning Journey

In partnership with AI Singapore, Data Science and Analytics Centre (DSAC) designed the AI Learning Journey (AILJ) to empower companies in their data-driven digital transformation through AI and Analytics adoption. Anchoring on AI Singapore's AI Readiness Index, the AILJ showcases a range of AI and Analytics use cases that the team has developed for the industry. These real-world examples cater to companies at different levels of AI readiness. Through this initiative, DSAC aims to inspire companies to discover the potential of AI and Analytics in their digital transformation journey.

LearningJourney_webpage image_V3_cropped

If you are keen to arrange a visit to DSAC's AILJ for your company / organization, you may contact us at SPAN@sp.edu.sg and include "[For DSAC]" in subject head.


AI Lead

Find out more information here.

Find out the detail about the course here.

AI Lead

Our Solutioning

We partner industry leaders, and with our combined expertise, bring organizations proven technologies and practices to boost their productivity and innovation.


Data Integrated System

The Data Integrated System (called System), with integration of data from the factory floor to the business unit, will provide an advance level of business and operational insights for staff and management team to make strategic and tactical business decisions that are backed by data.

AI for Workplace Safety System

The AI for Workplace Safety System leverages Artificial Intelligence (AI) and CCTV infrastructure to detect Personal Protection Equipment (PPE) in various industry workplaces, captures PPE non-compliant instances in real-time, and displays alert message via a central dashboard.


IoT Sensors
For Smarter Facility Management

Companies can leverage Internet of Things (IoT) technology to expand their digital capabilities. Embedding IoT sensors into infrastructures and utilities can give companies' assets the ability to sense and even respond to problems as they develop. This, in turn, will help companies better direct maintenance and reduce downtime, providing greater operational efficiency. IoT sensors could be appropriately introduced to monitor the structure of an asset as well as services that run through it, such as air, water, and electricity.

Applied AI Programme at IHLS - in partnership with Enterprise Singapore

We are pleased to offer a programme to support small and medium enterprises (SMEs) in adopting AI-enabled solutions. AI is rapidly transforming business operations and presenting new opportunities for efficiency and innovation. Through this programme, we will support SMEs in the integration of suitable AI-enabled solutions into their businesses with the objectives of enhancing productivity and business efficiency, and/or leveraging AI for business growth. To help defray some of the associated costs, EnterpriseSG will provide a 50% subsidy for eligible SMEs to develop and adopt these customised AI solutions through this programme.

Available AI Solutions

Localized AI-Enabled Document Query System

Issue: Companies often struggle to retrieve specific information from their internal data repositories. Utilizing powerful online search engines typically requires uploading files to external platforms, which poses significant security risks.

Solution: Deploy Large Language Models (LLMs) locally to search through internal data repositories. This approach eliminates the need to upload sensitive documents to public services, enabling companies to harness the power of AI for natural language searches while maintaining data privacy and security.

More solutions will be added soon - each designed to meet specific business needs. We encourage you to visit our website regularly for updates on new AI-enabled solutions. If you are interested, please email us at SPAN@sp.edu.sg and indicate “[For DSAC] Solutioning” in the subject head.

Our Training

Training Program Packaging 

DSAC will assist companies in assembling their training programs with courses that suit their needs. All recommended courses are SkillsFuture funded. An example is as follows:


Training Packaging

AI Data Apprenticeship Programme (AIDP) @ SP: A Joint Program with AISG

At Singapore Polytechnic, we are here to support companies with project & data through two phases of apprenticeship programme, followed by deployment of solutions in the companies.

  • Phase 1: Project Scoping, Data Wrangling and Data Visualisation
  • Phase 2: Project Scoping, Data Wrangling and Data Analytics / AI

For more information on the course details and fees, click here.


Data-driven Digital Transformation for Built Environment

At Singapore Polytechnic, we are here to support you and your company to:

  • Conduct analysis to identify implementable project problem statements for digital transformation.
  • Design a plan for digital transformation that will pave the way for solution adoption.

Click here to find out more.

“The Data-Driven Digital Transformation (D3T) programme conducted by Singapore Poly has been an eye opener for us. It not only helped us to have better understanding of how we should digitalise and visualise our data, but also to chart implementable plans to analyse and leverage these data for better decision making. The future of our business strategies has to be driven by data.” ~ Liaw Chun Huan KTC Group CFO

Specialist Diploma and Short Courses in Data Science

Our Specialist Diploma programs and short courses offer well structured, rigorous learning platforms for anyone who needs to apply essential Data Analytics skills in their current job, and prepare to enter a career in Data Science. Our training is SSG funded. For more queries, contact us (SPAN@sp.edu.sg) to find out more! (Kindly include DSAC in the email header.)

Stackable Specialist Diploma in Data Science

We currently offer five stackable Specialist diplomas in Data Science that are designed to first equip students with two common modules, fundamental of statistics and programming skills to earn a Certificate of Fundamentals of Data Science. Then students can advance to take two modules to get another certificate to earn their first Specialist Diploma in Data Science in a particular specialisation such as 1) Artificial Intelligence, 2) Data Analytics, 3) Data Engineering, 4) Predictive Analytics, or 5) Vision and Language Analytics. 

Students can further stack up two more modules for each of the other three specialisations to earn themselves additional Specialist Diplomas in Data Science.

Find out more details about the Specialist Diploma in Data Science below:

Artificial Intelligence | Data Analytics |  Data Engineering  | Predictive Analytics | Vision and Language Analytics  

Data Analytics Skills Series

Critical Skillsets in Data Science include data visualization, quantitative strategies for data analysis, predictive modelling and risk evaluation, computational strategies to simulate system behaviour and building software agents to learn, improve, adapt and produce desired outcomes or task.

Click here to learn more on Data Analytics Skills Series.

We are ready to lead you into the future of AI, Data Science and Analysis. Contact us to learn more.