Data analytics has been the focus of many organizations in the recent years amidst other technological developments.

Based on our experience working with clients, four key elements must be present for an organization to be confident about using its data to make decisions:

  • Quality of data and processes used;
  • Effectiveness of data in providing added value for both the organization and end users;
  • Integrity of data; and
  • Flexibility of data analysis systems to adapt to the rapidly changing environment

In order to harness the true potential of smart data, a clear framework of risks, controls, standards and values is crucial.

 

Are you data ready?

  • Do you have a strategy in place for harnessing the full potential of your data?
  • Are you taking the right risks when it comes to dealing with data?
  • Are insights being delivered to right people at the right time?
  • What is the expected level of ROI when investing in data analytics?


Working towards a smart, data-driven organization

At KPMG, we empower clients to harness the potential that resides in your data and deploying it using the power of intelligent automation. Our approach integrates risk considerations throughout the program lifecycle, enabling your digital journey without compromising innovation.
 

ETR framework

Speak with us today to find out how your organization can embrace technology with confidence.

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Emerging Technology Risk

Organizations can achieve tangible benefits from emerging technologies, but they must recognize the risks that accompany them
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Andrew Koh

Andrew Koh

Partner, Technology Risk, Advisory

KPMG in Singapore