IRMAC General Meeting

Building an effective data governance framework focused on data quality

Data is the new oil and important for every modern organization for efficient operations and innovation. To keep any machine running smoothly and efficiently, one will ensure to use high-quality oil/fuel. Similarly, to unleash the full potential of the organization, data quality and data governance are key components to keep data clean, relevant and usable. In this session, we will discuss the following important topics :

  • Different aspects of data management, data governance and data quality.
  • Key points to establish a good data governance and data quality practice.
  • Initial steps towards good data governance and data quality.


Varinder S. Sembhi is founding partner of Xodiac Inc, a consulting firm with a mission of "making every team thrive" to unleash their full potential.

Varinder specializes in data management, data governance, data quality and analytics. He has helped organizations with defining and implementing data initiatives including ingestion, reporting, access, privacy and governance practices. Varinder's vast experience in the data space in global enterprises positions him to assess data maturity and deliver a pragmatic plan to achieve any organization's desired goals for data.

Varinder is an engineer by training and he also earned his executive MBA from the Richard Ivey School of Business.


Meeting: Wednesday, March 20, 2019

4:20 p.m. Registration, snacks & refreshments; 4:30 p.m. Start; Expected finish 6:00 p.m.

Location: , 91 King Street East (near King/Yonge subway), Toronto, ON M5C 1G3.

No advance reservations are required to attend this presentation. Should you wish to attend on the Web then, please register using the link below, before 4 pm on the previous day.

Attendance is free for IRMAC members. A guest fee of $20 applies to non-members. For your convenience, guest fees can now be made, in advance, online using credit cards.

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