Author Archives: Vijayashankar Na

We refer to the DGPSI-AI framework which is an extension of DGPSI framework for DPDPA compliance. DGPSI-AI covers the requirements of a AI deployer who is a data fiduciary and has obligations  under the DPDPA. This framework which is a … Continue reading →

In continuing our discussion on Data Valuation methods, we have come across an interesting discussion called “Business Model Maturity Index method”. This method tries to assess the organization’s Capability focussing on data and analytics by progressing through defined levels such … Continue reading →

Continued We have discussed the different data valuation methods which were discussed by the Australian economists Moody and Walsh in our previous post. The first step in data valuation in an organization starts with creation of the Data Inventory. Then … Continue reading →

Continued In developing a DGPSI-Data Valuation framework in support of DGPSI-Full version, let us now explore some globally prevailing thoughts on Data Valuation. In 1999, two Australian researchers Daniel L Moody and Peter Walsh published a paper  “Measuring the value … Continue reading →

P.S: This is a continuation of a series of articles on Data Valuation.  Discussing Data Valuation is mixed up with Data Monetization and could cause serious conflicts with the concept of Privacy and Data Protection. These are ignored   in the … Continue reading →

The DGPSI (Data Governance and Protection Standard of India) as a framework for DPDPA Compliance adopted the Principle that Data as an asset must be recognized with monetary value which should also be rendered visible. Accordingly, one of the implementation … Continue reading →