Author Archives: Vijayashankar Na

Yesterday there was an interesting TV program where Mr Arnab Goswami, of the Republic TV had a long live conversation with the “Blue Machine” an enterprise AI developed in India. It was an exploration of how the AI would respond  … Continue reading →

Article Contributed by: Mr. M. G. Kodandaram Introduction The Digital Personal Data Protection Act, 2023[i] (DPDP Act), read with the Digital Personal Data Protection Rules, 2025[ii](DPDP Rules), marks a structural shift in India’s regulatory approach to personal data in digital form. … Continue reading →

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 →