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Vivek Joshi

Director & CEO @ Exc... • 9m

A major hurdle in achieving business sustainability is the "data dilemma": poor data quality &integration, leading to flawed decision-making. Despite increasing interest in ESG, many companies struggle with scattered, inconsistent, &incomplete sustainability data. For instance, a 2025 report indicates that 57% of companies cite data quality as their top concern. This isn't merely a technical issue; it's deeply rooted in organizational culture &lack of standardized frameworks. 2021 FERF report revealed that 85% of companies use multiple reporting frameworks, creating fragmented datasets. Without unified metrics &accessible, reliable data, businesses face "analysis paralysis" or "greenwashing" accusations, eroding trust. The average annual cost of poor data quality is $15 million, highlighting the tangible impact. Overcoming this requires robust data governance, cross-departmental collaboration, &investing in skilled personnel to translate data into actionable insights.

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Anonymous

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Though companies like scale.ai exist why AI startups struggle to find high-quality data. Is it because of the cost?

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Anonymous

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A decentralised marketplace where different startups, institutions, and big companies are connected and where they can share their data. The platform provides pre-processing, compliance checks and data licensing to provide a safe harbour for AI compa

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West Bengal ranked 3rd in total no. of regd companies and total no. of active companies in India as on 31.03.23. AlsoBengal ranked 8th in new companies registered during FY 22-23. (MCA does not release city wise data of cos registered ) src - MCA A

Rishikesh guptha

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I think INDIA should focus on Sustainability, Recycling, Waste and Water Management. We need startups and companies to focus on this. As a majority of Cities are very poor in waste management (mostly NIL) and none thinks about Ground water restoratio

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Anonymous

Hey I am on Medial • 1y

Many companies have very poor data privacy policies. I am completely averse to giving my Aadhar/ Pan or even registering for EPFO because of the fact that I am worried that my data will be treated like a joke. Is there any way out of this? please

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B Punija

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Just as a caution for a lot of you. When opening a digital Demat account on any investing platform be very careful. Given the poor cyber security environment, the risk of your Kyc being leaked or sold is very much there. Just pathetic and irrespons

Vansh Khandelwal

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