Solution for investors

Current approaches to ESG data analysis are riddled with challenges, including lack of standardization and transparency, differing methodologies and survey fatigue. 

Ongoing regulatory changes, demand for greater disclosure, and new ESG driven initiatives is resulting in the proliferation of ESG data. How can the financial services community capture actionable insights? 

Datamaran makes the previously incomparable, comparable. 

It’s qualitative, AI-centered approach scans narrative text from thousands of corporate reports to deliver objective, transparent and evidence-based insights into 100+ ESG issues. We offer broad global coverage of over 8000 companies, enabling speed and objectivity.  

  • Qualitative portfolio construction and screening against 100+ ESG topics 
  • Relative ranking analysis of 8,000+ companies based on data-driven, objective issues-based scores
  • Material issues identification and monitoring
  • Thematic analysis using a customizable ontology of 100+ ESG topics
  • Ongoing portfolio monitoring to identify emerging trends
  • Qualitative portfolio construction and screening against 100+ ESG topics 
  • Relative ranking analysis of 8,000+ companies based on data-driven, objective issues-based scores
  • Material issues identification and monitoring
  • Thematic analysis using a customizable ontology of 100+ ESG topics
  • Ongoing portfolio monitoring to identify emerging trends
Vinit Srivastava - MerQube

“Utilizing artificial intelligence augmented by a deep understanding of ESG topics and issues, Datamaran delivers objective insights that are compelling. Topical depth, broad company coverage and deep history round out their rich data set which is essential to our index construction process.

As a progressive fin-tech firm, we are excited to work with another fin-tech pioneer to bring to market the best index solutions in the ESG space.”

Vinit Srivastava, CEO and co-Founder, MerQube Inc.

Vinit Srivastava - MerQube

“Utilizing artificial intelligence augmented by a deep understanding of ESG topics and issues, Datamaran delivers objective insights that are compelling. Topical depth, broad company coverage and deep history round out their rich data set which is essential to our index construction process.

As a progressive fin-tech firm, we are excited to work with another fin-tech pioneer to bring to market the best index solutions in the ESG space.”

Vinit Srivastava, CEO and co-Founder, MerQube Inc.

Providing an Edge with AI

Artificial Intelligence (AI) is the core of what we do. Our dynamic and evolving Topic ontology library contains 100+ topics related to ESG, geopolitical, technology and emerging risks.  Proprietary Natural Language Processing (NLP) algorithms scan narrative text from the following databases:

  • Corporate reporting (annual sustainability reports, annual financial reports, SEC 10-k and 20-f filings) 
  • Mandatory regulations and voluntary initiatives 
  • Online news (LexisNexis) and Social media (Twitter) 

Capture comparable insights from tens of thousands of source documents in seconds with the click of a button.  


Ready to dive deeper?

We would be delighted to give you a demonstration of Datamaran, tailored to your specific needs.

Simply fill in the form on the right hand side and we will soon be in touch.

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“Data-driven materiality helps us to take better strategic decisions.”

Antoni Ballabriga, Global Head of Responsible Business, BBVA

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The leading digital solution for external risk management.

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