Asia Awards 2023: Best ESG data provider—RavenPack
Product: RavenPack’s ESG Controversy Scoring
Overview
RavenPack’s ESG Controversy Scoring framework gauges a firm’s ESG controversy exposure over time via real-time news monitoring. Sustainability data is often unstructured, making it hard to systematically consume and identify signals. Addressing this data challenge is key to establishing a robust ESG strategy, as investors rely more on data-driven processes for scale and efficiency in ESG applications.
“The first challenge of ESG investing is measuring ESG in the context of a company’s activities. The second is to do it in a timely manner. This is the main driver that brings investors to work with us on early detection, classification and reporting based on media reports―a low-latency signal that can quickly identify emerging threats.”
Peter Hafez, chief data scientist, RavenPack
The solution
RavenPack’s ESG Controversy Scoring framework uses real-time detection of events from over 40,000 news sources in 13 languages to assess a firm’s ESG controversy exposure. The firm’s taxonomy includes nearly 7,400 events, with 171 related to ESG controversies, providing high specificity in measurement.
Secret sauce
RavenPack’s ESG Controversy Scoring framework is based on the firm’s natural language processing (NLP)-driven event-detection capabilities, with a high level of granularity (more than 7,400 event categories identified). The process is fully transparent, down to the news article. In comparison, packaged ratings from major rating agencies rely on relatively opaque analyst views that tend to be slower to react to breaking news events.
Recent milestones
- Research-backed business application: RavenPack analyzed the relationship between events detected within its ESG Controversy Scoring framework and share prices of listed equities. Integrating controversy-based signals into investment strategies can beneficially impact portfolio performance.
- Launch of ESG Controversy Top Movers report: Weekly digest of top 10 most controversial corporate moments (https://www.ravenpack.com/controversy)
- Ongoing improvement of ESG event detection capabilities
Future objectives
- Leverage Controversy Scores in different settings, such as sector rotation strategies and partner with index providers to build investable indexes that use alpha-augmenting controversy overlays
- Explore new markets and business applications, such as expanding access to controversy scores for discretionary investors using targeted tools
- Explore additional research that can underpin cross-asset strategies using controversy data
Why they won
RavenPack, a Marbella, Spain-based data specialist, wins its first ever WatersTechnology Asia award thanks to its ESG Controversy Scoring framework, which is designed to monitor a firm’s ESG controversy exposure over a period of time via real-time news monitoring. This is an increasingly important aspect of the ESG market and one that is both complex and labor-intensive. RavenPack’s strategy entails real-time detection of events from over 40,000 news sources in 13 different languages to assess a firm’s ESG controversy exposure, thus providing transparency and granularity to an area of the ESG sector mired in opaqueness.
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (point 2.4), printing is limited to a single copy.
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. As outlined in our terms and conditions, https://www.infopro-digital.com/terms-and-conditions/subscriptions/ (clause 2.4), an Authorised User may only make one copy of the materials for their own personal use. You must also comply with the restrictions in clause 2.5.
If you would like to purchase additional rights please email info@waterstechnology.com
More on Awards & Rankings
Witad Awards 2025 winner’s interview: Kaja Zupanc (Duco)
Kaja Zupanc, head of machine learning at Duco, won the data science professional of the year (vendor) category in the 2025 Witad Awards.
Witad Awards 2025: Risk professional of the year—Anne Leslie, IBM Cloud
Anne Leslie, cloud risk and controls leader for EMEA at IBM, wins risk professional of the year in the 2025 Women in Technology and Data Awards.
Witad Awards 2025 winner’s interview: Maureen Downs (Connamara Technologies)
Video interview with Connamara Technologies co-founder, and winner of the trailblazer vendor category in the 2025 Witad Awards, Maureen Downs
Buy-Side Technology Awards 2024 winner’s interview: FactSet
Video discussion on FactSet’s trio of wins in the 2024 BST Awards
Witad Awards 2025: Vendor professional of the year (business development)—Ripple Bhullar, Kyndryl
Ripple Bhullar, vice president, head of US capital markets and diversified, at Kyndryl, wins vendor professional of the year (business development) in the 2025 Women in Technology and Data Awards.
Witad Awards 2025: Technology leader of the year (vendor)—Mary Cecola, Broadridge Financial Solutions
Mary Cecola, CTO for asset management at Broadridge Financial Solutions, wins technology leader of the year (vendor) in the 2025 Women in Technology and Data Awards.
Witad Awards 2025: Trailblazer (Lifetime achievement) award (vendor)—Maureen Downs, Connamara Technologies
Maureen Downs, co-founder and chair of Connamara Technologies, wins the Trailblazer (Lifetime achievement) award (vendor) in the 2025 Women in Technology and Data Awards.
Witad Awards 2025: Legal/compliance professional of the year—Devi Shanmugham, Tradeweb
Devi Shanmugham, global head of compliance at Tradeweb, wins legal/compliance professional of the year in the 2025 Women in Technology and Data Awards.