powering minds over markets

In the Markets

Spotlight on current market sentiments

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Our Mission

Applying behavioral economics to sustainable investment outcomes

Tailored NLP

A flexible AI-based natural language processing system to identify and score millions of companies, people, products, assets, locations, topics, and events from any type of raw text.

Sentiment Feeds

NLP processed data is collated in real time into time-series data feeds covering asset buzz, ESG controversies, financial and global events, emotions, and themes.

Predictive Signals

Alpha is extracted from sentiment feeds into simple daily signals, useful for price prediction and risk management.

Our Data

The backbone of our research analytics

Real-Time and Multi-Dimensional

Scores are computed on a minutely basis for a variety of complex themes, sentiments, and sustainability topics using our proprietary natural language processing engine.

Global Entity Recognition

All major investable assets are tracked in local languages including global bonds and stock indices, ETFs, currencies, commodities, and cryptocurrencies. We map more than 100,000 global companies point-in-time to standard identifiers and industry codes.

Comprehensive Source Coverage

Monitoring of millions of news articles, social media, NGO reports, transcripts, filings, and press releases in 13 languages with history back to 1998 and continuously updated.

Our Clients

We serve global funds, corporations, banks and brokerages in over 25 countries

Valued Partners

Publicized Clients


Latest Developments


January 19, 2023

We'd love to see you at BattleFin Data conference in Miami Jan 25th-27th, 2023! We'll be speaking Thursday morning about global macro forecasting with real-time media data.

December 01, 2022

Look forward to seeing our friends at BattleFin Data Discovery Day in London, Dec 7th!  We're speaking about the (controversial) ESG outlook for 2023.

October 13, 2022

We're thrilled to announce our ESG data was voted by analysts and investors as the Best ESG sentiment data of 2022 in ESG Insights.

October 12, 2022

Please join our webinar on “How news and social media data explain market behavior” with Refinitiv on Wednesday Oct 12th at 3pm ET.

October 11, 2022

We're presenting new research with Mathworks (makers of Matlab) at their Annual conference on Oct 11-12th

September 27, 2022

Looking forward to seeing our friends at BattleFin Singapore and Token2049 Sep 28-29th!

July 21, 2022

See you at the Oxford Sustainable Finance Summit 2022 where we are speaking on “NLP and The Share Price Impact of ESG Reports.”

June 15, 2022

Looking forward to seeing our friends at BattleFin in NYC!

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