Combining state-of-the-art machine learning with 40 years of trading-specific domain knowledge, we turn trading desks that manage complex conversations with asset managers into modern data driven franchises.
markets are conversations.
We aim to help investment banks have better and more efficient conversations.
Exposing the digitial potential in your business
Our models have unprecedented performance on financial conversations thanks to our proprietary methods for building gold standard datasets. The result is a powerful natural language understanding platform at your fingertips.
A three-month on-premise exploration of your unstructured data. A team of domain experts and data scientists reveal the extent to which there is meaningful information in your conversations.
Automate burdensome pre-trade audit requirements introduced under MiFID directives and free up valuable front office resources.
Extract fine-grained liquidity from your franchise based on what is being discussed in conversations, giving you a profile of trades that haven’t happened yet.
Go beyond hit rates with our chat analytics, allowing you to better understand the nature and quality of your client relationships.
Critical to our work is the deployment of domain experts and data scientists to curate your data and create domain-specific gold standard data. Unsupervised approaches and active learning methods are either too crude for secondary market trading, or worse, unacceptably disrupt the workflow of your front-office personnel.
Our domain experts bring years of product knowledge, trading jargon and conventions to our curation. We used this knowledge to carefully annotate market conversations. Combined with advanced data programming technologies and linguistic theory, our unprecedented datasets are key to the outlandish performance of Sense Street’s models.
Thanks to our curated datasets, we are able to use supervised learning algorithms to train neural networks that easily outperform heuristic and unsupervised approaches.
The resulting models enable the extraction of fine-grained and complex information from market conversations. The resulting knowledge base takes franchise information that is currently restricted to individuals, and makes it available to your institution as a whole.
Unprecedented digital applications that boost efficiency and business opportunity are constructed downstream of a Sense Street knowledge base.
Sense Street’s Enterprise Architecture guarantees Security of Client Data