Machine learning
Engineers tap machine learning to improve graph analytics
Augmenting graph analytics with AI can detect more complicated anomalies, vendors say.
This Week: Google Cloud/Commerzbank, SmartStream, Anna DSB, and more
A summary of some of the past week’s financial technology news.
IHS Markit soft launches more Risk Bureau capabilities ahead of Libor transition
The newly-acquired data giant targets the sell side with a suite of new risk-based applications meant to help banks with the transition from Libor, which is expected for the end of this year.
GameStop post-mortem: Alt data world confronts eroding barrier between online and real life
After Redditors staged an epic short squeeze against a handful of hedge funds, some in the industry are left wondering whether today’s models and data techniques are prepared for world where online often equals real life.
Linedata looks to modularize OMS, analytics offerings to compete in consolidating market
After releasing its cloud-native AMP and data analytics platforms in 2020, Linedata is looking to readjust its OMS strategy as it embraces microservices.
PanAgora’s CIO & head of sustainable investing explain firm’s ESG framework, best practices
Waters Wavelength Podcast Interview Series: PanAgora’s George Mussalli and Mike Chen hit on topics including building predictive models using point-in-time data, and balancing ESG portfolios.
Fed could require senior management to explain AI models
A new era of accountability might see the Federal Reserve demand model explainability to keep financial system safe.
JP Morgan AM develops AI quant tool that uses mind maps to build thematic funds
ThemeBot uses textual relevance and revenue attribution to construct a list of stocks, which is then verified by JPMAM’s active equity analysts.
Data providers target data deficiencies in muni bonds market
Companies like Ice are looking at ways to help municipal bond investors gain transparency into a historically opaque market.
GreenKey aims to productize new research chatbot after winning Symphony hackathon
The company is consulting with buy-side and sell-side clients on how its newly developed GK Research Bot can best solve their research and information overload woes.
BlackRock looks to predictive ESG data, rather than point-in-time
Mary-Catherine Lader says that the asset manager is building out new modeling tools to help users better understand how the decisions a company makes today can affect their performance in the future.
State Street focuses on 6 data vendors for ESG analysis
State Street’s Chris Berry explains how the asset servicer winnowed 60 ESG data providers down to six, and why this strategy has proved to be effective.
HKEX targets company disclosure gaps with artificial intelligence
The system monitors annual reports for issuer compliance with listing rules, speeding up a formerly manual job.
Vendors Continue to Move Products, Services to the Cloud: Some Examples
Last year, most (if not all) financial technology providers either completed or started major projects that involved moving their products and services to the cloud. WatersTechnology looks at 15 of the more interesting cloud-migration initiatives from…
Waters Wrap: Why Banks Should Start Experimenting with Quantum Today (And ESG’s Next Wave)
If banks want to future-proof against quantum computing disruption, Anthony says they need to start experimenting now. But there’s another reason to start down this path: as Goldman Sach’s William Zeng explains, there’s a lot of funding that’s available…
Goldman Sachs, IBM Lay Out Quantum Project for Derivatives Pricing
The two firms spent the better part of 2020 developing a detailed analysis of the quantum computing resources needed to achieve quantum advantage in derivatives pricing. Execs from IBM and Goldman explain why this benchmark is important for future…
Instinet Poised to Integrate New “Green Screen” Strategy
Environmental, social and governance (ESG) investments and green technology are not new phenomena across the capital markets, although they have struggled to gain widespread acceptance. But now, in the wake of the Covid-19 pandemic, investors’ priorities…
Machine Learning in the Capital Markets 2020: ML Spreads During Pandemic
WatersTechnology looks at how 10 different firms are embedding machine learning algorithms into their platforms and tools.
The ABCs of NLP: How Trading Firms Used NLP to Navigate 2020
This year, natural language processing came to the fore in capital markets, helping firms of all kinds parse huge, unstructured datasets.
Arabesque AI to Launch New Prediction Engine Using Machine Learning
The firm is working with different machine-learning methods for portfolio construction, and expects its AI system to go live early next year.
Waters Wrap: SS&C Advent & Refinitiv Refine Cloud Plans (And Some Fixed Income Bits)
Anthony looks at how two major tech companies in the capital markets space are evolving their cloud strategies and what they might mean for the industry at large.
Machine Learning will Create New Sales Bots on Trading Desks
Technologists are working to automate indications of interest from trading desks, according to UBS’s head of machine learning.
At the ‘Fringes of Realism’: Agent-Based Models Take Hold Among Quants
Agent-based modeling has taken root seemingly everywhere throughout the last decade, from theoretical physics, to military operations, to public health, to ride-sharing apps like Uber, and to a much lesser extent, finance. However, a year such as 2020…
Waters Wrap: S&P-IHS Markit and the Land of Giants (Also, More on AML Tech)
Anthony provides some of his initial questions and thoughts following the S&P-IHS Markit deal. He also takes a second look at AML technology after getting some sage feedback.