Predictive
Vaccine Tracking Data—The Next Big Alt Dataset
Investment firms and vendors are searching for signals in healthcare and pharmaceutical data in a bid to get a leg up on a Covid-19 vaccine.
Apteo Debuts ‘No-Code’ AI Predictive Analytics Platform
Originally conceived to serve the needs of financial professionals, Predictive Insights has a wide range of predictive applications, even beyond capital markets.
IHS Markit Rolls Out New Buy-Side Derivatives Risk Modeling Platform
The product combines emerging technologies to offer speed, scale, and new perspectives on credit spreads and portfolio performance by overlaying financial data with alt data.
Brown Brothers Harriman Re-Imagines AI Ecosystem After March Market Madness
Unprecedented volatility in March is leading the bank to double down on its AI systems in a big way.
To Tackle ‘Covid Economy,’ Facteus Adds Real-Time Consumer Spend Data to Revenue Predictor
When Facteus (then known as ARM Insight) designed Enlightmint prior to the coronavirus outbreak, it never envisaged that its target users would be interested in receiving data in real time.
'Data Mining is Bullsh*t' — An Examination
With the growth of alternative data in the capital markets, firms are struggling to find value, and are disillusioned by the loss of time, human capital, and money. Goldman Sachs’ Matthew Rothman believes this has created a situation where vendors and…
DNB Bank Advances on 3-Year Big Data, Data Science Initiative
The bank is rounding out the second year in its three-year plan, which includes more than 100 new data roles.
Nomura’s Head of Digital Warns of AI’s Predictive Limitations
The investment bank’s deputy chief digital officer says machines cannot predict markets, as the bank consolidates trading operations and builds an AI trading platform for fixed income and FX.
This Week: Refinitiv; Broadway; BMO/Clearpool; Skytra/Nasdaq & More
Catch up on some of the past week's financial technology news.
Machine Learning Takes Hold in the Capital Markets: Some Examples
WatersTechnology looks at 16 projects in the capital markets that involve machine learning to show where the industry is heading.
US Treasury Bureau: Cyber Insurance Premiums Rising
Cybersecurity insurance is getting more expensive as insurance underwriters grapple with a lack of data on this ever-evolving coverage area.
Brown Brothers Harriman Automates NAV Reviews with Machine Learning
The bank is looking to automation in the middle and back offices as it seeks to exploit emerging technologies.
SmartStream Goes to Market With Fresh Air
Sibos 2019 was a significant event for SmartStream Technologies, marking the official launch of SmartStream Air, the firm’s cloud-native, AI-enabled reconciliations platform that is set to shake up the reconciliations industry. Victor Anderson caught up…
AI’s Next Phase – Thriving Through Implementation
Many in financial services are trialing artificial intelligence (AI) applications, with projects increasingly sophisticated in methodology and ambition. WatersTechnology, in partnership with SmartStream, recently convened a Chatham House-style discussion…
Brown Brothers Harriman's Welch Explains Bank's Use of Artificial Intelligence
The bank has a number of projects using emerging technologies, one of which optimizes the process of detecting price anomalies.
Universal-Investment Explores AI to Develop ESG Services
The administrator is looking at how artificial intelligence can be used to extract online sentiment and create customized alternative data services to attract clients.
Acadian: Beware Quant Snake Oil
The quant firm’s Seth Weingram lays out his principles for the effective use of machine learning.
Liquidnet Builds Netflix-like Functionality for Buy Side
The company is leveraging AI to make investment suggestions and dig out sentiment from spoken announcements.
Buy Side, FISD Begin Industry Push for Alt Data Standards
Alternative data holds great promise as a leading indicator of alpha. But in response to firms struggling with the data science aspects of integrating the data, various industry participants are pursuing new initiatives to make it more accessible,…
Human Factor Is Crucial to the Alt Data Gold Rush
While tech advancements are being made, buy-side firms still rely on humans to make sense of alt data.
Fund Houses Get Picky Over Where to Use Machine Learning
Buy-siders have limited their usage of deep learning techniques due to haziness over their inner workings.
Not Random, and Not a Forest: Black-Box ML Turns White
Bayesian analysis can replace random forest with a single, powerful tree, writes UBS’s Giuseppe Nuti.
Goldman Sachs Exec: Markets Still Too Complex for AI Trading
Humans, and not robots, will still be required for the foreseeable future, say trading vets.
Deep Learning: The Evolution is Here
Advancements in AI have led to new ways for firms to generate alpha and better serve clients. The next great evolution in the space could come in the form of deep learning. WatersTechnology speaks with data scientists at banks, asset managers and vendors…