Data management
State Street’s Milek on the Front-Office Data Challenge
Marko Milek says the trend of outsourcing data management is becoming more mainstream.
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…
Regulation Won’t Address Market Data Costs
Market participants say Esma’s latest efforts to address the cost and complexity of market data fees don’t address the root of the problem.
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.
‘Massive Land Grab’: S&P’s IHS Markit Buy Creates Data Juggernaut, But Users Fear Price Hikes
The deal reflects the broader trend of market participants pursuing scale to create true front-to-back trading and data environments, which may signal a trading platform acquisition in the future—though the IHS Markit acquisition may face regulatory…
Wavelength Podcast Ep. 221: Tech Execs Discuss Innovation in 2020
JP Morgan Chase's head of AI technology and Deutsche Bank's head of innovation for the Americas at Deutsche Bank join to talk about AI, cloud, and more.
Natural Language Generation: Great Promise, Significant Barriers
Sell-side firms and data providers are increasingly experimenting with natural-language generation to create new forms of automatically curated reports, emails and alerts, but the technique comes with significant challenges.
Self-Service Data & Managed Services: Why Asset Control is Now ‘Alveo’
CEO Mark Hepsworth explains the branding change and what drove the vendor's decision.
Bloomberg Enlists NLG to Write News Summaries
The data provider is using natural language generation to summarize news articles and write automated stories.
UBS AM’s Quant & Data Science Unit Looks to Blend Human & Machine in 2021
The QED team within the asset manager is aligning its focus next year to deliver a holistic AI platform to its investment professionals—including a recommendation engine.
IBM Bets on Cloud & Containerization to Win Over Investment Banks
After its acquisitions of Red Hat and Promontory, IBM is looking to expand its footprint in the capital markets through containerization, as well as reg reporting in the cloud.
Waters Wrap: Machine-Learning Models Suffer from Covid (And Exchanges in the Cloud, Pt. 2)
Anthony says that while machine-learning models have been hit-and-miss during the pandemic, NLP is taking on greater importance. He also looks at how exchanges are looking to move their core matching engines to the cloud.
Model Misfires Raise Questions Over Training Data
Quants wrestle with how far into the past their machine learning models should peer.
EU’s Cloud Vision Still Pie in the Sky
The supporters of a plan for a federated cloud architecture in Europe held a conference to discuss development plans, but it’s still unclear how the concept will work in practice.
Waters Wrap: Is AML Tech Worth the Cost? (And Cloud Moves & More Blockchain)
Anthony wonders if AML platforms are being scrutinized enough by banks and regulators, then looks at Wells Fargo's tapping of HPR for its quant division and Northern Trust’s blockchain plans.
Fermi’s New Paradox: If AI Analysts Are So Obvious, Where is Everybody?
UBS AM’s Bryan Cross says the goal of embedding AI in the investment process has failed because the aim has been misguided.
Fidelity Quietly Shutters ActionsXchange; Low Margins of Corporate Actions Biz Blamed
Officials remain silent on the closure, which has been in the works since last year, sources say.
Northern Trust Turns to DLT for the Future
Distributed-ledger technology will help ensure asset safety and allow custodians to provide more value to clients using AI and analytics.
EU Regulators Spill More Ink Tackling Market Data Costs
The latest consultation on the market data obligations under Mifid II looks to provide better, cheaper, and more uniform access to market data. But will it be enough to standardize policies?
FX Markets Ripe to Exploit Sentiment Data, Experts Say
Already well established as an alpha-enhancing input to equities trading, sentiment data is now being applied to other asset classes, starting with foreign exchange.
Wells Fargo’s Head of Quant Strategy Explains HPR Deployment
Wells Fargo’s Quantitative Prime Services division has tapped HPR’s Unimus platform, starting with its market access gateway and risk management tool.
Waters Wrap: Blockchain is Still Overhyped (And Ion/Broadway Thoughts & the Consulting Boom)
In 2016, Anthony wrote that the blockchain revolution was overhyped—unsurprisingly, his opinions have not changed. He also delves into the Ion-Broadway deal, and looks at new consulting/advisory firms that have recently come to market.
Synechron Develops Differential Privacy Tech to Leverage Internal Data
The solutions are designed to allow firms to query data and build models more effectively without breaching global privacy rules.
Banks Explore Graph Technology to Tackle Data Complexity for Compliance
Although graph technology is still in the early stages of adoption, banks such as Wells Fargo and ING have begun leveraging it to find previously unknown connections between datasets.