Machine learning
MSCI’s multi-cloud strategy aims to provide a new window into investment data
The MSCI One platform already runs on Microsoft Azure, and MSCI is building a new investment data platform on Google Cloud to utilize the search giant's AI and NLP capabilities.
Privacy-enhancing tech and data pooling—a new way to turn the tide on financial crime
Technological innovations have given some players cause to hope that cross-institutional data sharing could become a reality in spite of concerns around data protection.
Large language models: Another AI wave has come—what could it bring?
Since the release of ChatGPT, excitement and hype have been abundant across industries for this form of generative AI. For capital markets, the wave of innovation that could result may be a few years away but it’s worth paying attention to—and being…
AI proves helpful for banks facing new cash penalties for settlement failures
According to one report, banks have been hit with penalties of up to €5 million per month under new CSDR settlement rules. As a result, banks are turning to AI to help.
Waters Wrap: For data managers, the new problems are the same as the old
While much attention has been given to cloud, AI, blockchain and other buzzwords, without a proper data foundation, those tools will not deliver the results that have been promised.
Brown Brothers Harriman unifies busy suite of AI products
It’s a new world, contend BBH’s Kevin Welch and Josh Fine. After a few years of experimentation that yielded several AI products for the bank and its clients, it was time to put the puzzle pieces together to serve a different way of working post-Covid.
BNY Mellon deploys new AI, cloud tools
The custodian bank has reduced payment processing times by as much as 80%, according to officials.
Waters Wrap: ChatGPT and the next wave of AI evolution
As the December holiday break loomed, a new tool released by OpenAI had engineers, analysts, programmers and even writers like Anthony wondering what the future of their professions might hold.
Here’s what ML and NLP powered in capital markets in 2022
As machine learning and natural language processing continue to spread across the industry, WatersTechnology highlights stories from 2022 that feature new use cases.
Post-trade still struggling from underinvestment, but purse strings are opening
Bloomberg, Broadridge, BNP Paribas, and a handful of startups are working to address manual processes in the back office.
Can algos collude? Quants are finding out
Oxford-Man Institute is among those asking: could algorithms gang up and squeeze customers?
In 2022, cloud shows true potential to displace legacy data platforms
Once wary of the cloud, financial firms, their suppliers and the marketplaces where they trade are openly embracing it. And there are more signs of big tech firms accelerating buy-in by literally buying in to clients’ migration projects.
Broken chains: how DLT code switch compounded ASX fail
Sources say that vendors will suffer the most in the fallout from ASX’s “paused” blockchain settlement project.
Bot’s job? Quants question AI’s model validation powers
But supervisors cautiously welcome next-gen model risk management
The quant investor harnessing the power of ants
Swarm Technology has designed a network of trading algorithms that mimics the hive mind of insects.
Citi quants’ AI model aims to hedge earnings surprises
Machine learning tool forecasts effect of shocks on implied volatility surfaces in minutes.
New tech for corporate actions aims to improve the data extraction process
Demand for corporate actions data is increasing in the front and middle office, but the data can be hard to read.
Four years on, S&P's Kensho buy yields new automation tools, saving decades of manual data analysis
S&P-owned AI tool Kensho is leveraging its parent's massive datasets with its own machine learning to release a series of tools for analysts.
How to hone NLP's detection skills: a cue from a super-sleuth
With a sharper focus, AI readers could help detect hidden exposures for investors
Continuous evolution: Researchers work to specialize NLP for finance
From academics to data teams at investment banks, those in and adjacent to the capital markets are looking to specialize natural language processing models to understand and break down financial data.
Waters Wrap: The buy side, the changing nature of buy v. build, and how fintech has evolved
Neal Pawar, the former CTO of AQR and current COO of Qontigo, chats with Anthony about some of the major trends that are changing how asset managers interact with the vendor community, and how this shift mirrors the most significant evolutions in capital…
After switch to Google, Symphony begins data migration for clients
Symphony decided to first migrate client data to Google from AWS, and then focus on applications.
Advancements in NLP bring focus to document insight
Vendors are looking to provide AI models to help financial professionals get more value out of unstructured data sources.
Waters Wrap: Fintech funding—follow the money
As funding for startups and young companies dries up due to inflation and rising interest rates, Anthony looks at some of the vendors that have received monetary infusions this year to see if there are any patterns to be gleaned.