Machine learning
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.
SS&C looks to leverage Blue Prism’s RPA capabilities to improve reconciliations, onboarding
After acquiring Blue Prism earlier this year, SS&C is looking to pair its Chorus business process optimization tool with the RPA specialist.
Waters Wrap: Ion’s fixed income EMS & how tech development theory is changing
Some of the largest trading platform providers have embarked on major integration projects in recent years. As fintech disruption continues, Anthony says this is not a fad, but an evolutionary shift.
Amid macro storm clouds, a silver linings playbook for fintech
Banks and VCs believe inflation and rising interest rates will result in winners as well as losers
Messy MBSs? Startup uses deep learning to predict mortgage-backed securities markets
As interest rates rise and house prices fall after a steady period of the opposite dynamic, investors are looking for more accurate ways to price these factors into the value of mortgage-backed securities.
Bloomberg integrates with Insightful Technology to cover ‘explosion’ of communication channels
Insightful monitors in the range of 120 different communication channels and 40 different datasets, which will be integrated into Bloomberg Vault, among other BBG compliance systems.
Financial crime vendors respond to Ukraine demand
Anti-money laundering laws and sanctions have brought complexity to banks' KYC/AML processes. Some vendors are responding by investing in their systems.