Machine learning
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.
FactSet blends ML, NLP for predictive data analysis
The vendor is drawing on its vast collection of data to develop predictive signals for credit ratings, shareholder activism and more.
People Moves: TP Icap, ACA Group, BNP Paribas, Morningstar, and more
A look at some of the key people moves from this week, including Marie Luchet (pictured), who joins ACA Group as managing director of ESG.
Sell side ramps up outsourced trading desk services for still-skeptical buy side
A raft of new entrants are offering outsourced trading services to buy-side firms, anticipating a wave of takeup among larger asset managers, driven by cost and coverage needs. But are they aiming too high?
Academics use granular data for futures market predictions
Researchers at NYU’s Courant Institute of Mathematical Sciences are using granular futures data from BMLL for research on less-covered futures markets.
Waters Wrap: After Symphony, David Gurle’s new opus looks to distributed cloud storage, compute
The creator of Perzo/Symphony has started a new company called Hive. Anthony chats with David Gurle to see how the startup will look to disrupt the cloud space.
Beyond the 'big red blob': UBS sees future in data mesh for analytics
The Swiss bank has started a journey to implementing mesh data architecture, a new concept for federated data availability in enterprises aimed at getting value out of analytical data.
When machine learning goes awry, here's how to do better next time
Executives from JP Morgan, Morgan Stanley, and BNY Mellon discuss the lessons learned through experimenting with machine learning at their firms.
Waters Wrap: The Big Tech cloud providers are coming for your toys
Anthony thinks that the fintech community should be looking over their shoulders as the major cloud providers are going to disrupt financial markets even more than they do today.
Man Group revamps data science platform to tackle data deluge
The London-based investment manager spent four “long and intense” years rewriting its data science platform, Arctic.
In the world of financial data, context—not content—is the new king
For years, the mantra of the market data world has been ‘content is king.’ But with trading strategies now more dependent on being able to see the big picture, the value of context could quickly overtake the data itself.
This Week: State Street/MarketAxess, Aquis, Linedata & More
A summary of the latest financial technology news.