Machine learning
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.
Waters Wrap: Snowflake’s cloud plans and what they mean for the interop movement
Upstart Snowflake hopes to be the global data network that brings true interoperability between data and trading platforms across the capital markets. Anthony says it’s an audacious plan, but one worth watching.
This Week: FIS/Microsoft, Bloomberg/MSCI, Higo/Tora, & more
A summary of the latest financial technology news.
People Moves: Saxo Bank, Eventus Systems, TickSmith, and more
A look at some of the key "people moves" from this week, including Barry Raskin (pictured), who joins TickSmith as head of the vendor’s data practice.
EDM Council pegs market adoption of CDMC framework at 3 years
Six months after the EDM Council released its guidelines for managing sensitive data in the cloud, some new names have joined the effort, and the trade body is seeking companies to join its authorized partner program.
Barclays (and others) strive for machine learning at quantum speed
Embryonic work on quantum neural networks raises hope of faster, more accurate models
Waters Wrap: Google’s cap markets play portends a shift in trade tech philosophies
According to Google’s Phil Moyer, the capital markets are shifting from a world where location determined liquidity, to one where accessibility will be the main differentiator for exchanges. Anthony explores what this could mean for trading firms going…
Eliminating the human touch: Examining RBC’s tech infrastructure evolution
The Canadian bank’s tech infrastructure unit is using Kubernetes as it looks to become a “truly end-to-end digital enterprise.”
One view to rule them all: Buy side firms seek to unify their data
Asset management firms still struggle to consolidate their data so that it speaks the same language across different business lines. Some new SaaS-based investment management vendors are aiming to solve this.
Waters Wrap: Data ownership & storm clouds brewing
Thanks to technological advancement, firms are finding new ways to monetize data. While the question of “who owns the data” was never a pressing one in the past, Anthony says that there are reasons to believe that will soon change.
Waters Wrap: Mid-tier market data providers look to reinvent themselves
Anthony loves when his opinions spark debate. Following responses to a recent column on consolidation among mid-market data technology vendors, he provides something of a case study, which looks at how Exegy is evolving after its acquisition of Vela.
What the hell is Web3, anyway?
The next iteration of the internet is upon us, with the potential to deliver radical shifts to every industry, including banking. The movement, which is currently buoyed by the prospects of blockchain and virtual reality, has implications for computing,…
The bank, the vendor, the turrets and the golf day
After DBS switched suppliers, a row broke out, raising questions about entertainment and influence
2021: The year when Big Tech ‘Googled’ the financial markets and liked the results
Now that cloud has become widely adopted by financial firms, Big Tech companies are seeking to leverage their other services to become more ingrained in the workflows of the capital markets.
Machine learning & NLP in the capital markets: Some examples from 2021
To show how ML and NLP are spreading across the industry, WatersTechnology highlights 20 stories from the last 12 months that feature unique uses of AI.
Waters Wrap: The biggest disruptors facing the capital markets as we head into 2022
In Anthony’s mind, eight topics will dominate the headlines in the New Year. They are…
Slow burn to a big bang: How the new wave of tech is changing market data platforms
For decades, market data platforms have been critical components of financial firms’ trading infrastructures. But with changing user needs and emerging technologies gaining ground, will the platforms of the past be replaced by upstart challengers—or can…
Cloud promises cost savings, but users still overspend
Cloud overspending and overprovisioning is a pervasive problem as cloud usage is poised to grow in 2022.
IBM eyes ‘seamless integration’ of quantum, classical computing
Blending classical and quantum computing could reduce the cost of quantum calculations and eliminate the need to understand hardware specifics, IBM says.
NLP for investment management: quants face a grab bag of words
Training models to interpret text can be dull; but doing it poorly can be costly.