Data
Waters Wrap: The path to generative AI is paved with solid data practices
While large language models are likely to proliferate, those that can develop a solid data infrastructure of taxonomies, ontologies, data sourcing, mapping and lineage will be the ultimate winners, Anthony says.
FRTB forces banks to rethink entire data management infrastructure
Data mapping and getting historical time series data are among the challenges banks face in conducting calculations necessary for FRTB. But they have help.
Google urges regulators, market participants to clarify risk guidance for AI models
A new whitepaper from Google finds that existing guidance on the use of AI and ML models for risk management is a start, but leaves room for improvement.
SFDR: A data project that’s becoming ‘a real headache’
SFDR mandates that asset managers must start publishing ESG data in a few weeks, but sourcing the new metrics has proved challenging, and a host of questions remain.
Dora ‘critical tech vendor’ designation could cast a wide net
Experts think cloud services, data providers and software firms are all in regulators’ sights.
Fenics Market Data’s secret source
The ability of capital markets practitioners to make judicious business and investment decisions is directly determined by the quality of data underpinning those decisions. Fenics Market Data’s Rich Winter discusses the benefits of sourcing data from…
Hidden danger: As AI permeates finance, cybersecurity moves to the forefront
Open-source wrappers like MLflow, though useful and popular, highlight the risks hidden beneath these models.
Waters Wrap: On cybersecurity, regulators and ‘victim blaming’
In the wake of the Ion hack, regulators are pushing for firms to beef up their cyber defenses. Anthony says that they'll need to mind their words and tread carefully, as cloud, machine learning and open source take off.
What does it take to put a database in the cloud?
There are several ways to migrate an old legacy system to the cloud, but there's always a trade-off.
Waters Wrap: Goldman Sachs and the facts and fiction of being data driven
Neema Raphael, CDO and head of data engineering for Goldman Sachs, explains what he believes it means for a firm to be data driven.
Tomorrow’s institution cares more about its risk than its performance
Execs from BlackRock, BMO, and Ness Digital Engineering discuss the balancing act of the wildly shifting priorities each of their organizations contend with every day.
Amid tightening regulatory pressure, good data governance is key
Financial firms can’t afford to treat data governance as a one-off, check-the-box exercise. Instead, senior data management execs say, it should be treated as an ongoing series of regular health checks.
Buy side demands better data aggregation for primary corporate bonds
With electronification and tech development increasing in fixed income, participants are looking for better data access in the primary market for corporate bonds.
Deutsche Börse seeks seat at tech leader table with SimCorp buy
With exchanges such as Cboe, Nasdaq, LSEG, and ICE leading the pack of exchanges that double as technology companies, the German exchange is playing catch up with its proposed offer for buy-side tech vendor SimCorp.
French regulator turns up the heat with spot checks on market data providers
The AMF’s move has left industry observers wondering if this will lead other regulators in Europe to follow suit.
Waters Wrap: Numerix, Fincad and the new world of M&A
Anthony says Numerix’s acquisition of Fincad is indicative of where technology development in the capital markets is heading.
Alt data’s growing pains: Integration and aggregation challenges stall wider adoption
Demand for alternative data continues to grow among investment firms. So why are some alt data providers taking products off the market?
Does the case against Cusip have legal merit? We’re about to find out
As the parties involved in the Cusip lawsuit wait to see whether the case will proceed to trial, Reb discusses what it might mean if the defense's claim that the case has no legal merit is true.
Data management: Light at the end of the tunnel?
Data management issues have always presented challenges for the financial services industry. Here, DTCC explores why, with the right technologies, disciplines and structures in place, there is now reason for optimism.
Waters Wrap: Blockchain—let’s put the hammer back in the box
With the ASX Chess DLT failure and users ignoring DTCC’s DLT option for its Trade Information Warehouse, Anthony wonders what it will take for the industry to stop touting this buzzword for non-specialized needs.
Big bank mergers, big cuts in data spend? Not so fast, experts say
With hundreds of millions of dollars spent per year on data and associated technologies, a merger the size of UBS’ takeover of Credit Suisse has the potential to take a huge chunk out of data vendors’ revenues. What’s the path forward?
Waters Wavelength Podcast: Episode 262 (Previewing Nafis)
Wei-Shen and Tony take a look at what’s to come at the North American Financial Information Summit (Nafis).
Hurry up and wait: EU debates potential models for ‘essential’ consolidated tape
As the legislative debate surrounding a future European consolidated tape for equities takes on increased urgency, market participants and interested parties are beginning to weigh in with their visions of a successful tape.
New chatbots reveal limitations of legacy API development
As large language models that underpin the likes of ChatGPT and Bard come to market, vendors and trading firms are starting to see the benefits—and challenges—that open APIs provide.