Data governance
LLMs are making alternative datasets ‘fuzzy’
Waters Wrap: While large language models and generative/agentic AI offer an endless amount of opportunity, they are also exposing unforeseen risks and challenges.
8 bank CTOs and CDOs sound off on artificial intelligence
Waters Wrap: Last year, WatersTechnology spoke with heads of technology and data from a range of tier-1 banks. Anthony pulls at one common thread from those interviews: AI.
CDOs evolve from traffic cops to purveyors of rocket fuel
As firms start to recognize the inherent value of data, will CDOs—those who safeguard and control access to data—finally get the recognition they deserve?
The art of communication: Data pros need better messaging
As the CDO of a tier-one bank puts it, when there’s an imbalance in communication between the data organization and the business (much less other technology heads) “that creates problems.”
Back to basics: Taxonomies, lineage still stifle data efforts
Voice of the CDO: While data professionals are increasingly showing their value when it comes to analytics and AI adoption, their main job is still—crucially—getting a strong data foundation in place. That starts with taxonomies and lineage.
The AI boom proves a boon for chief data officers
Voice of the CDO: As trading firms incorporate AI and large language models into their investment workflows, there’s a growing realization among firms that their data governance structures are riddled with holes. Enter the chief data officer.
Removal of Chevron spells t-r-o-u-b-l-e for the C-A-T
Citadel Securities and the American Securities Association are suing the SEC to limit the Consolidated Audit Trail, and their case may be aided by the removal of a key piece of the agency’s legislative power earlier this year.
Chief data officers must ‘get it done’—but differ on what that means
Voice of the CDO: After years of focus on data quality, governance, and compliance, CDOs are now tasked with supporting the business in generating alpha and driving value. How can firms put a value on the CDO role?
Why don’t you write a book? Several notable data professionals are doing just that
The IMD Wrap: Max talks to some data architects-turned-authors who are literally sharing volumes of knowledge.
New working group to create open framework for managing rising market data costs
Substantive Research is putting together a working group of market data-consuming firms with the aim of crafting quantitative metrics for market data cost avoidance.
Northern Trust offers internal fund accounting, data tools to clients
Regulations and a mandate to enhance quality and transparency in a bid to improve the investor experience are pushing buy-side firms to have more oversight of their third-party providers.
$135.6m fines prompt Citi to modernize infrastructure, controls
The bank was hit with a combined $135.6 million fine on Wednesday for failing to resolve “longstanding internal controls and risk issues,” amid continued internal work across the enterprise.
FRTB data quality issues persist amid shifting implementation dates
Banks are finding market and reference data challenges posed by the FRTB’s standardized model tricky, compounded by uncertainty over when the regulation will take effect.
The IMD Wrap: The risks of becoming AI-rich and memory-poor
Like Alice in Wonderland, Max disappears down the rabbit hole of AI to discover a world that is sometimes fantasy—and sometimes a nightmare.
Waters Wrap: Quants, CDOs, and the blending of job titles
Anthony explains how a quant at a massive bank taking on the CDO title hints at larger industry changes.
Waters Wavelength Podcast: Bloomberg’s Tony McManus
Tony McManus, global head of enterprise data division at Bloomberg, joins the podcast to talk about the importance of data in the context of AI and GenAI.
Hub to lay off 20% of staff, sources say
Hub’s CEO says this is simply a case of a startup trying to stay nimble and efficient; others say it points to deeper issues.
Data isn’t king if the ‘royal’ C-suite doesn’t buy in
Voice of the CTO: As banks strive to take advantage of cutting-edge tools, the basics of proper data management and governance are too often overlooked. Banks are learning that a CDO can help gain favor with the C-suite.
‘Founder’ banks join EDM Council program to benchmark data management
The Data Excellence Program—the first to recognize data management at an enterprise level, rather than being an accreditation program for individuals—will help firms solidify data management as a program rather than a series of projects.
Elephant in the room: Balancing AI innovation with cloud projects
Voice of the CTO: While generative AI is today’s hot topic, bank technologists explain how they’ve spent years planning for this day, even if cloud had been the main focus. And to be sure, skeptics remain.
Trade reporting challenges require data re-think
Data accuracy issues are hampering some firms’ regulatory reporting abilities. So why aren’t data professionals more involved? And how can compliance costs be turned into revenue drivers?