Data governance
Can mastering data solve AI’s cognitive dissonance?
The IMD Wrap: Bank execs are still bullish on AI, but recent studies suggest it’s not the panacea they’re making it out to be. Can the two views be rectified?
Data managers worry lack of funding, staffing will hinder AI ambitions
Nearly two-thirds of respondents to WatersTechnology’s data benchmark survey rated the pressure they’re receiving from senior executives and the board as very high. But is the money flowing for talent and data management?
Data standardization is the ‘trust accelerator’ for broader AI adoption
In this guest column, data product managers at Fitch Solutions explain AI’s impact on credit and investment risk management.
As AI pressures mount, banks split on how to handle staffing
Benchmarking: Over the next 12 months, almost a third of G-Sib respondents said they plan to decrease headcount in their data function.
AI enthusiasts are running before they can walk
The IMD Wrap: As firms race to implement generative and agentic AI, having solid data foundations is crucial, but Wei-Shen wonders how many have put those foundations in.
50% of firms are using AI or ML to spot data quality issues
How does your firm stack up?
Can AI be the solution to ESG backlash?
AI is streamlining the complexities of ESG data management, but there are still ongoing challenges.
AI fails for many reasons but succeeds for few
Firms hoping to achieve ROI on their AI efforts must focus on data, partnerships, and scale—but a fundamental roadblock remains.
Waters Wavelength Ep. 327: Standard Chartered’s Mo Rahim
He joins the podcast to discuss data and AI governance and guardrails for AI.
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.
Best data governance solution—Siepe
Siepe wins Best data governance solution at the IMD & IRD Awards 2025.
Perceive, reason, act: Agentic AI, graph tech used to assess risk
Industry executive Jay Krish is experimenting with large language models to help PMs monitor for risk.
Waters Wavelength Ep. 314: Capco’s Bertie Haskins
Bertie Haskins, executive director and head of data for Apac and Middle East at Capco, joins to discuss the challenges of commercializing data.
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.