About a-team Marketing Services
The knowledge platform for the financial technology industry

A-Team Insight Blogs

Survey Finds Perception Gap On Data Quality

Subscribe to our newsletter

Roughly 40 per cent of corporate managers expect growth in the size and budget of their internal market data groups, but data management outsourcing is under consideration at a minority of firms according to a survey commissioned by data management specialist Iverson Financial Systems.

The survey also identified a difference between users’ and vendors’ perceptions. While two-thirds of users claimed that data problems have effected investment operations, under 30 per cent of vendors acknowledged the existence of these problems. Brokerage and money management operations are especially hard hit, while investment banking, which typically has larger data teams, is slightly less exposed.

Business management has a slightly more negative view of the existing quality of market data than IT personnel does with over 90 per cent of IT respondents saying that data is of ‘acceptable’ quality or better against a figure of 80 per cent in management. Well over 70 per cent of management respondents perceive growing demands on internal market data personnel, exceeding even the perceptions of IT staff respondents, 60 per cent of whom felt the same way.

Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: The Data Office at a Crossroads — AI Governance, Organisational Design, and the Evolving Mandate of the CDO

Who owns AI governance in a capital markets firm – and is the Data Office structured to bear that weight? These questions sit at the heart of A-Team Research’s latest findings, presented here for the first time: the combined results of two landmark surveys examining the role of the Data Office in AI governance and...

BLOG

12 Leading Providers of Semantic Layers in Modern Capital Markets Data Stacks

Reconciling fragmented financial data across disparate trading systems, risk engines and regulatory reporting pipelines is a challenge that frequently results in conflicting analytical outputs, costly reconciliation cycles, and elevated operational risk under frameworks like BCBS 239 and FRTB. The enterprise response has been a move away from continuous database consolidations towards centralised semantic layers. Positioned...

EVENT

Digital Assets & Tokenisation Briefing, New York

A-Team Group’s Digital Assets & Tokenisation Briefing assembles an exclusive group of CxOs and senior technology innovators. These leading market practitioners and infrastructure providers are collectively building the digital rails and decentralised networks that will power Wall Street 2.0.

GUIDE

AI in Capital Markets Handbook 2026

AI adoption in capital markets has moved into a more disciplined phase. The priority is now controlled deployment: where AI can be used safely, where it can deliver measurable value, and how outputs can be governed, monitored and evidenced. The 2026 edition of the AI in Capital Markets Handbook examines how AI is being applied...