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

A-Team Insight Blogs

The Challenges and Opportunities of Data Lineage

Subscribe to our newsletter

Data lineage is driven by regulation and impeded by technology complexity and poor understanding, although once these impediments are tackled, successful implementation can yield significant business and operational benefits.

The challenges and opportunities of establishing a sustainable solution for data lineage were discussed during a recent A-Team Group webinar that was hosted by A-Team editor Sarah Underwood and joined by Johann van Biljon, data governance specialist at Rabobank; James Longstaff, vice president at Deutsche Bank; and Olivier Kenji Mathurin, head of strategic research at AIM Software.

Setting the scene for discussion an audience poll considered the drivers of data lineage. Regulation was named by respondents as the key driver, ahead of data value, client requests and market data costs. A second poll asked the webinar audience what is delaying data lineage projects. The results of this poll showed 46% of respondents identifying technology complexity as a problem, 20% noting a poor understanding of data lineage, and 15% noting either an absence of management buy-in or a lack of budget and resources.

The webinar speakers broadly agreed with the drivers noted in the first audience poll, saying data lineage is key to BCBS 239, but also an important factor of other regulations such as Dodd-Frank, European Market Infrastructure Regulation (EMIR), Markets in Financial Instruments Directive II (MiFID II) and the Fundamental Review of the Trading Book.

They described the essential elements of data lineage as meta data, glossaries, data management, data governance and automation, and noted challenges arising from high volumes of data, siloed data, and difficulties in mining outsourced and automated data.

Implementation, the speakers suggested, should start small and grow over time with a clear focus on end goals, including which parts of the organisation will access data lineage and what it will be used for. A successful implementation will optimise data flows, provide better insight into data, and allow redundant systems and data services to be identified and switched off.

Listen to the webinar to find out more about:

  • Drivers behind data lineage
  • Barriers to implementation
  • How to build and sustain data lineage
  • Outstanding challenges
  • Beneficial outcomes
Subscribe to our newsletter

Related content

WEBINAR

Recorded Webinar: Mastering Data Lineage for Risk, Compliance, and AI Governance

Financial institutions are under increasing pressure to ensure data transparency, regulatory compliance, and AI governance. Yet many struggle with fragmented data landscapes, poor lineage tracking and compliance gaps. This webinar will explore how enterprise-grade data lineage can help capital markets participants ensure regulatory compliance with obligations such as BCBS 239, CCAR, IFRS 9, SEC requirements...

BLOG

Data Readiness is No Longer Optional for Banks

By Stuart Harvey, Chief Executive of Datactics. In a landscape marked by increasing regulatory scrutiny and accelerating digital change, data has long since shed its role as a by-product of banking operations and is now a critical strategic asset. The speed at which institutions must demonstrate data integrity, quality, and accessibility has made compliance not...

EVENT

TradingTech Summit London

Now in its 14th year the TradingTech Summit London brings together the European trading technology capital markets industry and examines the latest changes and innovations in trading technology and explores how technology is being deployed to create an edge in sell side and buy side capital markets financial institutions.

GUIDE

The DORA Implementation Playbook: A Practitioner’s Guide to Demonstrating Resilience Beyond the Deadline

The Digital Operational Resilience Act (DORA) has fundamentally reshaped the European Union’s financial regulatory landscape, with its full application beginning on January 17, 2025. This regulation goes beyond traditional risk management, explicitly acknowledging that digital incidents can threaten the stability of the entire financial system. As the deadline has passed, the focus is now shifting...