06.02.2022

Banks Struggle With Data Quality, Completenesss

06.02.2022
Banks Struggle With Data Quality, Completenesss

Banks and FIs Struggling with Basic Data Quality and Completeness Issues, Says Aite-Novarica GroupGaps exist between current data capabilities and business users’ expectations; new report provides a checklist for developing a data strategy.Boston, June 2, 2022 — Banks and financial institutions (FIs) must address immense challenges when deploying data strategies and related data architecture: diverse core systems and data stores, limited data integration, and even a lack of common data element definitions across systems. In a new Impact Report, CIO/CTO Checklist: Best Practices for Developing a Data Strategy and Data Architecture, research and advisory firm Aite-Novarica Group provides a checklist for chief architects, chief technology officers (CTOs), or chief information officers (CIOs) as they build out the fundamental components of a data strategy, including a data blueprint, roadmap, and processes to achieve data insights and regulatory compliance.“FIs must plan for the long term, and should periodically reevaluate their data strategies,” said Mitch Wein, Head of Financial Services CIO/CTO Advisory at Aite-Novarica Group and lead author of the new report. “Success will hinge on having an owner of the data strategy, someone responsible for its execution and reevaluation as technology and business challenges evolve.”

A preview of the report is available online, and desk copies are available to qualified media. Please contact pr@aite-novarica.com or call Kaitlyn Labbe at +1.857.327.9442 for more information.About Aite-Novarica Group:Aite-Novarica Group is an advisory firm providing mission-critical insights on technology, regulations, strategy, and operations to hundreds of banks, insurers, payments providers, and investment firms—as well as the technology and service providers that support them. Comprising former senior technology, strategy, and operations executives as well as experienced researchers and consultants, our experts provide actionable advice to our client base, leveraging deep insights developed via our extensive network of clients and other industry contacts. Visit us on the web and connect with us on Twitter and LinkedIn.

COO of the Year Award winner! 🏆
Discover how Jennifer Kaiser of Marex earned the 2025 Women in Finance COO of the Year recognition.

A recent Markets Media article highlights how @tZERO is resetting its vision - focusing on partnerships, regulated infrastructure, and global scale to make tokenized capital markets a reality.

Under CEO @Alan_Konevsky, the company is leveraging regulatory momentum to enable…

Load More

Related articles

  1. This provides simplified operational requirements & moving from a fixed to a variable cost structure.

  2. OPINION: Artificial, Yes. Intelligent? Maybe.

    Employees can build AI agents to analyze financial reports, relevant data and historical trends.

  3. Cybersecurity is Top of Mind for FinServ

    The bank believes it has an advantage in being able to bridge traditional and digital assets on one platform.

  4. He will head the $10bn strategic investment group of the bank’s new security and resiliency initiative.

  5. Bank of England Endorses SEFs Ahead of European Clearing Launch

    Changes clearing and introduction of minimum haircuts could drive up the cost of funding.

We're Enhancing Your Experience with Smart Technology

We've updated our Terms & Conditions and Privacy Policy to introduce AI tools that will personalize your content, improve our market analysis, and deliver more relevant insights.These changes take effect on Aug 25, 2025.
Your data remains protected—we're simply using smart technology to serve you better. [Review Full Terms] | [Review Privacy Policy] Please review our updated Terms & Conditions and Privacy Policy carefully. By continuing to use our services after Aug 25, 2025, you agree to these

Close the CTA