Approaches to data quality

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Underpinning all data management initiatives is the fundamental need to get data quality right. Poor data quality can be costly, impact customer service, lead to errors in risk management and regulatory reporting, and more. So, how can you improve data quality? How can you use rules, standardisation and technology to make improvements? And how is ‘right’ data quality measured? Listen to the webinar to find out about: Requirements for data quality Challenges of achieving data quality Data quality metrics Supporting tools and technology Operational and business gains

Technologie

FROM
DataManagementReview.comSeptember 21, 2016
Approaches to data quality
Check out other upcoming webinars, white papers, blogs and events at www.DataManagementReview.com
If you’re a vendor looking for high quality content to help articulate your message, take a look at www.a-
teamgroup.com. Or get in touch: 020 8090 2055 / theteam@a-teamgroup.com

FROM
DataManagementReview.comSeptember 21, 2016
Welcome to A-Team Group’s webinar:
Approaches to data quality

FROM
DataManagementReview.comSeptember 21, 2016
Moderator:
Sarah Underwood, Editor, A-Team Group

FROM
DataManagementReview.comSeptember 21, 2016
Panel Member: Sue Geuens, Data Standards and Best
Practice Adoption, Barclays, and President, DAMA
International
Areas of Expertise:
• Became owner of all data for Nhbrc in South Africa when
it started in 2006 and learned about quality the hard way
• Original creator of algorithms defining data quality
criteria for a South African data quality tool, Plasma Mind
• Since then, at almost all clients have been involved in data
quality programmes and assisting with data quality strategies
• Operational expertise of many data quality tools

FROM
DataManagementReview.comSeptember 21, 2016
Panel Member: Matthew Rawlings, Head of Middle Office
and Operations, Bloomberg L.P.
Areas of Expertise:
• Assessing data risk and operational controls
• Financial data technology
• Industry data utilities

FROM
DataManagementReview.comSeptember 21, 2016
Panel Member: Dominique Tanner, Head of Business
Development, SIX Financial Information
Areas of Expertise:
• Lead major initiatives to implement strategic measures to
ensure high data quality standards
• Delivered efficiencies by aligning data flows between
service providers and users
• Industry advocate for the evolution of the data
management ecosystem

FROM
DataManagementReview.comSeptember 21, 2016
 The definition and importance of data quality
Business cases driving data quality improvement
The challenges of achieving data quality
Best practices for data quality implementation
Technologies to support improvement
Metrics for data quality measurement
Operational and business benefits
Talking Points

FROM
DataManagementReview.comSeptember 21, 2016
What do we mean by data quality and why is it so
important?

FROM
DataManagementReview.comSeptember 21, 2016
What types of business use cases are driving
data quality improvement?

FROM
DataManagementReview.comSeptember 21, 2016
Who is responsible for data quality in financial
institutions?

FROM
DataManagementReview.comSeptember 21, 2016
What are the challenges associated with
achieving data quality?

FROM
DataManagementReview.comSeptember 21, 2016
How are financial institutions gaining buy-in for
data quality programmes?

FROM
DataManagementReview.comSeptember 21, 2016
What best practices are emerging in the market to
improve data quality?

FROM
DataManagementReview.comSeptember 21, 2016
Which technologies are being implemented to
support improvement?

FROM
DataManagementReview.comSeptember 21, 2016
How can rules and standardisation be used to
improve data quality?

FROM
DataManagementReview.comSeptember 21, 2016

FROM
DataManagementReview.comSeptember 21, 2016
What sort of metrics are available to measure data
quality?

FROM
DataManagementReview.comSeptember 21, 2016
Examples of financial institutions that are making
good progress on data quality

FROM
DataManagementReview.comSeptember 21, 2016
What operational and business benefits result
from ongoing data quality?

FROM
DataManagementReview.comSeptember 21, 2016
How will requirements for data quality unfold in
the next few years?

FROM
DataManagementReview.comSeptember 21, 2016
Thank you to our sponsors
Contact:
Dominique Tanner
Head Content Management
SIX Financial Information
dominique.tanner@six-group.com
Contact:
Matthew Rawlings (New York)
mrawlings1@bloomberg.net
+1 646 324 4460
Andrew Parry (London)
aparry22@bloomberg.net
+44 20 3525 9425

FROM
DataManagementReview.comSeptember 21, 2016
October 6th
Data
Management
Summit
London
November 17th
Data
Management
Summit
New York
Upcoming A-Team Group Events
Visit DataManagementReview.com/events

FROM
DataManagementReview.comSeptember 21, 2016
Upcoming A-Team Group Webinars
September 29th
The art of
implementing
data lineage
October 11th
Practical
approaches to
improving entity
data quality
October 13th
Integrating
beneficial
ownership data
with client
onboarding and
KYC systems
Visit webinars section of DataManagementReview.com

FROM
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A-Team Group Handbook Series
Visit the data management handbooks section of
DataManagementReview.com

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The regulation clock is ticking. Financial firms, especially those subject to Phase I of implementation, are well aware of the impending April 2020 deadline for the Securities Financing Transactions Regulation. The question is, are they ready? Tactical, i.e painful, approaches to compliance won’t be good enough. A strategic plan of attack is necessary to combat the complex nature of this regulation. If the mandated dual reporting of SFTs at the repository level requirement as well as the challenges around the use of LEIs when identifying counter parties are not enough, the 155 data fields and data quality standards are sure to cause firms to stumble if not well prepared. This webinar will discuss the latest updates to the regulation, including ESMA’s recent 12 month LEI grace period allowance for third country issuers. It will provide guidance on how to optimise reporting that will not only be compliant, but also provide business and operational benefits. While regulators are looking to increase transparency; the right tools, processes and technologies will ensure your organisation can also reduce risks, costs and increase efficiency. Register for this webinar to find out: -Update of requirements of Securities Financing Transactions Regulation -Importance of high quality data -Beneficial outcomes of compliance -Technology and partner solutions to support compliance

Last minute preparations for SFTR: What still needs to be done and are we ready?

Leigh Hill

Data lineage is critical to digital transformation, business decisions and regulatory compliance. It is also difficult to implement at scale, not only because large quantities of data across numerous systems must be inventoried and tracked, but also because the data is not static and needs context to make sense to the business. If you are a data management practitioner working on data lineage, or if your organisation continually fails to get the right information to the right people at the right time, this webinar is for you. It will discuss how to build successful data lineage, the need for automation, and the resources required. It will also identify potential breaking points and detail how they can be avoided or resolved. Finally, it will review the significant business and operational gains of effective implementation. Listen to the webinar to find out more about: -Critical use cases of data lineage -Approaches to building lineage -Solutions and tools to ease the task -Breaking points and resolutions -Benefits of successful implementation

Data lineage – how to ensure you can deliver the right information, to the ri...

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Clients expect you to seamlessly deliver a range of transfer services. They expect you to delight their investors and ensure you have a robust onboarding and compliance process in place. They also want you to help them ensure they comply with shareholding obligations and corporate actions. With digital expectations becoming ever higher, how will you and your firm beat the competition? Join this exclusive webinar to learn how the market leaders are excelling and why digitalising your onboarding and client experience is key to your future success. The webinar will consider: How transfer agents can deliver a seamless client experience -The need to digitalise onboarding and client experience -Technologies and tools to support digitalisation -How to build competitive advantage -The benefits of digitalisation beyond compliance

Client Experience and Onboarding For Transfer Agents: How to ensure you deliv...

Leigh Hill

Whether you work on the buy-side or sell-side, the customer is always king. This requires investment banks, asset managers and wealth managers to ensure they have a complete and accurate view of customer data. If you can achieve this, you can take a data-driven approach to decision making whether in obtaining better behavioural insights, offering personalised products, handling processes such as KYC more efficiently or better equipping customer facing staff. While this is the aim, the problem at many financial firms is that while relevant data is available, it is stored in different applications and systems making it too difficult and expensive to use effectively. This webinar will explain how innovative investment banks, asset managers and wealth managers are solving the problem using next-generation data management platforms, and how they are reducing costs and gaining increased agility by using data platforms as a service. Listen to the webinar to learn more about: -Critical importance of a complete view of customer data -Limitations of existing systems and data management approaches -Opportunities of next-generation data management platforms -Potential benefits of using data platforms as a service -Best practice implementation and operation

How to capture and manage complete and accurate customer data

Leigh Hill

Migration of financial apps and data to the cloud is well underway as financial institutions take the opportunity to cut the cost of running systems on premise, scale as and when required, and spin up test environments quickly and inexpensively. Moving the trading technology stack to the cloud is a different and more difficult proposition. Elements of the stack that can and cannot be moved to the cloud must be identified and integrated, cloud-native service-oriented architecture may need to be developed and, over time, firms will want to bring together cloud efficient resources such as network switches and routers. This webinar will consider why trading organisations should move elements of their technology stacks to the cloud and provide a step-by-step guide on how best this can be done. It will also discuss the challenges and benefits of migrating to the cloud. Listen to the webinar to find out more about: -Why your organisation should consider moving elements of its technology stack to the cloud -How best this can be approached in an operational trading environment -The extent of skillsets and resources that will be required -Challenges that will need to be managed during the migration -Operational and business benefits of a successful implementation

Moving the trading technology stack to the cloud

Leigh Hill

Fundamental Review of the Trading Book (FRTB) regulation requires firms within its scope to source significant amounts of data, some of which has not previously been required and is difficult to pin down. The data management challenges of the regulation’s Internal Model Approach (IMA) to market risk capital calculations include ongoing P&L attribution, back testing and identifying whether risk factors are modellable or non-modellable based on real price data that can be difficult to source, particularly in OTC markets with little transparency. The Standardised Approach (SA) to market risk is also overhauled by FRTB, requiring large banks to take a sensitivity-based approach to market risk and adopt the regulation’s expected shortfall standard risk measure and redefine boundaries between banking and trading books. This webinar will discuss these and other data challenges of FRTB, consider how required data can be sourced and managed, and outline best practice approaches to compliance. Listen to the webinar to find out everything you need to know about: -The data requirements of FRTB Challenges presented by these requirements -Modellable and non-modellable risk factors (NMRFs) -Best practice approaches to successful data sourcing -Technology and partner solutions to support compliance

FRTB: The time to get your data in order is now

Leigh Hill

Alternative data is emerging as a key component of buy-side firms’ efforts to seek out new investment opportunities, for many filling the gap left by the unbundling of sell-side research from execution. By tapping into unique, non-traditional data sets, hedge funds and quantitative fund managers hope to exploit unfound opportunities before they hit the mainstream. But sourcing, evaluating, integrating and using alternative data is a non-trivial exercise. Many providers of alternative data are experts in their field, but inexpert when it comes to data provision. Alternative data sets may be incomplete or unverifiable; they may be unstructured in format and difficult to integrate; they may include data that isn’t permitted for redistribution under new privacy rules. And there may be limited or no archive available for back-testing. This webinar will discuss the issues around selecting and deploying alternative data, and detail steps investment managers can take to exploit the opportunities presented by the data. It will also identify best practice approaches to using the data and highlight its criticality going forward. Register for the webinar to find about more about: -The benefits of using alternative data -Examples of alternative data and their use cases -The challenges of selecting and deploying alternative data sets -Best practices that deliver successful outcomes

How to exploit the opportunities of alternative data

Leigh Hill

The January 2022 compliance deadline for sell-side firms within the scope of Fundamental Review of the Trading Book (FRTB) regulation may seem far into the future, but the complex demands of the regulation and the need to source regulatory data that has never previously been required mean firms should already be identifying tools, solutions and partners to achieve compliance. Still more pressing, firms taking an Internal Model Approach (IMA) to market risk capital calculations must run their models for a year in advance of the 2022 deadline in order to gain regulatory approval. This webinar will discuss the fundamental requirements of FRTB and how they differ from those of the Basel 2.5 market risk framework. It will also consider best practice approaches to compliance, how to decide whether to run an IMA or a Standardised Approach (SA) on each trading desk, and how FRTB could change the trading landscape. Register for the webinar to find out more about: -Details of the regulation’s requirements -How best your firm can approach compliance -Implications of selecting IMA or SA models -Tools and solutions to support your programme -Benefits of implementation beyond compliance

FRTB: Laying the groundwork for compliance 6 June 2019

Leigh Hill

The importance of data standards and global identifiers continues to be emphasised by both capital markets participants and their regulators. But how much progress is actually being made in developing and implementing standards that will improve data quality for better business decisions, provide regulators with a clearer view of systemic risk, and ensure more stable markets? This webinar will review the state of play on data standards and global identifiers such as the LEI, ISIN, CUSIP and CFI code, consider the challenges of extending standardisation, and discuss the broad potential of an industry that adopts data standards to the greatest possible extent. It will also offer guidance on how your organisation can implement data standards and global identifiers not only to fulfill regulatory requirements, but also to drive down costs, drive up data quality and deliver business opportunities. Register for the webinar to find out more about: -Progress on data standards and global identifiers -Challenges to ongoing development and deployment -Regulatory and business use cases of standard data -The potential of widespread adoption across industry -How your organisation could benefit from data standards

An update on data standards and global identifiers

Leigh Hill

The importance of data lineage has escalated in recent years in response to regulatory demand and increased business understanding of the benefits it can deliver. Like all capital markets technology, data lineage presents both challenges and opportunities, so how best can it be implemented and sustained? And how can your organisation reap the rewards of successful implementation? This webinar will outline data lineage, its progress towards automation, and why it is so important from both a regulatory and business perspective. It will also provide advice on how to select a solution and step-by-step guidance on how to implement and integrate data lineage. Finally, the webinar will discuss how to manage data lineage to ensure regulatory compliance, deliver business benefits and plan for the future. Register for the webinar to find out more about: -The importance of data lineage in capital markets -How to select a solution for your organisation -Approaches to implementation and integration -How to achieve sustainable regulatory compliance -The business benefits of successful implementation

Data lineage to drive compliance and as a business imperative

Leigh Hill

The UK's departure from the EU - whatever the eventual terms - presents financial institutions of all types operating within Europe with a huge change management challenge. Deciding where to locate which activities, how to organise them corporately and legally, how to deploy data and technology to effect the change, and finally how to manage the process of meeting the Brexit challenge; all of these contribute to a significant operational headache that needs to be addressed rapidly. Firms of all kinds need to grasp what’s involved in setting up EU entities so they can participate in the post-Brexit single market. They need to understand where liquidity may reside in the post-Brexit venue landscape, how to access it, and how to deliver on their best execution policies. This webinar will discuss the impact of Brexit on financial institutions' operations across the board and discusses best approaches given the current paucity of information on requirements and obligations.

Operational Change Management Under Brexit

Leigh Hill

Over the past few years, about 90% of data management has been dedicated to the operational requirements of data governance and regulatory compliance, but this is changing rapidly as financial institutions look to exploit and drive business value from data. At a growing number of institutions, close to 70% of data management resource is focused on understanding data and implementing analytics that help the business work faster, smarter and identify new opportunities. How can you shift the balance between operations and business analytics safely and successfully, and ensure investment in data management initiatives delivers proportionate business value? Join this webinar to find out more about: -The shift from operations to business led data management -Ongoing challenges and solutions of regulatory compliance -How to identify value in data and drive business benefit -Approaches to balancing operational and business needs -Technology tools and solutions to sustain the balance -Ensuring return on investment in data management initiatives

Balancing compliance and value in data management initiatives

Leigh Hill

How can ‘digitalising’ client onboarding help to speed up data processing and improve customer experience? How can you leverage digital capabilities to improve your Know Your Customer (KYC) and Anti-Money Laundering (AML) workflows, processes and checks? The task is not easy for financial institutions that have large, complex, legacy ecosystems, and standalone solutions and processes. However, all is not lost, with the emergence of specialist regtech providers that can help you leap frog heritage infrastructure and deploy new and improved workflows, systems and applications. This webinar will gauge the extent of digitalisation across onboarding, KYC and AML, review the latest market developments, and explore the capabilities of regtech tools that can help you solve the problems inherent in today’s onboarding processes, and enhance customer experience. If your organisation is working to improve customer experience, register for this webinar to find out more about: -The state of play on digitalising customer experience -Problems caused by legacy and standalone systems -Best practice approaches to digitalisation -Regtech tools that innovate KYC and AML processes -Guidance on how to set and achieve your goals

Regtech: How to digitalise the customer experience with KYC and AML Innovation

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Trade execution is critical to competitive advantage, so how can it be optimised, what challenges does it present and what types of approaches and technologies can firms implement to resolve any problems? This webinar will consider new approaches to the old problems of optimised execution, the role of new technologies including artificial intelligence (AI) in improvement, and how to implement and integrate tools and technologies to build an efficient and cost-effective technology stack. It will also take a look into the future and discuss additional technologies and developments that could be added to the stack for even better decision making and execution going forward. Join the webinar to find out more about: -The criticality of optimised execution -How to approach optimisation Challenges to success -Technologies providing solutions -How to build an effective technology stack -Beneficial outcomes of a modern stack

Fast, Cheap, State of the Art: Optimising Execution Quality using Cloud Data,...

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Balancing the use of personal data required by Markets in Financial Instruments Directive II (MiFID) as part of its transparency regime with the personal data protection rules set out in General Data Protection Regulation (GDPR) is a tough task – tell us everything, but keep it secret – that many financial institutions are struggling with. How can they store personal data for five or seven years as required by MiFID II when GDPR states that data should be kept for no longer than necessary? And how can they respond to data subjects’ requests to exercise the right to be forgotten under GDPR when the transparency requirements of MiFID II allow no such thing? The webinar will consider the conflicts around personal data that result from MiFID II and GDPR requirements, and detail how they can be reconciled to meet the needs of both regulations while avoiding the exorbitant fines of non-compliance with GDPR. Register for the webinar to find out more about: -Personal data requirements of MiFID II and GDPR -Conflicts arising from these requirements -Best practice approaches to reconciliation -Technology solutions to support compliance -Practical examples of conflict and resolution

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