How are you managing the need to demonstrate trade reconstruction?
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The document announces a webinar on demonstrating trade reconstruction and managing related data. It provides details on the webinar panelists and their areas of expertise regarding voice surveillance, trade compliance solutions, and experience with financial regulations. The webinar topics include regulatory drivers for trade reconstruction, types of data required, data management challenges, and how firms can approach reconstruction strategically and tactically.
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-Approaches to compliance
-Benefits of successful implementation
-Expert advice on unbundling
Mind the Gap 2: Marketing Operations in Age of Disruption
While marketing operations capabilities are a requirement for today’s b-to-b marketing organizations, they can choose from a variety of approaches to execute those capabilities. The key to success is matching an organization’s situation and requirements to the right execution model.
In this webinar Jeff Clark (Research Director at SiriusDecisions) and Ed Breault (VP Marketing at Aprimo) will define the organizational choices for executing marketing operations responsibilities and the advantages and risks associated with each choice, addressing the topics such as organizational model and responsibilities and technology platform.
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The latest on identifiers and standards in data management – LEIs, ISINs, CFI...
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Regtech: How to digitalise the customer experience with KYC and AML Innovation
Regtech: How to digitalise the customer experience with KYC and AML Innovation
If SharePoint is your answer, do you know what your question is?
If SharePoint is your answer, do you know what your question is?
MiFID II – Research Unbundling, Permissioning and Commission Sharing Arrangem...
MiFID II – Research Unbundling, Permissioning and Commission Sharing Arrangem...
Mind the Gap 2: Marketing Operations in Age of Disruption
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More from Leigh Hill
Data Science & Analytics – New approaches and capabilities for driving busine...
Financial institutions are under pressure to maximise the insight they can derive from their data. With data spread across multiple silos and stored in both structured and unstructured formats, embedding analytics into business processes can be difficult and calls for new approaches to data management.
Open source database and data processing technologies, as well as machine learning techniques including Natural Language Processing (NLP), provide new approaches to advanced analytics. Metadata management, knowledge graphs, data discovery, quality metrics and data visualisation tools are also useful for adding context to data and providing insight, although winning buy in and business ownership for new tools is an ongoing challenge.
Managing data privacy, content license restrictions and security is a critical concern when using data for analytics, and must be addressed in the early stages of any analytics project.
This webinar will discuss data science and how it is driving new approaches and solutions to business analytics.
Listen to the webinar to find out:
-The role of the data scientist in analytics
-How to add data sources into workflows
-How to integrate quality data with analytics
-How to gain insight from data
-How to manage data privacy and security
-Necessary tools, technologies and techniques
Data Standards – progress and case studies
Global data standards and identifiers are essential to business growth, market stability and cost reduction – but they can be challenging to implement, while a lack of consistency across jurisdictions has presented obstacles to global take-up.
However, with regulators starting to sit up and take note, the issue of data standards is coming increasingly to the fore. The FICC Markets Standards Board (FMSB) in its latest Spotlight Review warned that if markets are to remain stable and trusted, fair and effective, then the rapid growth of new technology and of data science must be balanced with more effective governance and control – notably through the widespread use of data standards.
Following on from A-Team Group’s in-depth discussion earlier this year on ‘Data Standards and Identifiers: Where are the helping and what more can be done?’ this webinar brings you the latest updates on progress: including a review of current industry developments around data standards and identifiers including the FIGI, LEI, UPI, ISINs, Cusips and more, and how they have helped firms meet regulatory requirements thus far.
It explores the challenge in adopting these standards, the most urgent pressures facing firms in terms of adoption, and how the industry can further engage in the standard-setting process.
Presenting a range of detailed and specific use cases defining practical illustrations of adoption and execution, the webinar is a must for anyone with an interest in the security, accuracy, timeliness and integrity of data for the smooth running of the financial markets.
Listen to this webinar to find more about:
-Industry progress on data standards and identifiers such as the FIGI, LEI, UPI, ISINs, Cusips
-Case studies on how standards are being used
-Challenges to adoption and barriers to implementation
-The role of standards in a digital and data driven world
How to run effective client onboarding and KYC processes
Increasing cost, complexity and regulatory change continue to challenge firms implementing client onboarding and Know Your Customer (KYC) systems. With an effective strategy and a clearly defined pathway, it’s possible to gain a valuable competitive advantage whilst meeting those all-important compliance requirements. But how to get there?
With a myriad of different options out there and a clamour of information attempting to be heard, the practical implementation of a coherent client onboarding strategy can be challenging – especially in today’s environment, where both banks and their clients are attempting to acclimatise to a whole new way of working.
Data is a crucial cog in this wheel – and for many financial institutions, this can throw up a seemingly insurmountable barrier, with much in-house data still siloed, frequently uncategorised, and often disorganised. Learning how to source, cleanse and effectively govern operational and onboarding data is a vital step in the KYC process, and one that requires a holistic data strategy in order to implement.
This webinar explores how to most effectively streamline and improve your client onboarding and KYC processes in order to meet today’s complex regulatory requirements and leverage increasingly pressing commercial imperatives. Join us to:
-Evaluate the obstacles to effective onboarding and learn how to address them
-Explore the latest developments in onboarding innovation and automation
-Discover the benefits and cost savings available through streamlined KYC processes
-Investigate the best ways of aggregating and effectively managing your onboarding and operational data
-Identify best practice and create a path forward.
Adopting Entity Data Hierarchies to Address Holistic Risk Management
Firms across the board are struggling to gain a comprehensive view of their counterparty risk. In the wake of the Credit Crisis, regulators have increased their focus on pushing firms to not only better understand risk exposure, but also be able to provide evidence of the analysis they use to create their view of risk.
Entity identification has emerged as a key requirement for firms seeking to understand the links between investment securities, issuers, counterparties and risk measures. But creating entity hierarchies – which are required to link legal entities, counterparties and issuers with securities, thereby establishing beneficial ownership – remains a challenge.
Despite great strides, such as the adoption of the global legal entity identifier (LEI), firms continue to be hamstrung by data issues in their attempts to address credit and counterparty risk. The complexity of operations and reliance on multiple data sources have proven to be key factors that add layers of difficulty.
This webinar will examine the challenges associated with mapping, managing and visualizing the data sets needed to create a holistic view of market, country and counterparty risk. The panellists will discuss what data and technology are needed to address legal entity hierarchies and country of risk, using a proactive and robust approach to data mapping. This will include examples from both the buy and sell sides. Finally, the speakers will provide guidance on how to approach a top-down strategy for entity data management.
Best Practices for Integrated Regulatory Reporting Across Multiple Jurisdictions
The regulatory reporting obligations of financial institutions have mushroomed in scale over the past decade, leaving firms facing a raft of different requirements to provide increasingly granular metrics on their transaction, valuation and collateral data to a number of regulatory authorities. While many of these reports draw from the same core data set, the nuanced differences in requirement across regulatory jurisdictions is creating a complex, highly fragmented and administratively burdensome challenge for many financial institutions, particularly those with activities in multiple jurisdictions.
Today Tier 1 or Tier 2 buy- and sell-side institutions need to provide a significant number of reporting data fields to licensed trade repositories to meet their obligations under a range of reporting regulations – ASIC, CFTC, EMIR, HKMA, MAS, MiFID II, SFTR – across global markets in credit, commodities, equities, foreign exchange, interest rates and exchange-traded derivatives.
For regulated entities, the challenge is to report as efficiently as possible, ensuring consistency across the relevant regulatory jurisdictions, minimizing risk of misreporting, and centralizing audit trails and exceptions management.
This webinar looks at the challenges facing institutions as they seek to establish an integrated approach to regulatory risk reporting. It discusses the specific issues facing both buy- and sell-side institutions, and includes examples of how firms have approached trade reporting across the key regulations they face. In particular, the webinar will address best practices for establishing a full reporting work flow including:
-Data management
-Submission
-Reconciliation
-Monitoring
Last minute preparations for SFTR: What still needs to be done and are we ready?
This document summarizes an upcoming webinar on preparations for the Securities Financing Transactions Regulation (SFTR). The webinar will feature a moderator and four panel members with expertise in areas like securities lending, regulatory initiatives, and reference data. They will discuss key topics organizations should focus on to prepare for SFTR like reference data requirements, security ratings, industry testing delays, direct vs delegated reporting, and expectations for compliance. Challenges around gathering and enriching reference data will also be addressed, as will potential pitfalls to watch for after the April 2022 implementation date.
Data lineage – how to ensure you can deliver the right information, to the ri...
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
Client Experience and Onboarding For Transfer Agents: How to ensure you deliv...
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
How to capture and manage complete and accurate customer data
The document discusses the process of developing a new product from start to finish. It outlines 9 key steps: conducting market research, developing a business plan, designing the product, creating a prototype, testing and refining the prototype, manufacturing the product, marketing and distributing the product, selling the product, and getting customer feedback to improve future products. The overall goal is to bring a new product from concept to market through this comprehensive 9-step process.
Moving the trading technology stack to the cloud
The document provides information about an upcoming conference called RegTech Insight USA 2022 that will take place from May 16-18th in New York City. The conference will bring together regulators, financial institutions, and technology companies to discuss innovative regulatory technologies and their ability to advance compliance functions. A variety of speakers will provide insights on key issues related to regtech and discussions will cover themes such as artificial intelligence, blockchain, and data management.
FRTB: The time to get your data in order is now
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
How to exploit the opportunities of alternative data
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
FRTB: Laying the groundwork for compliance 6 June 2019
The webinar aimed to provide an overview of the Fundamental Review of the Trading Book (FRTB) regulation and discuss challenges for compliance. It featured a moderator and three panel members with expertise in FRTB implementation at major banks. They planned to cover the requirements and timeline of FRTB, progress of financial institutions, implications of the standardized and internal model approaches, data challenges, and tools to support compliance. The webinar would help attendees understand how FRTB differs from prior market risk rules and prepare for its upcoming implementation deadlines.
An update on data standards and global identifiers
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
Data lineage to drive compliance and as a business imperative
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
Operational Change Management Under Brexit
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.
Balancing compliance and value in data management initiatives
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
How to get data lineage right
Data lineage is key to regulatory compliance and financial institutions’ ability to understand and use their data to business advantage. It is also important from an operational perspective, as a successful implementation can identify systems and data feeds that are no longer necessary and can be switched off, saving money and resource. The webinar will consider the drivers of data lineage, best practice implementation and beneficial outcomes.
Join the webinar to find out about:
-Regulatory requirements for lineage
-Challenges of development
-Best practice implementation
-Technology solutions
-Beneficial outcomes
Data management requirements for the 2018 regulatory agenda
The 2018 regulatory agenda is probably the most onerous ever faced by financial institutions, with everything from Markets in Financial Instruments Directive II (MiFID II) to Markets in Financial Instruments Regulation (MiFIR), General Data Protection Regulation (GDPR), Packaged Retail and Insurance based Investment Products (PRIIPs) and Benchmarks Regulation coming into play. Add the January 2019 deadline for Fundamental Review of the Trading Book (FRTB) regulation and the compliance challenge becomes even more daunting. The webinar will discuss regulatory data management requirements, identify compliance solutions and consider the potential extent of strategic approaches to regulation.
Join the webinar to find out about:
-The regulatory agenda
-Data management challenges
-Technology solutions
-Strategic approaches
-Beneficial outcomes
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Data Science & Analytics – New approaches and capabilities for driving busine...
Data Science & Analytics – New approaches and capabilities for driving busine...
How to run effective client onboarding and KYC processes
How to run effective client onboarding and KYC processes
Adopting Entity Data Hierarchies to Address Holistic Risk Management
Adopting Entity Data Hierarchies to Address Holistic Risk Management
Best Practices for Integrated Regulatory Reporting Across Multiple Jurisdictions
Best Practices for Integrated Regulatory Reporting Across Multiple Jurisdictions
Last minute preparations for SFTR: What still needs to be done and are we ready?
Last minute preparations for SFTR: What still needs to be done and are we ready?
Data lineage – how to ensure you can deliver the right information, to the ri...
Data lineage – how to ensure you can deliver the right information, to the ri...
Client Experience and Onboarding For Transfer Agents: How to ensure you deliv...
Client Experience and Onboarding For Transfer Agents: How to ensure you deliv...
How to capture and manage complete and accurate customer data
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How to exploit the opportunities of alternative data
How to exploit the opportunities of alternative data
FRTB: Laying the groundwork for compliance 6 June 2019
FRTB: Laying the groundwork for compliance 6 June 2019
An update on data standards and global identifiers
An update on data standards and global identifiers
Data lineage to drive compliance and as a business imperative
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Balancing compliance and value in data management initiatives
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Data management requirements for the 2018 regulatory agenda
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3:国家专业人才认证中心颁发入库证书
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6:个人职称评审加20分
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8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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原版办理【微信号:BYZS866】【巴斯大学毕业证(Bath毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
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留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
毕业原版【微信:176555708】【(GWU,GW毕业证书)乔治·华盛顿大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Orchestrating the Future: Navigating Today's Data Workflow Challenges with Ai...
Navigating today's data landscape isn't just about managing workflows; it's about strategically propelling your business forward. Apache Airflow has stood out as the benchmark in this arena, driving data orchestration forward since its early days. As we dive into the complexities of our current data-rich environment, where the sheer volume of information and its timely, accurate processing are crucial for AI and ML applications, the role of Airflow has never been more critical.
In my journey as the Senior Engineering Director and a pivotal member of Apache Airflow's Project Management Committee (PMC), I've witnessed Airflow transform data handling, making agility and insight the norm in an ever-evolving digital space. At Astronomer, our collaboration with leading AI & ML teams worldwide has not only tested but also proven Airflow's mettle in delivering data reliably and efficiently—data that now powers not just insights but core business functions.
This session is a deep dive into the essence of Airflow's success. We'll trace its evolution from a budding project to the backbone of data orchestration it is today, constantly adapting to meet the next wave of data challenges, including those brought on by Generative AI. It's this forward-thinking adaptability that keeps Airflow at the forefront of innovation, ready for whatever comes next.
The ever-growing demands of AI and ML applications have ushered in an era where sophisticated data management isn't a luxury—it's a necessity. Airflow's innate flexibility and scalability are what makes it indispensable in managing the intricate workflows of today, especially those involving Large Language Models (LLMs).
This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
毕业原版【微信:176555708】【(UCSB毕业证书)圣芭芭拉分校毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(Unimelb毕业证书)墨尔本大学毕业证如何办理
原版制作【微信:41543339】【(Unimelb毕业证书)墨尔本大学毕业证】【微信:41543339】《成绩单、外壳、雅思、offer、留信学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同进口机器一比一制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UO毕业证)渥太华大学毕业证如何办理
原件一模一样【微信：95270640】【渥太华大学毕业证UO学位证成绩单】【微信：95270640】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：95270640】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：95270640】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：95270640】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理渥太华大学毕业证UO学位证毕业证offer【微信：95270640 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理渥太华大学毕业证毕业证offerUO学位证【微信：95270640 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
一比一原版兰加拉学院毕业证(Langara毕业证书)学历如何办理
原版办【微信号:BYZS866】【兰加拉学院毕业证(Langara毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
原版一比一多伦多大学毕业证(UofT毕业证书)如何办理
原版制作【微信:41543339】【多伦多大学毕业证(UofT毕业证书)】【微信:41543339】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(UO毕业证)渥太华大学毕业证如何办理
UO毕业证录取书【微信95270640】购买（渥太华大学毕业证成绩单硕士学历）Q微信95270640代办UO学历认证留信网伪造渥太华大学学位证书精仿渥太华大学本科/硕士文凭证书补办渥太华大学 diplomaoffer,Transcript购买渥太华大学毕业证成绩单购买UO假毕业证学位证书购买伪造渥太华大学文凭证书学位证书,专业办理雅思、托福成绩单，学生ID卡，在读证明，海外各大学offer录取通知书，毕业证书，成绩单，文凭等材料:1:1完美还原毕业证、offer录取通知书、学生卡等各种在读或毕业材料的防伪工艺（包括 烫金、烫银、钢印、底纹、凹凸版、水印、防伪光标、热敏防伪、文字图案浮雕，激光镭射，紫外荧光，温感光标）学校原版上有的工艺我们一样不会少，不论是老版本还是最新版本，都能保证最高程度还原，力争完美以求让所有同学都能享受到完美的品质服务。
文凭办理流程：
1客户提供办理信息：姓名生日专业学位毕业时间等（如信息不确定可以咨询顾问：微信95270640我们有专业老师帮你查询）；
2开始安排制作毕业证成绩单电子图；
3毕业证成绩单电子版做好以后发送给您确认；
4毕业证成绩单电子版您确认信息无误之后安排制作成品；
5成品做好拍照或者视频给您确认；
6快递给客户（国内顺丰国外DHLUPS等快读邮寄）。
7完成交易删除客户资料
高精端提供以下服务：
一：渥太华大学渥太华大学毕业证文凭证书全套材料从防伪到印刷水印底纹到钢印烫金
二：真实使馆认证（留学人员回国证明）使馆存档
三：真实教育部认证教育部存档教育部留服网站可查
四：留信认证留学生信息网站可查
五：与学校颁发的相关证件1:1纸质尺寸制定（定期向各大院校毕业生购买最新版本毕,业证成绩单保证您拿到的是鲁昂大学内部最新版本毕业证成绩单微信95270640）
A.为什么留学生需要操作留信认证?
留信认证全称全国留学生信息服务网认证,隶属于北京中科院。①留信认证门槛条件更低,费用更美丽,并且包过,完单周期短,效率高②留信认证虽然不能去国企,但是一般的公司都没有问题,因为国内很多公司连基本的留学生学历认证都不了解。这对于留学生来说,这就比自己光拿一个证书更有说服力,因为留学学历可以在留信网站上进行查询!
B.为什么我们提供的毕业证成绩单具有使用价值？
查询留服认证是国内鉴别留学生海外学历的唯一途径但认证只是个体行为不是所有留学生都操作所以没有办理认证的留学生的学历在国内也是查询不到的他们也仅仅只有一张文凭。所以这时候我们提供的和学校颁发的一模一样的毕业证成绩单就有了使用价值。只硕大的蛇皮袋手里拎着长铁钩正站在门口朝黑色的屋内张望不好坏人小偷山娃一怔却也灵机一动立马仰起头双手拢在嘴边朝楼上大喊：“爸爸爸——有人找——那人一听朝山娃尴尬地笑笑悻悻地走了山娃立马“嘭的一声将铁门锁死心却咚咚地乱跳当山娃跟父亲说起这事时父亲很吃惊抚摸着山娃的头说还好醒得及时要不家早被人掏空了到时连电视也没得看啰不过父亲还是夸山娃能临危不乱随机应变有胆有谋山娃笑笑说那都是书上学的看童话和小说时多
Intelligence supported media monitoring in veterinary medicine
Media monitoring in veterinary medicien
一比一原版英属哥伦比亚大学毕业证(UBC毕业证书)学历如何办理
原版办【微信号:BYZS866】【英属哥伦比亚大学毕业证(UBC毕业证书)】【微信号:BYZS866】《成绩单、外壳、雅思、offer、真实留信官方学历认证（永久存档/真实可查）》采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路）我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信号BYZS866】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信号BYZS866】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Open Source Contributions to Postgres: The Basics POSETTE 2024
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How are you managing the need to demonstrate trade reconstruction?
- 1. FROM IntelligentTradingTechnology.comMay 31, 2018 Welcome to A-Team Group’s webinar How are you managing the need to demonstrate trade reconstruction?
- 2. FROM IntelligentTradingTechnology.comMay 31, 2018 Join the Intelligent Trading Technology Online Community Intelligent Trading Technology is your single destination for knowledge and resources covering trading technology approaches, trends and challenges as well as all the regulations impacting financial trading technology for the enterprise. Join our 17,000 other members - it’s entirely free to join! Sign up at http://bit.ly/ITTSignup Membership entitles you to free access to expert unbiased commentary. We deliver: Regular weekly updates on the latest news and views Blogs and commentary White papers Surveys and research Trading technology handbooks Events Webinars Awards
- 3. FROM IntelligentTradingTechnology.comMay 31, 2018 A recording of this webinar can be found at http://resource.datamanagementreview.com/webina r-recording-trade-reconstruction-may2018
- 4. FROM IntelligentTradingTechnology.comMay 31, 2018 Moderator: Sarah Underwood, Editor, A-Team Group
- 5. FROM IntelligentTradingTechnology.comMay 31, 2018 Panel Member: Nuno Hortensio, Global Audio Surveillance Product Manager, Tier 1 Bank Areas of Expertise: • Communication surveillance • Voice surveillance technology covering capture and analysis • Data processing and management
- 6. FROM IntelligentTradingTechnology.comMay 31, 2018 Panel Member: Levi Orbach, Founder and CEO, Voitrax Areas of Expertise: • Created an automated compliance system at Lazard Frere • Designed and developed solution for Dodd-Frank Title 7 • Designed and developed machine learning tools to meet MiFID II and MAR requirements
- 7. FROM IntelligentTradingTechnology.comMay 31, 2018 Panel Member: Paul Rogers, Pre-Sales Director EMEA, Fonetic Areas of Expertise: • 25 years of experience within electronic trading, confirmation and regulatory domains • Strong technical knowledge of voice processing and analysis, trade communications surveillance and other systems involved in the trade lifecycle • Worked with important players in the financial industry and on regulatory initiatives including MiFID, Dodd-Frank, EMIR and MiFID II
- 8. FROM IntelligentTradingTechnology.comMay 31, 2018 Panel Member: Steve LoGalbo, Product Management Director, NICE Actimize Areas of Expertise: • Director of product management for the NICE Actimize Financial Markets Compliance division • Responsible for the Holistic Trade Compliance portfolio, which consists of solutions for trade and communications surveillance • Automating compliance tasks using workflow management and robotic process automation • Advanced analytics and machine learning solutions
- 9. FROM IntelligentTradingTechnology.comMay 31, 2018 Trade reconstruction, regulatory drivers, penalties of non-compliance Types of data that must be collected to support trade reconstruction How to identify and collect required data from siloed sources Data management challenges of reconstruction and time limits How to reconstruct a trade with minimal manual intervention Elements and technologies of a complete reconstruction solution Policies to ensure relevant data is recorded, stored and accessible How to turn the regulatory requirement into business advantage Talking Points
- 10. FROM IntelligentTradingTechnology.comMay 31, 2018 Defining trade reconstruction, regulatory drivers and penalties of non-compliance • Markets in Financial Instruments Directive II (MiFID II) • Market Abuse Regulation (MAR) • Dodd-Frank Act
- 11. FROM IntelligentTradingTechnology.comMay 31, 2018 Types of data that must be collected to support trade reconstruction • Pre-trade data, including all communication records • Trade data • Post-trade execution data
- 12. FROM IntelligentTradingTechnology.comMay 31, 2018 How to identify and collect required data from siloed sources and ensure data accuracy
- 13. FROM IntelligentTradingTechnology.comMay 31, 2018 Data management challenges, time limits and potential security risks of reconstruction • Data sourcing • Data quality • Data completeness • Data timeliness
- 14. FROM IntelligentTradingTechnology.comMay 31, 2018 How firms are approaching the regulatory requirement • Strategically • Tactically • In-house build • Vendor solution
- 15. FROM IntelligentTradingTechnology.comMay 31, 2018 How to reconstruct a trade with minimal manual effort and in a timely manner
- 17. FROM IntelligentTradingTechnology.comMay 31, 2018 Elements and technologies of a complete trade reconstruction solution
- 19. FROM IntelligentTradingTechnology.comMay 31, 2018 Policies firms should put in place to ensure relevant data is recorded, stored and accessible
- 20. FROM IntelligentTradingTechnology.comMay 31, 2018 How to turn the regulatory requirement into business advantage
- 21. FROM IntelligentTradingTechnology.comMay 31, 2018 Advice for practitioners working on trade reconstruction
- 22. FROM IntelligentTradingTechnology.comMay 31, 2018 Thank you to our sponsors Email: info@fonetic.com or marketing@fonetic.com www.fonetic.com Email: compliance@niceactimize.com or visit www.niceactimize.com/compliance
- 23. FROM IntelligentTradingTechnology.comMay 31, 2018 Upcoming A-Team Group Events Visit IntelligentTradingTechnology.com/events Intelligent Trading Summit (ITS) - New York City, 12th June 2018 RegTech Summit for Capital Markets - London, 4th October 2018 RegTech Summit for Capital Markets - New York City, 15th November 2018 Intelligent Trading Summit (ITS) - London, 28th November 2018
- 24. FROM IntelligentTradingTechnology.comMay 31, 2018 Upcoming A-Team Group Webinars Visit webinar section of IntelligentTradingTechnology.com June 5th – Managing market data feeds in the post MiFID II world June 7th – The challenges of managing data for regulatory compliance and business performance June 14th – Innovation in trading architecture June 19th – Solving the data management challenges of FRTB
- 25. FROM IntelligentTradingTechnology.comMay 31, 2018 Visit the trading technology handbooks section of IntelligentTradingTechnology.com A-Team Group Handbook Series