Presented at ACFE conference.
Long gone are the days when organizations could afford to treat each risk, fraud and compliance issue as an individual problem and allow business processes, employees and systems to operate in silos. In order for businesses to activate robust fraud detection, diverse teams of fraud investigators, internal auditors, enterprise risk management specialists, business executives and compliance officers must work in unison; each brings a unique perspective and skill set that can be invaluable to the organization. One approach we’ll examine is the Three Lines of Defense Model where management control is the first line of defense in risk management. The various risk control and compliance functions are the second line of defense, and independent assurance is the third. Each team or “line” plays a distinct role to achieve organizational objectives.
You Will Learn How To:
1. Make a business case for collaboration while remaining true to the principles of your profession
2. Derive business benefits from risk management and internal audit working collaboratively to fulfill their second and third line of defense mandates
3. Tailor the Three Lines Defense Model to fit your organization
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Continuous Controls Monitoring: Putting Controls in Place is Not EnoughFraudBusters
Webinar series from FraudResourceNet LLC on Preventing and Detecting Fraud Using Data Analytics. Recordings of these Webinars are available for purchase from our Website fraudresourcenet.com
This Webinar focused on fraud detection using data analytic software (Excel, ACL, IDEA)
FraudResourceNet (FRN) is the only searchable portal of practical, expert fraud prevention, detection and audit information on the Web.
FRN combines the high quality, authoritative anti-fraud and audit content from the leading providers, AuditNet ® LLC and White-Collar Crime 101 LLC/FraudAware.
The two entities designed FRN as the “go-to”, easy-to-use source of “how-to” fraud prevention, detection, audit and investigation templates, guidelines, policies, training programs (recorded no CPE and live with CPE) and articles from leading subject matter experts.
FRN is a continuously expanding and improving resource, offering auditors, fraud examiners, controllers, investigators and accountants a content-rich source of cutting-edge anti-fraud tools and techniques they will want to refer to again and again.
The presentation provides overall insight of operational fraud risk management. It explains the operational fraud risk and mitigation strategies. The role of Internal audit and audit committee is further exemplified
Sourcing doesn't have to be a big, complicated process that only trained professionals can manage. Learn how anyone who purchases goods and services can run Coupa Sourcing events to get better deals. Plus see how the sourcing results can be seamlessly converted into contracts and POs to capture those savings.
Continuous Controls Monitoring: Putting Controls in Place is Not EnoughFraudBusters
Webinar series from FraudResourceNet LLC on Preventing and Detecting Fraud Using Data Analytics. Recordings of these Webinars are available for purchase from our Website fraudresourcenet.com
This Webinar focused on fraud detection using data analytic software (Excel, ACL, IDEA)
FraudResourceNet (FRN) is the only searchable portal of practical, expert fraud prevention, detection and audit information on the Web.
FRN combines the high quality, authoritative anti-fraud and audit content from the leading providers, AuditNet ® LLC and White-Collar Crime 101 LLC/FraudAware.
The two entities designed FRN as the “go-to”, easy-to-use source of “how-to” fraud prevention, detection, audit and investigation templates, guidelines, policies, training programs (recorded no CPE and live with CPE) and articles from leading subject matter experts.
FRN is a continuously expanding and improving resource, offering auditors, fraud examiners, controllers, investigators and accountants a content-rich source of cutting-edge anti-fraud tools and techniques they will want to refer to again and again.
The presentation provides overall insight of operational fraud risk management. It explains the operational fraud risk and mitigation strategies. The role of Internal audit and audit committee is further exemplified
Sourcing doesn't have to be a big, complicated process that only trained professionals can manage. Learn how anyone who purchases goods and services can run Coupa Sourcing events to get better deals. Plus see how the sourcing results can be seamlessly converted into contracts and POs to capture those savings.
CEI Compliance is the UK's fastest growing regulatory consultancy and provides associate opportunities to consultants and cost effective value to financial services and other regulated companies.
We show you the methodology for conducting the Compliance Risk Assessment and how to provide meaningful action plans.
Reporting to the Board on Corporate ComplianceResolver Inc.
Boards of directors are expected to provide oversight and challenge for the compliance program. To assist them, compliance professionals need to provide more sophisticated reporting based on observable facts. Fortunately, this is one of the biggest payoffs of the Resolver regulatory compliance management tool. Learn how Resolver can facilitate your board reporting and align to the challenges of a modern regulatory environment.
An internal audit is designed to review what a company is doing in order to identify potential threats to the organization's financial health and profitability and to make suggestions for mitigating the risk associated with those threats.
Kuala Lumpur - PMI Global Congress 2009 - Risk ManagementTorsten Koerting
Presentation on Risk Management Tools, like Risk Register, Risk Profile Presentation Options, How to facilitate a Risk Assessment and effective Processes for day to day application of Risk Management in your Project
Second line of defense - advantages and set up Jim McClanahan
An overview of the three lines of defense model in managing risk, the risk management gaps that a second line of defense fills, and practical steps for setting up a second line of defense.
CEI Compliance is the UK's fastest growing regulatory consultancy and provides associate opportunities to consultants and cost effective value to financial services and other regulated companies.
We show you the methodology for conducting the Compliance Risk Assessment and how to provide meaningful action plans.
Reporting to the Board on Corporate ComplianceResolver Inc.
Boards of directors are expected to provide oversight and challenge for the compliance program. To assist them, compliance professionals need to provide more sophisticated reporting based on observable facts. Fortunately, this is one of the biggest payoffs of the Resolver regulatory compliance management tool. Learn how Resolver can facilitate your board reporting and align to the challenges of a modern regulatory environment.
An internal audit is designed to review what a company is doing in order to identify potential threats to the organization's financial health and profitability and to make suggestions for mitigating the risk associated with those threats.
Kuala Lumpur - PMI Global Congress 2009 - Risk ManagementTorsten Koerting
Presentation on Risk Management Tools, like Risk Register, Risk Profile Presentation Options, How to facilitate a Risk Assessment and effective Processes for day to day application of Risk Management in your Project
Second line of defense - advantages and set up Jim McClanahan
An overview of the three lines of defense model in managing risk, the risk management gaps that a second line of defense fills, and practical steps for setting up a second line of defense.
Stop Auditing the Old Fashion WAY! Start working smarter on each audit engagement and actually add value at the same time to your clients. COSO framework suggests that monitoring is a timely assessment of the design and operation of controls to effectively manage risk and provide greater transparency in the monitoring process. Discover a new approach to Continuous Monitoring for Internal Control Effectiveness, with Case Studies in the Hospitality Industry.
Presenters: Sonia Luna, CPA, CIA, CRMA, CEO of Aviva Spectrum & S. Ramakrishnan, S. Narasimhan, Partners with PKF Sridhar & Santhana, Chartered Accountants with over 30 years of experience.
Portifólio de patrocínio Global Risk Meeting 2011Mariana Lima
O evento que por cinco anos consecutivos discutiu Continuidade de Negócios, Governança Corporativa, Segurança da Informação, Responsabilidade Social Corporativa, Gestão de Crises, Segurança, Saúde e Meio Ambiente e Leis e regulamentações, apresenta diretrizes e estratégias baseadas nos aspectos estratégicos, mercadológicos e tendenciais.
A sexta edição do Global Risk Meeting, acontecerá em 12 de setembro, e pela primeira vez será realizada em Fortaleza, no Ceará. Contribuindo para o progresso de empresários e gestores do nordeste brasileiro, o evento elucidará a importância das corporações estarem preparadas para gerir crises e manter a sobrevivência das empresas em momentos difíceis ou imprevisíveis.
Com o objetivo de fomentar cada vez mais as melhores práticas internacionais no mercado nacional, o evento reunirá as maiores organizações para discutir demandas atuais e tendências mundiais relacionadas às melhores práticas sobre os temas de: Gestão de Riscos, Segurança da Informação, e Controles Internos.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.
This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
Bovill briefing: Making AIFMD business as usual - Annex IV reporting - Octobe...Bovill
Bovill - the UK financial services regulatory consultancy - runs regular briefings. These are the slides from the October 2014 briefing On AIFMD. For more information visit www.bovill.com.
Further information on the event is below:
Making AIFMD business as usual
When AIFMD came fully into force in July it felt like the end of a long journey. The end of the transitional period, however, was just the beginning. Firms now need to make sure their AIFMD policies and procedures are properly embedded and working effectively.
The Annex IV reporting regime presents a particular challenge for affected firms in remaining compliant with the Directive.
Relevant for anyone involved in meeting AIFMD requirements, Bovill’s briefing covers:
• a recap of what AIFMD is all about
• how to effectively monitor compliance under the Directive
• the practicalities of Annex IV reporting and how Bovill can help.
Zappers: what’s new in electronic sales suppression?CGI
Tax cheats have been skimming cash from the receipts of businesses in various fashions for years. Technology has allowed this skimming to become fast, easy, and extremely hard to detect which is costing states hundreds of millions of dollars annually. Bryce Berg, Government Tax and Collections expert at CGI, discusses how the use of technology to place an electronic lockbox at the business location can dramatically reduce non-compliance and increase revenues. www.cgi.com/govcollect
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.
This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
This presentation examines how AMI data, the collection of this data and the creation of tools to use of this data have dramatically changed and is continuing to change metering operations. We will look at some of the challenges we are facing as we learn how to do business most effectively with this information and these tools.
Highlights of the new value proposition for metering personnel at their respective utility companies in a post-AMI world. Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.
This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
Presented at the Mid-South Electric Metering Association 2015.
https://nimonik.com
Tips and tricks for finding regulations, rules and other documents you need to comply with. This presentation has a video that can be found on the Nimonik website (link above)
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.
This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployment
Regulatory compliance and quality assurance: driving the need for customer fe...Etuma
Regulators and quality assurance certification bodies require companies to deal with customer feedback properly. How can Etuma help you make sure you fulfill regulatory and quality assurance requirements? This presentation explains how.
This presentation gives an overview of TESCO's Meter Manager including asset and inventory, benefits and ROI, project methodology, meter shop and field operations, advancing business process optimization, and much, much more.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing. This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World. Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment. Presented by John Kretzschmar of SAMSCO on behalf of TESCO. 05/10/18.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing.
This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World.
Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
Presented at the Fall EDA 2014 Conference.
This presentation discusses TESCO's products and services to assist with AMI deployment. Discover what to expect before, during, and after AMI deployment and how TESCO works with you throughout the entire process.
As many utilities have elected to deploy advanced metering systems and millions of new solid-state, microprocessor based end-points with communications under glass, a dramatic shift has begun regarding where metering resources are being deployed and what they are doing. This presentation will highlight the new value proposition for metering personnel at their respective utility companies in a post-AMI World. Examples of issues which have arisen or been identified over the course of various deployments and in the immediate aftermath of an AMI deployment.
Similar to The Three Lines of Defense Model & Continuous Controls Monitoring (20)
The newest release of IDEA is here! Join us on Wednesday, January 24th to see IDEA 10.3 in action and learn how it will help you save time, gain deeper insights and make your audits more efficient than ever.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Auditor Sous Les Projecteurs: Marcelo Barreto Rodrigues CaseWare IDEA
CaseWare Analytics a récemment eu l'occasion de discuter avec
Marcelo Barreto Rodrigues (IM), contre-amiral et directeur général du centre de contrôle interne de la marine brésilienne, sur
l'utilisation de l'analyse de données au sein de la marine. Voici quelques-unes des raisons pour lesquelles il recommande les outils d'analyse de données.
Auditor Destacado: Marcelo Barreto Rodrigues CaseWare IDEA
CaseWare Analytics tuvo la oportunidad recientemente de hablar con Marcelo Barreto Rodrigues (IM), contralmirante y director
general del Centro de control interno de la Armada de Brasil, sobre
el uso de herramientas de análisis de datos. Estas son
algunas de las razones por las cuales defiende del uso
de una solución de análisis de datos.
Auditrice Sous Les Projecteurs: Bistra Dimitrova CaseWare IDEA
Kronos est l'un des chefs de file des solutions de gestion de l'effectif qui permettent à des dizaines de milliers d'organisations dans plus de 100 pays de contrôler les coûts en main-d'œuvre, de réduire le risque lié à la conformité et d'améliorer la productivité de l'effectif. CaseWare Analytics a récemment interrogé Bistra Dimitrova, MBA, CIA, CRMA et directrice de l'audit interne pour savoir pourquoi Kronos utilise CaseWare IDEA.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
How to build a data analytics strategy in a digital worldCaseWare IDEA
This presentation will take you through TSB Bank’s journey from first establishing the audit function through to developing a data analytics strategy as the organization gets ready to move to a new, state-of-the-art online banking platform.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
La University of South Alabama es una facultad de medicina
que cuenta con más de 16 000 estudiantes y en ella
nos reunimos recientemente con el director ejecutivo del
departamento de auditoría interna, Robert Berry, quien
nos habló de su experiencia con el análisis de datos. Esta
es una instantánea de nuestra conversación.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Auditeur sous les Projecteurs - Robert BerryCaseWare IDEA
L'Université de l'Alabama du Sud est un collège médical comptant plus de 16 000 étudiants. Nous y avons récemment rencontré le directeur administratif de l'audit interne du collège,
Robert Berry, pour discuter de son cheminement dans
le domaine de l'analyse de données. Voici un extrait de
notre conversation.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
The University of South Alabama is a medical college with more than 16,000 students and it is here where we recently spoke with the college’s Executive Director of Internal Audit, Robert Berry, to discuss his journey with data analytics.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Heidelberg Cement y su subsidiaria estadounidense, Lehigh Hanson, son líderes globales de la industria del cemento. Hace poco tuvimos la ocasión de charlar con Anke Eckardt, directora del grupo de auditoría interna de la compañía, sobre el uso que hacen del software de análisis de datos CaseWare IDEA. Esto es lo que nos contó.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Auditeur sous les Projecteurs - Anke EckardtCaseWare IDEA
Heidelberg Cement et sa filiale nord-américaine, Lehigh Hanson, sont les chefs de file mondiaux du marché du ciment. Nous avons récemment discuté avec Anke Eckardt, directrice
du groupe d’audit interne de la société, à propos de l’utilisation qu’elle fait du logiciel d’analyse de données CaseWare IDEA. Voici ce qu'elle avait à dire.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Audit Webinar How to get the right data for your audit in 3 easy stepsCaseWare IDEA
As the volume of information companies collect from internal and external sources continues to grow, auditors have to embrace analytics to help them keep pace. Incorporating data analytics into audits, however, can be more challenging than it sounds. Even departments that have established audit objectives and are ready to go with their data analytics tool can have problems getting the right data to so they can start.
In this presentation, Scott Jones, CIA, CRMA discusses the challenges and solutions around identifying, obtaining and verifying the right data to help you achieve your audit objectives.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
How to find new ways to add value to your auditsCaseWare IDEA
Past Presentation at IIA GAM
Aaron Boor, IT Audit & Project Automation Manager talks about how he uses technology and data analytics to deliver more value to his organization.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
CaseWare Analytics recently met Erin Baker, Data Analytics Program Manager for the University of Texas System Audit Office, and discussed her thoughts on data analytics. Here are some highlights from our conversation.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Fort de 30 ans d'expérience au sein de D'Arcangelo & Co. LLP, un cabinet d'audit et de conseils de l'État de New York, Fred Lyons est un spécialiste de l'audit. Voici ce qu'il a confié
à CaseWare Analytics au cours d'une récente entrevue.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
CaseWare Analytics a récemment rencontré Erin Baker, directrice du programme d'analyse de données du bureau d'audit du système de l'Université du Texas, pour discuter
de ce qu'elle pense de l'analyse de données. Voici certains faits saillants de notre conversation.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Fred Lyons en un especialista en el campo de la auditoría. Estas son las experiencias que compartió con CaseWare Analytics durante una reciente entrevista.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
WIth 30 years of experience at D'Arcangelo & Co. LLP, an audit and consulting firm in New York State, Fred Lyons is an expert in the audit field. Here is what he shared with CaseWare Analytics during a recent interview.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Audit Webinar: Surefire ways to succeed with Data AnalyticsCaseWare IDEA
While the majority of executives and internal audit leaders agree that data analytics is important, according to the 2016 IIA CBOK study, only 40% of respondents are using technology in audit methodology. Why the disconnect?
In this webinar, we identify some of the common challenges associated with starting and continuing to use data analytics in your audit process. Easy-to-implement methods that help expand the use of data analytics and improve your audit coverage are also presented.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Why You Need to STOP Using Spreadsheets for Audit AnalysisCaseWare IDEA
Still using spreadsheets for audit analysis? This presentation reviews why auditors should STOP the practice.
SLIDESHARE: www.slideshare.net/CaseWare_Analytics
WEBSITE: www.casewareanalytics.com
BLOG: www.casewareanalytics.com/blog
TWITTER: www.twitter.com/CW_Analytic
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
The Three Lines of Defense Model & Continuous Controls Monitoring
1. THE THREE LINES OF DEFENSE MODEL &
CONTINUOUS CONTROLS MONITORING
DEFENSE IN DEPTH
2. AGENDA
• The Three Lines of Defense model
• Continuous Controls Monitoring (CCM)
• Case studies of CCM at each line of defense
3. THREE LINES OF DEFENSE MODEL
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
4. FIRST LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
5. OPERATIONAL MANAGEMENT
• Own and manage risks
• Design and implement internal controls
• Responsible for maintaining effective controls
6. SECOND LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
7. RISK MANAGEMENT & COMPLIANCE
• Help build and monitor first line of defense
• Ensure compliance with regulations
• Financial risks and reporting requirements
• Identify changes in risk appetite
8. THIRD LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
9. INTERNAL AUDIT
• Provide senior management with assurance
• Monitor the effectiveness of the first and second lines of
defense
• Independent
10. COORDINATING THE THREE LINES
First Line of Defense Second Line of Defense Third Line of Defense
Risk Owners/Managers Risk Control and Compliance Risk Assurance
• Operating
management
• Limited independence
• Reports primarily to
management
• Internal audit
• Greater independence
• Reports to governing
body
11. AGENDA
• The Three Lines of Defense model
• Continuous Controls Monitoring (CCM)
• Case studies of CCM at each line of defense
12. VISION FOR CCM
• Know the state of any control in the business
• Resolve identified breaches before impact
• Provide an unparalleled ROI
13. THE IMPORTANCE OF MONITORING
COSO Guidance
(effective controls
systems must include
monitoring)
14. ROLE OF CCM
• Independent monitoring of automated and partially
automated controls
• Continuous detection of breaches
• Transparency in detection and remediation
• Address IT concerns
• Collaborative approach to timely remediation
15. EXAMPLE
Risk: Invoices may not be valid and/or properly authorized
Control Activity: Matching invoices to goods receipt
Owner: Category Management
Method: Partially automated
Type: Preventative
Frequency: Recurring
COSO Component: Control activities
16. PROPERTIES OF CCM TESTING
Frequency: Daily
Detect: Any non-compliance over and below the threshold
Assignment: Category Management
Deadline: Resolve same day
Evidence: Due diligence performed on those over the threshold and any
other exceptions detected
Value: Ensure that control effectiveness is sustained at a high level
17. CCM AT EACH LINE OF DEFENSE
• Effectively monitor internal controls at the first and second
lines of defense
• Allow the third line of defense to be confident in its
assurance role
• Create a remediation process that minimizes the impact of
a control breakdown
• Provide evidence of due diligence for external auditors and
regulators
18. AGENDA
• The Three Lines of Defense model
• Continuous Controls Monitoring (CCM)
• Case studies of CCM at each line of defense
19. FIRST LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
20. ENERSOURCE
• Canadian Energy Company since 1917
• Third largest in Ontario
• Over 200,000 residential and commercial customers
• Provides electrical infrastructure design, construction,
operations support, and maintenance
23. VERIFICATION OF BILLS
• Reputational risk is the primary concern
• Was using an in-house MS Excel system to verify the
accuracy of bills
• Upgraded to smart meters in 2009
• Challenges
• Took 5 hours to process a batch of bills
• Exceptions manually circulated by email
• Impossible to track resolution
• Labor intensive to make changes
24. THE CCM SOLUTION
• Independently calculate bills and identify inaccuracies
• Extract data from other sources—not just billing system
• Sent exceptions in XML format to bill print system for those
bills not to be printed
• Engaged users in the Billing Department to resolve issues
• Validate corrections made in core systems
• Maintain history of exceptions and actions taken to resolve
them
25. RESULTS
• Has not had a single public incident
• Accuracy of billing improved significantly
• Billing anomalies automatically distributed
• Bills verified in less than 5 minutes (not 5 hours)
• Bills sent out same day—improving cash flow
• Evidence retained for regulators/auditors
• Labor-intensive manual reviews were eliminated
26. SECOND LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
27. CHRISTIES AUCTION HOUSE
• Founded in 1766 by James Christie
• 53 offices in 32 countries
• Prices range from $200 to $80 million
28. CHALLENGES
• Risk and compliance group mandated to review 100% of
transactions
• Primary area of concern is client accounting
• Need to ensure that fees and charges are accurate
• Need to involve the business in timely remediation
29. THE CCM SOLUTION
• Implemented for 40 key controls
• Monitor transactions near real time
• Covering multiple locations (UK and New York)
• Phase I started in risk and compliance then rolled out to
the business
30. PHASE II—CUSTOMER SCREENING
• Important to meet regulatory requirements
• AML and KYC compliance
• Integrate with World-Check sanction list data for screening
31. THIRD LINE OF DEFENSE
Adapted from ECIIA/FERMA Guidance on the 8th EU Company Law Directive, article 41
32. METCASH
• A leading marketing and distribution company
• Operating in the grocery, liquor, and hardware
wholesale industries
• Turnover of $12 billion
• 5,000+ employees
• Market cap $3.2 billion
33. CHALLENGES
• Several disparate systems
• Many audit scripts
• Emailing exceptions in Excel
• SAP generating many exception reports
• Business struggling to cope
34. THE CCM SOLUTION
• All analytics built in-house by CM Team
• Covered 30 key controls to start
• CCM implemented for Purchase to Payment in Phase I
• Expanded to the retail business processes in Phase II
• Adopted as central exception management system
(including SAP reports)
35. RESULTS
• Started in internal audit
• Rolled out to business users
• Use action/reason codes to facilitate root cause analysis
• Daily examination of processes
• First-year results:
• 5.5 billion transaction covered
• $1.8 million in savings
36. CONCLUSION
• Internal control effectiveness is positively impacted by
collaboration
• That covers collaboration at all three levels
• CCM is a compelling vehicle to facilitate a collaborative
process
37. THE THREE LINES OF DEFENSE MODEL &
CONTINUOUS CONTROLS MONITORING
DEFENSE IN DEPTH
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