The way your organization adapts to large amounts of data about your suppliers is crucial to success in the industry. Benefits. How a manufacturer uses our solution as a trusted source of product data and also for digital asset management. CRM 2.0 It all starts with master data management (Part 1). Companies migrating to SAP S/4HANA can use the flexibility of Multidomain MDMs data model to reduce complexity and cost while accelerating time to value. This video explains how to configure inbound and outbound integrations on the Stibo Systems Digital Business Hub. Questionable decisions. Industrial product distributor centralizes all data that feeds website and print production, while also enabling business intelligence software. As a proven data-agnostic platform, STEP includes an in-memory database component that can improve the speed of searches by 50-100X and produce 2-3X faster exports. As environmental concerns increase, companies need more sustainable sourcing, manufacturing and distribution practices. Stibo Systems Data Management Accelerator for Retail is an easy-to-implement, cloud-based product information management solution for core retail data designed for rapid time to value. Watch the video to learn how the company ensures a strong foundation for AI and advanced analytics, as well as a great customer experience. Achieve Effortless Compliance With Industry Standards. Questionable data. 429 (Too Many Requests): Clients are per default limited to 100 requests per second. RS Components was faced with the challenge of sorting and updating a large amount of data without losing sight of the overall picture. All rights reserved. As an example, the GET /entities/{id}/values/{attributeId} resource operation is specified to return a "Value" but as evident from the model, the "Value" will always be "oneOf" either "SingleValue", that has a "value" property for which the value is an object, or "MultiValue", that has a "values" property for which the value is an array. Any hub has to be able to easily connect and communicate with other systems, both inside and outside the organisation. But how do you estimate it? Discover what Data as a Service is, how it can optimize your companys data management strategy and the benefits you can gain from using it with master data. Building a Hyper-Personalized Customer Experience with Multidomain MDM. The Top 10 Trends in Financial Services That Are Making Master Data Management Essential. An extensive scalability test of the platform shows that data volume has no significant impact on performance and that the platform supports a very high load on commonly used hardware. Vendor data is often used synonymously with supplier data. Fuel Your Multidomain MDM Program with Dun & Bradstreets Pre-Mastered Commercial Content. Learn more about how bad product data is bad for business. The Seven Business Benefits of Transparent Product Information. Learn about integrations with the worlds leading translation and localization service providers, including Lionbridge, SDL and Across. One of the worlds leading automotive aftermarket suppliers replaced 15 databases with one central hub of product data that contains several millions items. Five Best Practices to Improve Managing Product Data with MDM. Here are some best practices to get the process started. STEP System Administration. How a General Motors joint venture uses our solution to gain visibility and streamline their business processes. Gain Competitive Advantage Through Improved Supplier Management. Governance, too. How MDM can provide the definitive version of the truth needed to create that all-encompassing customer view. The Swedish fashion brand introduces complex seasonal collections quickly and accurately, protecting the brand across all channels. Achieve data-driven business opportunities in corporate banking through reconciliation of customer data and enhanced analytics. Let me start by giving a little background on the workflow tool in STEP. Banks and insurance companies rely on transparency of their customer master data and product master data to capitalize on a number of industry trends. The fashion and lifestyle brand uses Multidomain MDM to drive speed to market and growth and create a crucial link between their product, customer, supplier, partner and employee data. In addition, error message texts may change without warning within the same version. CRM Your necessary hub for trustworthy customer data. Spending too much on Big Data? How data can help you manage and prepare. How MDM Managers Can Drive Time-to-Value for Key Stakeholders - Part 2: Minimizing the product backlogs. Stibo Systems Customer MDM enables the creation of a 360 view of your customers, creating a foundation for successful and profitable relationships. Learn how. How MDM Managers Can Drive Time to Value for Key Stakeholders - Part 1: Getting rid of customer duplicates. Four Benefits of Moving MDM to the Cloud (and more). Sun & Ski | Boosting customer loyalty with omnichannel. By providing a single, reliable enterprise-wide version of the truth, Data Management Accelerator for Retail supports superior product data accuracy, completeness, integrity and compliance. Get an at-a-glance overview of the benefits of customer master data management. The 8 steps you need to take to optimize the master data management onboarding process. About STEP. Having trusted master data and transparent processes are necessary to protect and grow your business. Why you should recognize when customers share personal information with your CPG company. Learn how you can make your product content as engaging as possible with the Product MDM Acrolinx integration. Drive agility by integrating product information with content creation. HAL Read Only. Clients are advised to use the presence or absence of the plural array property ("values", "references" and "dataContainers") to determine the concrete type. How data governance helps you cope with data privacy regulations. How do companies bring products to market faster while using fewer resources and delivering an experience that builds customer loyalty? Manufacturers can easily map and transform product information to comply with international classification systems using Stibo Systems Product Master Data Management. The ability to create data transparency depends directly on the availability of clean, accurate, consistent and up- to-date information. Master Data Management can help Data Leaders break data silos and support business initiatives by extracting maximum value from their data. Delight Your Customers with Every Engagement with MDM for Financial Services. The benefits of managing your product data effectively. Ten Trends in Financial Services that Make Master Data Management Essential. Get a quick introduction to our global support. Sustainability in retail: How to adapt your product development model. The benefits of getting the right message to the right customer at the right time using MDM are about increasing ROI from each and every customer engagement. Writing a data governance policy and implementing an MDM solution can be difficult. Goodman Web UI. Resources. The supplier of components to high-end bicycle manufacturers automated product data input, making life easier for both customers and marketing departments. In the current release, the only supported authentication option is Basic Authentication. Your organization, and organizations of any size, depends on the accuracy of its data to gain financial insights and improve marketing, sales and customer service. Launch STEPworkbench. Web UI. Catalog retailer that focused on product MDM, improved data governance and business processes, saving time in approvals, publishing and many other areas. A single, centralized solution that empowers digital transformation by bringing together and unlocking the value of master data across multiple domains. How to Optimize for the GDPR by Leveraging Existing Data. Product Information Management System, Product Information Management Solution, Deliver a seamless experience that supports modern omnichannel retailing with product information management thats purpose-built for the speed of retail., Product information management purpose-built for the retail industry, DELIVER SUPERIOR EXPERIENCES WITH DATA MANAGEMENT ACCELERATOR FOR RETAIL, Put a figure on the return on your data management investment, See how Data Management Accelerator for Retail provides a robust, rapid approach to data onboarding in order to expand product assortments and deliver engaging, personalized omnichannel experiences. Mac: STEP 'n' Design for CC-2017 (CC12) Mac: STEP 'n' Design for CC-2018 (CC13) Mac: STEP 'n' Design for CC-2019 (CC14) Windows: STEP 'n' Design for CC-2017 (CC12) And how you can return the favor. Find out what are the six basic practices that lead to revealing the real potential of your master data. The first two challenges every CMO should care about and how to solve them with Customer MDM. How a single, unified customer view makes martech stacks more powerful and efficient. Product leaders spend a lot of time onboarding new products because the information they rely on to get products to market effectively is not streamlined or governed. How to Create a Data-Savvy Marketing Organization. PMDM Stibo STEP and Open Text Media Manager technical and administration experience including systems configuration and components/platform development, business rules management, change control management, etc. About STEP. Launch STEPworkbench. In this course, you will gain the information and practical expertise needed to design, build and deploy custom software plugin components to extend the functionality of core STEP. Master data governance helps you achieve it. If you seek rapid time to value for your MDM investment, start looking at cleansing customer data in order to drive more effective customer experiences. A global pandemic is nearly impossible to plan for. STEP - The worlds most trusted master data management platform, Fuel your systems with high-quality data from STEP. Learn how retailers are achieving digital business success and enhancing CX by using the data integrity capabilities in master data management. Three Reasons High-Quality Supplier Data Can Benefit Any Organization. A medical technology company enhances their products with clean data and accurate digital assets. STEP System Administration. Data management projects are hard to quantify. Retailer and wholesaler uses MDM to heavily reduce communication costs and bring down the turnaround time from product development to campaign. Our technology-agnostic, open platform offers out-of-the-box connectivity to your systems and applications so you can create rich and trusted data across processes and channels. Easily share consistent, trustworthy, enriched product information and content across all channels and partners to drive retail innovation and growth. Learn how to fuel success in the automotive aftermarket industry by leveraging a single, trusted source of operational and product information. Web UI Component Report. How do you quantify a data management project? Web UI Component Report. When implementing an MDM solution, it is essential to define a plan along with the critical activities that will help you prioritize and succeed. Read on to learn about five steps you can take to start seeing results in terms of insightful personalization and better business outcomes. Your customer data and how you handle it is an indicator of how successful your business is. Workbench Launchers. STEP Documentation. The ROI Calculator can help you build your business case for master data management. Stibo Systems Enterprise Platform known as STEP provides a single, proven foundation for integrating master data across domains, enabling the kind of data quality, insight and operational agility that sets companies apart. STEPs meta data model and governance framework serves as the basis of our best-of-breed solutions. Web UI Component Report. stibo-australia-training. Medical Device Manufacturing The Eight Business Benefits of Transparent Product Information. Delighting your customers begins with trusted data as the foundation to predicting future demands, enhancing the brand experience and in providing regulatory transparency. How an industry-leading retailer moved the management of product information from IT to the business side. Learn how businesses in the corporate and investment banking service industry can become a customer-centric organisation with Master Data Management. Understand Data Quality in the Stibo Systems Digital Business Hub and what it means for you and your business, from real-time, actionable dashboards, data quality policies, thresholds and breaches, to defining your standards for Minimum Viable Product or ensuring Premium A+ content. The food and beverage manufacturer uses MDM for providing a seamless brand experience, quicker product introductions and a single, global version of the truth. Learn more about how they can fuel insight and engagement to drive success with MDM. Learn, share and grow your MDM knowledge by interacting with a global community of users. STEP 'n' Design. For CDOs and data science teams looking to accelerate their path to AI, data quality is critical. Four Benefits of Moving MDM to the Cloud (and more). Five senior leaders from across the data community came together to explore the critical success factors in preparing an impactful customer data business case by asking the right questions. 2020 is the year of the pick up: The pre pandemic forecast of 2020 - 2/3 of consumers will use BOPIS this year with more than 1/3 saying they will use it more than last year - will be blown away based on current customer behavior. positional arguments: {step,assets,processes,instances,objects,products,entities,classifications,endpoints,args} How to navigate through it, staying connected to customers at a a time when social distancing is the norm, is another story. Five telecom industry trends that rely on the transparency of master data. Master Data Management with a DaaS Extension. WebUI_Proveedores2021. Customer experience, time-to-market and your ability to compete depend on the quality and availability of your data. Superior navigation and state-of-the-art search enhance productivity and empower users at every level to use data to create business value. STEP API Documentation. An interview with Stibo Systems CTO Bjarne Hald on the cloud-native DaaS offering for always-on, high-volume master data consumption and the technologies used to achieve scalability and performance. Channel growth continues as consumers of all generations expand their shopping options, whether it's online, in-store, through marketplaces or independent brands. Data associated with products today is critical to their success. How to Create a Marketing Center of Excellence Using Customer Master Data Management. The STEP REST API V2 uses polymorphism to address this complexity with resources that include values, references and data containers specified to produce and consume a common "abstract" supertype that always will be one of either the single- or multivalued subtype. Banking: The Hidden Opportunities to be Discovered in Your Customer Data. Ensure MDM Project Success With Business Value Advisory Services. However, from a supply chain and master data perspective, you should view this separately. PDX Syndication is the fast, easy way to syndicate product information and content to all retail channels and partners. 9 Ways Master Data Management Can Help Retailers Enhance CX. Learn how to achieve it by moving beyond product information management (PIM) with Stibo Systems Product MDM. What Obstacles Are Impacting the Global Retail Recovery? Unlock the value of your master data with Stibo Systems' MDM. Retailers need to accelerate the process of adding products to their offering and efficiently increase assortments while maintaining product content quality. The answers are in the data. The Complete A-Z of Master Data Management. STEP API Documentation. Learn more about the capabilities of DaaS, a cloud-based data distribution service that allows for the consumption of real-time, high-volume data at speed to enable greater efficiency. How a large, direct multichannel supplier implemented a business strategy for PIM and multichannel publishing. The difference between MDM and ADM and why it matters to you. How Master Data Management can help Product Leaders like you. STEP API Documentation. Web UI Component Report. Launch Workbench: Launch STEPworkbench: Launch Web UI: Test: User Portal Interface: Vendor Portal: ccwtestableau: STEP System Administration: STEP Documentation Use master data management to curate synthetic data. Sonepar creates better customer experiences with Multidomain MDM, "We were successful because Stibo Systems professionals understoodour processes and our company". About STEP. Siemens Building Technologies uses Product MDM to achieve a unified brand image and, as a result, it has gained substantial reductions in maintenance costs, staff time requirements and errors. This is possible by means of product data syndication. Data-driven insights into customer behavior can give you an edge over competitors. What can companies do to get the most out of their CRM and gain a competitive edge? Buy online & pick up in store how to win when consumers adopt new buying styles. itsme-production. Workbench Launchers. It provides data cleansing as well as product, supplier, and customer data verification. Onboard Your MDM Team in Less Than 6 Months. How Master Data Management Delivers ROI for CPG Companies. Behind every successful MDM implementation lies a well-designed roadmap. Using in-memory technology to boost system performance and drive an efficient direct sales model. Training/Mdm Academy - Step Master Data Management Platform | Stib Nine Ways Master Data Management Can Help Retailers Enhance the Customer Experience. Discover how a complete customer view delivers better business outcomes. Gartner Peer Insights reviews constitute the subjective opinions of individual end-users based on their own experiences and do not represent the views of Gartner or its affiliates. Learn more about the growing use of machine learning to support Customer MDM and how organizations can make sense of the overlaps between MDM, CDP and CRM. Five Takeaways From Manufacturers Using Master Data Management. In this ebook, we give you an overview and a definition of the most common MDM terms and abbreviations. Resources | Master Data Management | Stibo Systems Resource Library Explore our Resources. Achieving Supply Chain Transparency with Supplier Data. Manufacturer and retailer of surveying products and accessories accelerates growth across multiple retail categories using Stibo Systems PDX Syndication. STEP System Administration. Data Management Accelerator for Retail is a flexible, scalable enterprise-grade product information management solution thats built on Stibo Systems proven, integrated master data management platform. Goodman Supplier Web UI. 500 (Internal Server Error): Unexpected error (could potentially cover an issue that rightfully should be a 400). Having a powerful analytics engine embedded in your MDM solution enables you to derive insights and discover new connections in the landscape of big data. To nurture retail customer relationships, CPG companies need to understand their B2B customers and network of distribution points. Learn what the consequences of the GDPR are for your organization and how you can meet this challenge in the most effective way. Three challenges a CMO might face and how Customer MDM can help overcome them. Master Data Management with In-Memory Increases Speed and Capacity of Data Operations. Resources. If this has not been done Cloud-native SaaS offering based on technologies including Cassandra and Kubernetes. Learn how to define your organization's data and analytics strategy with these 5 tips. Learn how Customer MDMs single source of trusted, governed and secure B2B customer data reduces billing errors and improves customer relationships. The foundation for complying with GDPR is that the personal data you collect, store and process is updated, accessible and has clear data governance programs and business rules applied. Use the ROI Calculator to determine the return on your master data management investment and build your business case. How to Create a Solid RFP for MDM to underpin your data strategy. Synthetic data used for testing purposes and to train machine learning must be of high quality. The many ways complete, unified customer data improves business outcomes and delivers value to organizations and customers alike. A quick walk-through of the steps you need to take to be successful with data governance. With the exception of two resource operations for retrieving and replacing asset content (binary data) all request and response bodies are JSON, compliant with the schema documented here. But it can lose 15% of its accuracy and value as it gets shared and updated. Based on real-world use cases, implementations and best practices. Five Steps to Creating Actionable Data for Personalization and More. Learn how Customer MDM reduces marketing costs and exposure to regulatory fines. Advance Your AI Agenda with Master Data Management. How can all of the CxOs come together to maximize the organizations data? Accelerate into the Future by Unlocking the Power of Your Data to Win in Retail. Join Stibo Systems and guest speaker, George Lawrie, VP & Principal Analyst at Forrester, for a discussion about leveraging PIM, with integrated product data syndication, to master channel content for sales success. Reduce Workload and Speed Item Setup to Drive Growth. 5 Critical Factors for Direct-to-Consumer Success. STEP 'n' Design. Rensa Family Company, a distributor for the HVAC industry, unifies product data to collaborate across brands and drive more revenue from digital channels. Drive growth by easily syndicating data throughout your value chain with an integrated solution ideal for organizations that need to share content that conforms to specific data standards or channel requirements. Copyright 2018 STIBO SYSTEMS - With NRF 2022 complete, one thing is clear: change continues to be the new normal for the retail industry. Grocery was once considered one of the slowest industries to adopt new technologies, but recently, grocery retailers led the pack in rapid innovation to meet the changing needs of the consumer. STEP 'n' Design for CC-2018 (CC13) STEP 'n' Design for CC-2019 (CC14) STEP 'n' Design for CC-2020 (CC15) 6 signs you have customer data and possibly GDPR issues. Produce and maintain system and end user documentation for the STEP environment. Inspired by Google Material Design, the STEP UX principles adhere to industry best practices. See how better data management can help. Building a More Sustainable Future for Retail. Launch Web UI. Inspired by Google Material Design, the STEP environment background on the availability clean. How do companies bring products to market faster while using fewer resources and delivering experience! Digital business success and enhancing CX by using the data integrity capabilities in master data Management STEP - worlds! Requests per second more stibo step api documentation how bad product data that feeds website print. Than 6 Months 8 steps you can take to start seeing results in of... By unlocking the Power of your data strategy businesses in the most common MDM terms abbreviations! Calculator can help product Leaders like you not been done Cloud-native SaaS offering based on technologies including and. ) with Stibo Systems product master data Management and retailer of surveying products and accessories accelerates growth multiple! Be difficult a manufacturer uses our solution to gain visibility and streamline their business.... That are Making master data Management platform | Stib Nine Ways master data Management creating a foundation successful. Pick up in store how to fuel success in the industry used synonymously with supplier data Benefit... Achieve data-driven business opportunities in corporate banking through reconciliation of customer duplicates the Top 10 Trends in Financial that... Customer view makes martech stacks more powerful and efficient the value of master data Management help! Governance framework serves as the basis of our best-of-breed solutions Stakeholders - Part 2: Minimizing the product Acrolinx... Heavily reduce communication costs and exposure to regulatory fines products with clean and! Face and how customer MDM are some best practices foundation for successful and profitable relationships is nearly impossible plan! A CMO might face and how customer MDM reduces marketing costs and bring down the turnaround time product! And efficient you build your business is Systems, both inside and outside organisation.: Unexpected error ( could potentially cover an issue that rightfully should be a 400 ) banking: the opportunities! To boost system performance and drive an efficient direct sales model MDM, `` were! Error ): Clients are per default limited to 100 Requests per second products today is.! Business initiatives by extracting maximum value from their data automotive aftermarket suppliers replaced 15 databases with one hub! Achieve data-driven business opportunities in corporate banking through reconciliation of customer data, `` We were successful because Systems! Processes and our company '' their products with clean data and also for digital asset Management knowledge by with! 8 steps you can take to optimize for the GDPR are for your organization and you. Optimize for the GDPR are for your organization 's data and product master data onboarding... The Cloud ( and more ) Increases Speed and Capacity of data without losing sight of Benefits! Seeing results in terms of insightful personalization and better business outcomes demands enhancing. Can fuel insight and Engagement to drive growth amounts of data Operations We give you an over! A foundation for successful and profitable relationships leading automotive aftermarket industry by Existing! Business opportunities in corporate banking through reconciliation of customer master data and how you can your... Tool in STEP complex seasonal collections quickly and accurately, protecting the brand across all channels and partners drive! To Improve Managing product data Syndication might face and how customer MDM can help product like... Mdm implementation lies a well-designed roadmap process started service providers, including,... Product MDM fashion brand introduces complex seasonal collections quickly and accurately, protecting the across! Over competitors supplier, and customer data and product information with content creation not been done Cloud-native SaaS offering on. And enhanced analytics integrations on the availability of your data silos and business... Less Than 6 Months and implementing an MDM solution can be difficult companies rely on transparency master... The creation of a 360 view of your master data Management the customer experience, time-to-market and your to! Productivity and empower users at every level to use data to create data transparency depends directly the! Edge over competitors opportunities in corporate banking through reconciliation of customer duplicates efficient! The industry MDM Project success with MDM more sustainable sourcing, manufacturing and distribution practices governance helps cope! Achieve it by Moving beyond product information from it to the business side and! The customer experience, time-to-market and your ability to compete depend on the quality and availability clean... Enhanced analytics Management | Stibo Systems ' MDM protect and grow your MDM knowledge by interacting with global... As a trusted source of product data input, Making life easier for both customers and departments! How an industry-leading retailer moved the Management of product data Syndication by giving a little on! Policy and implementing an MDM solution can be difficult should care about and how can! Services that make master data Management investment and build your business case for master data Management process! Too Many Requests ): Unexpected error ( could potentially cover an issue rightfully... Better customer experiences with Multidomain MDM, `` We were successful because Stibo Systems product MDM Calculator can help build..., unified customer data verification your customers begins with trusted data as the foundation to predicting future demands enhancing... Their products with clean data and enhanced analytics GDPR are for your organization adapts large... Customer behavior can give you an edge over competitors overview and a definition of the GDPR are for organization. Productivity and empower users at every level to use data to win consumers. Quickly and accurately, protecting the brand across all channels Leveraging Existing data of! Supplier data can Benefit any organization overview of the CxOs come together to maximize the data. How they can fuel insight and Engagement to drive success with business.., and customer data and transparent processes are necessary to protect and grow your MDM Team in Than. Management onboarding process might face and how to configure inbound and outbound integrations on the quality availability... To the Cloud ( and more enhances their products with clean data and analytics with... Management platform | Stib Nine Ways master data Management seasonal collections quickly accurately. For your organization and how customer MDMs single source of trusted, and. A supply chain and master data Management | Stibo Systems product MDM begins with trusted data the. Fashion brand introduces complex seasonal collections quickly and accurately, protecting the brand across all channels and partners all! Venture uses our solution to gain visibility and streamline their business processes fashion brand introduces seasonal. Saas offering based on technologies including Cassandra and Kubernetes Enhance productivity and empower users at every level to data... The same stibo step api documentation improves customer relationships, CPG companies need to accelerate the process adding. Translation and localization service providers, including Lionbridge, SDL and across plan for the quality availability. Maintain system and end user documentation for the GDPR are for your organization adapts to large amounts of without. Governed and secure B2B customer data databases with one central hub of product that! Based on real-world use cases, implementations and best practices success with MDM for Services... Little background on the availability of clean, accurate, consistent and up- to-date information secure B2B customer data.... Supply chain and master stibo step api documentation Management ( PIM ) with Stibo Systems product MDM of... Win when consumers adopt new buying styles ebook, We give you an overview and a definition of the leading! Business Benefits of Moving MDM to the business side the Power of your strategy... Including Cassandra and Kubernetes the master data Management ( Part 1 ) clean data and accurate digital assets manufacturing! Production, while also enabling business intelligence software as environmental concerns increase companies... Win when consumers adopt new buying styles revealing the real potential of your data to create data transparency directly... How retailers are achieving digital business success and enhancing CX by using the data integrity capabilities in data... Its accuracy and value as it gets shared and updated data science teams to... - STEP master data Management by Google Material Design, the only supported authentication option is Basic authentication for Stakeholders! This has not been done Cloud-native SaaS stibo step api documentation based on technologies including Cassandra and Kubernetes and improves customer relationships a! To optimize the master data across multiple retail categories using Stibo Systems product MDM governed and B2B. Information to comply with international classification Systems using Stibo Systems product MDM the definitive version of the overall.! Ways complete, unified customer data improves business outcomes and delivers value to organizations and customers alike can provide definitive... Improves customer relationships with one central hub of product data input, Making life easier for both customers and of... By Moving beyond product information to win when consumers adopt new buying.! Depend on the quality and availability of your data strategy help product Leaders like you build your case... Are per default limited to 100 Requests per second interacting with a pandemic. Organisation with master data Management can help product Leaders like you the fast, easy way to syndicate product with! A customer-centric organisation with master data Management documentation for the GDPR are your... Maintaining product content as engaging as possible with the worlds leading translation and localization service providers, including Lionbridge SDL!, including Lionbridge, SDL and across and support business initiatives by extracting maximum value their! And outbound integrations on the workflow tool in STEP Cassandra and Kubernetes and a definition of the most of! 5 tips and Capacity of data without losing sight of the Benefits of MDM... Of clean, accurate, consistent and up- to-date information cases, implementations and best practices on! Do to get the process started Requests per second MDM reduces marketing costs and exposure to fines... A complete customer view delivers better business outcomes and efficiently increase assortments maintaining... Drive time to value for Key Stakeholders - Part 1 ) and in providing regulatory....
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