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Pragmatic Product Authentication<br><br>The production and distribution of products that meet customers' requirements is the aim of a pragmatic approach to product authentication. It's a comprehensive methodology that covers all aspects of production, from design and launch to management and operations.<br><br>Utilize the Aha! Roadmaps workspace hierarchy to create a separate area for analyzing marketing issues and evaluating possible business ideas. Then, bring the most promising opportunities to life in a coordinated way.<br><br>Product Lifecycle Management<br><br>The pragmatic product development process is a business model that is focused on customers and guides companies in the creation and launch of new products. It involves conducting research to better understand [https://pragmatic-korea09752.prublogger.com/29308414/7-simple-changes-that-ll-make-an-enormous-difference-to-your-pragmatic-casino 프라그마틱 슈가러쉬] real-world problems and the needs of customers. It also involves preparing and executing marketing plans that are aimed at solving these problems. This approach emphasizes the need to collect and analyze information to inform decision-making, improve performance, and aid in making the way to make better decisions.<br><br>The Pragmatic Framework, a comprehensive approach to product management assists companies in developing products that are tailored to customers' needs and [https://adsbookmark.com/ 프라그마틱 체험] create an attractive value proposition. The framework guides the entire development and management process, including market research as well as product roadmaps and project planning. It also assists companies in managing the product life cycle by reviewing and improving customer satisfaction, profitability of the product and market potential.<br><br>The management of a product from its inception to end-of-life requires substantial estimates and projections, particularly for large-scale projects. If a business is too certain or receives inaccurate market information, it could spend valuable resources on a product that does not deliver value. This could result in expensive delays and expenses.<br><br>With a PLM system it is easy to collaborate with suppliers and stakeholders to share product requirements issues, concerns, changes and revisions. This helps teams avoid bottlenecks and be up-to date with the most recent version of their files. It also streamlines processes. PLM systems also allow teams to make decisions based on one source of truth critical for achieving product management KPIs.<br><br>A PLM system gives visibility into the design and engineering process of a product. This allows teams meet the requirements of engineering and create quality products that are conforming to the requirements. This is crucial for businesses that sell internationally or who have regulatory compliance requirements. With a PLM solution that allows companies to use built-in predictive analytics machine learning, machine learning,  [https://throbsocial.com/story19921676/10-meetups-on-pragmatic-product-authentication-you-should-attend 프라그마틱 슬롯 하는법] artificial intelligence, IoT, and digital assistance to automate tasks, increase productivity, and make rapid changes to the ever-changing global standards.<br><br>A PLM solution can be used to maximize the benefits of Pragmatic Framework and to become truly market-driven. This means defining roles and responsibilities, organizing workflows, and using market research to gain meaningful feedback and inform key product decisions. This framework provides practical, actionable templates and processes to facilitate strategic release planning and coordination of execution that is aligned and metrics for customer satisfaction that inform commercial and product decisions balancing teams empirical experiences with market data, directly enhancing results.<br><br>Track &amp; Trace<br><br>Imagine a world where a single scan can reveal the entire story of your product, from raw materials to your doorstep (the entire supply chain). This is what systems for tracking and trace do intricate networks, silently protecting our brands and products. They are like conductors of the orchestra, making sure that everything is working efficiently and effectively.<br><br>Real-time visibility at the item level is essential as logistics management becomes more complicated. This requires intelligent tracking technology that is able to reliably and securely authenticate each step of a shipment's path - from packing and labelling, to shipping and delivery. Unfortunately digital authentication has generally been reserved for items of high value because of its high cost. Pragmatic is changing this with extremely low-cost flexible integrated circuits which can be integrated into any type of material.<br><br>By connecting loose ends in the distribution and logistics process, businesses can reduce the loss of inventory and increase workflow efficiency. Track and trace helps solve issues that impact production lines, such as shortages of raw materials or delays in the flow of finished goods. It also helps to avoid customer complaints and reduce the costs associated with shipping issues like delayed or lost packages.<br><br>Track &amp; trace can also be used to ensure that all equipment and materials are available when the production line needs them, and that the quality of these products is in line with the highest standards. This is particularly useful for perishable items such as food items or medicines. Additionally, businesses can use track &amp; trace to track and deal with any depreciation in equipment, that could harm the customers who purchase it.<br><br>If a customer wants an update on the status of their order, they only require the unique identifier (usually a code on the packaging or barcode) to log on to an online portal and view the progress of the package. Logistics managers also have access to this information at any point of the supply-chain.<br><br>These data enable retailers, manufacturers and logistics service providers to make the best decisions about capacity, routing optimization and quality control. They can also anticipate demand patterns and optimize production schedules more effectively which reduces operating costs and the need for overproduction.<br><br>Item-Level Visibility<br><br>In distribution operations, real-time item-level visibility is vital to efficiency and transparency. While traditional tracking methods provide only a top-level view of inventory movement, real-time item-level visibility (RTILV) gives businesses granular insight into the location and status of items, making them more responsive to demand.<br><br>The data gathered helps businesses make better decisions, improve execution, and reduce waste across their supply chains. Food suppliers and restaurants can, for instance monitor the source of food-related illnesses with item-level visibility. This allows them to quickly pinpoint the source of the problem and trace the products back to the source. This ensures quality control and protects brands from liability.<br><br>A variety of technologies can provide visibility at the item level, ranging from simple barcodes to specialized RFID chip. In the latter case, the chips are inserted into the production of products and can be tracked throughout the supply chain. This allows for rapid and scalable tracking that is highly cost-effective for even high-value items.<br><br>A DC or warehouse equipped RTILV, for example, can use unique item identifiers to record stock movement within the facility and in outbound deliveries. These records, when combined with specific details about the product can be used to ensure efficient and effective inventory control, which reduces shrinkage and [https://pragmatickr-com97631.blogdon.net/how-to-outsmart-your-boss-on-pragmatic-free-slots-46037793 프라그마틱 공식홈페이지] [https://bookmark-vip.com/story18156713/ask-me-anything-10-answers-to-your-questions-about-pragmatic-korea 프라그마틱 게임] ([https://bookmarkstown.com/story18308806/question-how-much-do-you-know-about-pragmatic-genuine inquiry]) improving forecasting accuracy.<br><br>To implement RTILV, begin by completing the Market Step of the Pragmatic Framework by gathering and analyzing customer insights to better understand customers' wants. Record your findings using templates for strategy, like the one provided in Aha! Roadmaps, or a whiteboard template to facilitate brainstorming sessions. Utilize the New Assessment workspace for products to capture and analyze ongoing market research. To get the most effective results, you must disable all sections of this workspace including goals, releases and features.<br><br>After you've identified your key problems with your customers and identified your customer segments, you can proceed to the Focus Step in the Pragmatic Framework. This requires a deep understanding of your unique strengths and how they relate to the preferred methods your customers use to purchase your products. In this stage, you should also evaluate how your customers' pain points fit into the framework of other solutions that are available on the market. To do this, collect feedback through a variety tools and methodologies like a customer ideas portal focus groups, focus groups, or polling tools, for a more holistic approach to problem identification.<br><br>Compliance<br><br>If your product is physical or digital it must meet regulatory requirements. They can be complex, and they apply to every part of the business. From the supply chain to customer service, it is essential that your company is in compliance. Compliance is not just a matter of following the rules, but of creating value for your customers by making sure you know what they want.<br><br>A good starting point for understanding the operation of your product is Pragmatic Marketing, a methodology that focuses on market-driven choices. It encourages companies to think from the outside in, focus on the customer and their needs throughout the manufacturing process, and prioritize based on impact. This approach is critical for the management of products and operations.<br><br>The Pragmatic Framework not only helps your teams to agree on the right priorities but also allows you to better utilize your data. This gives you greater insight into the overall health of your product and enables you to make better choices about where and how to invest resources.<br><br>It is essential to have a complete understanding of your product, its operation and the people who are involved including suppliers, customers, or employees. Compliance also reduces the cost incurred from legal and penal proceedings. Furthermore, it conveys an attitude of responsibility to others and fosters an environment that is ethical and responsible making.<br><br>Counterfeiting is a huge cost to businesses, costing billions of dollars each year1. It's not only a financial cost - it also damages the reputation of brands and erodes consumer confidence in everything from food items to medicine.<br><br>The goal is to be able to prove the authenticity of your products on a massive scale, and at a minimal cost. RFID solutions that utilize FlexICs can offer the ability to authenticate items at the item level. This offers the security and reliability that is required for a wide range of applications.<br><br>Pragmatic certifications are now required by more companies than ever before. Pragmatic Institute Certifications have been gained by more than 200,000 product professionals and allow them to create products based on market data and that consumers are eager to purchase. Begin by earning your Foundations, Focus, and Build courses today. You can then take your career to the next level with a comprehensive collection of Pragmatic Institute certifications.
Pragmatic Product Authentication<br><br>The production and distribution of products that satisfy customer needs is the goal of pragmatic product authentication. It's a complete methodology that can be applied to every aspect of production from the initial development phase to operations and management.<br><br>Use the Aha! Roadmaps workspace structure to create an area for researching marketing problems and evaluating possible business ideas. Then, bring the most promising opportunities to life in a synchronized manner.<br><br>Product Lifecycle Management<br><br>The process of developing a product is a model for business that is customer-centric and guides companies in the design and launch of new products. It involves conducting research to better understand the real-world issues and needs of customers as well as establishing and executing marketing strategies aimed at solving the issues. This methodology emphasizes the importance to gather and analyze data to aid in decision-making, improve performance, and help make better the way to make better decisions.<br><br>The Pragmatic Framework, a comprehensive approach to product management assists companies in developing products that are tailored to customers' needs and create an attractive value proposition. The framework guides the entire development and management process, which includes market research products, product roadmaps, and the planning of projects. It also assists companies with managing the product life cycle by monitoring and improving customer satisfaction, product profitability and market potential.<br><br>For projects that are complex it is crucial to make accurate estimates and projections. If a company is overly certain or receives inaccurate market information, it may spend a lot of money on products that do not deliver value. This could lead to expensive delays and expenses.<br><br>A PLM system makes it simple to collaborate with stakeholders and suppliers to communicate the requirements for products, as well as issues and modifications. This allows teams to avoid bottlenecks and be up-to date on the most current version of the files. It also helps streamline workflows. PLM systems let teams make critical decisions based on a single source of truth, which is crucial to achieving key product management performance indicators.<br><br>A PLM system also gives visibility to the engineering and design processes of a product, helping teams meet the requirements of engineering and produce a high-quality, compliant-finished product. This is particularly important for businesses that sell internationally or must comply with regulatory requirements. With a PLM solution that allows companies to use built-in predictive analytics machine learning, machine learning intelligence, IoT, and digital assistance to automate tasks, increase productivity, and enable rapid adjustments to evolving global standards.<br><br>Using an PLM solution is a good method to make the most of the advantages of the Pragmatic Framework and become truly market-driven. This involves clarifying roles and responsibilities, organising workflows, and taking advantage of market research to gain valuable feedback and guide product decisions. This framework provides practical process templates and templates to enable strategic release planning and coordination of execution that is aligned and customer adoption metrics that guide both commercial and product decisions by balancing the team's experience with market data, directly enhancing results.<br><br>Track &amp; Trace<br><br>Imagine a world where just one scan can reveal the entire story of your product from the raw materials right up to your door  [https://socialbuzztoday.com/story3398904/20-trailblazers-setting-the-standard-in-pragmatic-image 프라그마틱 무료 슬롯버프] [https://bookmarklinkz.com/story18051176/how-to-create-an-awesome-instagram-video-about-pragmatic-image 무료 프라그마틱]스핀 ([https://todaybookmarks.com/story18172917/10-of-the-top-mobile-apps-to-use-for-pragmatic-play https://Todaybookmarks.Com]) (the entire supply chain). Track and trace systems are intricate networks that safeguard our brands and products. They're like the conductors of the orchestra, making sure that everything runs smoothly and efficiently.<br><br>As logistics management becomes increasingly complicated, real-time, item-level visibility is vital. Achieving this requires smart tracking technology that is able to reliably and securely authenticate each step of the shipment's journey from packing and labelling to shipping and delivery. Digital authentication is costly and has been reserved for items of high value. Pragmatic is changing this by introducing extremely low-cost flexible integrated circuits that can be integrated into any type of material.<br><br>By making sure that loose ends are tied in the distribution and logistics process, companies can cut down on inventory losses and improve efficiency of workflow. Track &amp; trace can help solve issues that impact production lines, such as shortages of raw materials or delays in the flow of finished products. It also helps to avoid customer complaints and help reduce costs related to shipping issues like delayed or lost packages.<br><br>Track &amp; Trace can also be used for ensuring that all the necessary equipment and materials are in stock at the time that the production line requires them and that they meet the highest standards for quality. This is particularly useful for perishable items like food or medicines. Businesses can also utilize track and trace to monitor equipment depreciation, which may be harmful to customers.<br><br>When a customer wants to check the status of their order, all they need is the unique identifier, usually an image on the packaging or in the form of a barcode, to go to the website and check the progress of the package. Logistics managers also have access to this information at every stage of the supply-chain.<br><br>These data enable retailers, manufacturers and logistics service providers to make the most effective decisions regarding capacity, route optimization, and quality control. They can also forecast demand patterns and optimize production scheduling more precisely which reduces costs and the need for over production.<br><br>Visibility of the item<br><br>In distribution, real-time item-level visibility is vital to efficiency and transparency. Traditional tracking methods provide a broad overview of the movements of inventory. Real-time transparency of items (RTILV), however, provides businesses with more in-depth information about the location and condition of items. This allows them to be more responsive to demands from customers.<br><br>The data collected helps businesses make better business choices and improve their performance and reduce waste in their supply chains. Restaurants and food service providers can, for instance monitor the source of food-related illnesses by using visibility of the food item. This allows them to quickly pinpoint the source of the problem and trace the products back to the original. This ensures that quality control is maintained and protects brands from the risk of being held accountable.<br><br>A variety of technologies are able to provide visibility at the item level, ranging from simple barcodes to specialized RFID chips. In the second case RFID chips are inserted in the products during manufacturing and can be tracked throughout the supply chain. This enables rapid and scalable tracking that is highly cost-effective even for high-value products.<br><br>A DC or warehouse equipped RTILV for instance uses unique item identifiers to track inventory movements within the facility as well as in outbound deliveries. These data, when combined with the specific information about the product will allow for efficient and efficient inventory control, reducing shrinkage and improving forecasting accuracy.<br><br>To implement RTILV, start with the Market Step of the Pragmatic Framework by gathering and analyzing customer insights to determine customer wants. Record your findings using templates for strategy, like the one provided in Aha! Roadmaps, or a whiteboard template, to facilitate brainstorming sessions. Use the New Product Assessment Workspace to record and analyze ongoing market research. For best results, disable the goals release, features,  [https://mysocialname.com/story3449425/are-the-advances-in-technology-making-pragmatic-official-website-better-or-worse 프라그마틱 슬롯]체험 [[https://telebookmarks.com/story8347624/a-vibrant-rant-about-free-slot-pragmatic Telebookmarks.Com]] and goals sections of this workspace line.<br><br>Once you've identified your most pressing problems with your customers and identified your segments of customers, you can proceed to the Focus Step in the Pragmatic Framework. This requires a deep understanding of your distinctive competencies and how they align with your customers' preferred ways to purchase your products. During this stage, you should be able to assess the way your customers' pain points fit into the framework of other solutions that are available in the marketplace. To do this, you must collect feedback through a variety methods and tools including a portal for customer ideas, focus groups or polling tools to provide a more comprehensive method of identifying problems.<br><br>Compliance<br><br>Whatever your product is digital or physical it must comply with the requirements of the regulatory authorities. They are often complicated and apply to all aspects of the business. Compliance is a must for your organization from the supply chain to customer service. Compliance goes beyond complying with the law. It's about creating value for customers and knowing what they need.<br><br>Pragmatic Marketing is a good starting point for anyone trying to understand your product's operations. This method concentrates on decision-making based on market research. It encourages businesses to think from the outside in, focus on the customer and their requirements throughout the production process and prioritize based on impact. This approach is critical in the management of operations and product.<br><br>In addition to assisting your teams to align on the best priorities, the Pragmatic Framework enables you to make better use of your data. This gives you a better understanding of the health of your product, and allows you to make more informed decisions about where and how to allocate resources.<br><br>Having a complete picture of your product and its processes is crucial to build trust with stakeholders, including suppliers, customers and employees. Compliance also minimizes costs derived from legal and penal proceedings. Furthermore, it conveys a sense of accountability to others and creates an environment of ethical and responsible decision-making.<br><br>Counterfeiting is a worldwide issue, costing businesses trillions of dollars each year1. Not only does counterfeiting cause businesses lose money, but it also damages the reputation of brands and weakens consumer confidence in everything from food to medicines.<br><br>The solution is to be able to verify the authenticity on a large scale at a low cost. The ability to authenticate items at the item level is possible by using RFID solutions that use FlexICs to provide the security and reliability required for a broad range of applications.<br><br>Pragmatic certifications are now required by more companies than ever before. More than 200,000 product professionals have obtained Pragmatic Institute certifications, enabling them to create market- and data-driven products that people want to buy. Take the Foundations Focus and Build classes now. You can then advance your career to the next level with an extensive portfolio of Pragmatic Institute certifications.

Aktuelle Version vom 21. Dezember 2024, 05:09 Uhr

Pragmatic Product Authentication

The production and distribution of products that satisfy customer needs is the goal of pragmatic product authentication. It's a complete methodology that can be applied to every aspect of production from the initial development phase to operations and management.

Use the Aha! Roadmaps workspace structure to create an area for researching marketing problems and evaluating possible business ideas. Then, bring the most promising opportunities to life in a synchronized manner.

Product Lifecycle Management

The process of developing a product is a model for business that is customer-centric and guides companies in the design and launch of new products. It involves conducting research to better understand the real-world issues and needs of customers as well as establishing and executing marketing strategies aimed at solving the issues. This methodology emphasizes the importance to gather and analyze data to aid in decision-making, improve performance, and help make better the way to make better decisions.

The Pragmatic Framework, a comprehensive approach to product management assists companies in developing products that are tailored to customers' needs and create an attractive value proposition. The framework guides the entire development and management process, which includes market research products, product roadmaps, and the planning of projects. It also assists companies with managing the product life cycle by monitoring and improving customer satisfaction, product profitability and market potential.

For projects that are complex it is crucial to make accurate estimates and projections. If a company is overly certain or receives inaccurate market information, it may spend a lot of money on products that do not deliver value. This could lead to expensive delays and expenses.

A PLM system makes it simple to collaborate with stakeholders and suppliers to communicate the requirements for products, as well as issues and modifications. This allows teams to avoid bottlenecks and be up-to date on the most current version of the files. It also helps streamline workflows. PLM systems let teams make critical decisions based on a single source of truth, which is crucial to achieving key product management performance indicators.

A PLM system also gives visibility to the engineering and design processes of a product, helping teams meet the requirements of engineering and produce a high-quality, compliant-finished product. This is particularly important for businesses that sell internationally or must comply with regulatory requirements. With a PLM solution that allows companies to use built-in predictive analytics machine learning, machine learning intelligence, IoT, and digital assistance to automate tasks, increase productivity, and enable rapid adjustments to evolving global standards.

Using an PLM solution is a good method to make the most of the advantages of the Pragmatic Framework and become truly market-driven. This involves clarifying roles and responsibilities, organising workflows, and taking advantage of market research to gain valuable feedback and guide product decisions. This framework provides practical process templates and templates to enable strategic release planning and coordination of execution that is aligned and customer adoption metrics that guide both commercial and product decisions by balancing the team's experience with market data, directly enhancing results.

Track & Trace

Imagine a world where just one scan can reveal the entire story of your product from the raw materials right up to your door 프라그마틱 무료 슬롯버프 무료 프라그마틱스핀 (https://Todaybookmarks.Com) (the entire supply chain). Track and trace systems are intricate networks that safeguard our brands and products. They're like the conductors of the orchestra, making sure that everything runs smoothly and efficiently.

As logistics management becomes increasingly complicated, real-time, item-level visibility is vital. Achieving this requires smart tracking technology that is able to reliably and securely authenticate each step of the shipment's journey from packing and labelling to shipping and delivery. Digital authentication is costly and has been reserved for items of high value. Pragmatic is changing this by introducing extremely low-cost flexible integrated circuits that can be integrated into any type of material.

By making sure that loose ends are tied in the distribution and logistics process, companies can cut down on inventory losses and improve efficiency of workflow. Track & trace can help solve issues that impact production lines, such as shortages of raw materials or delays in the flow of finished products. It also helps to avoid customer complaints and help reduce costs related to shipping issues like delayed or lost packages.

Track & Trace can also be used for ensuring that all the necessary equipment and materials are in stock at the time that the production line requires them and that they meet the highest standards for quality. This is particularly useful for perishable items like food or medicines. Businesses can also utilize track and trace to monitor equipment depreciation, which may be harmful to customers.

When a customer wants to check the status of their order, all they need is the unique identifier, usually an image on the packaging or in the form of a barcode, to go to the website and check the progress of the package. Logistics managers also have access to this information at every stage of the supply-chain.

These data enable retailers, manufacturers and logistics service providers to make the most effective decisions regarding capacity, route optimization, and quality control. They can also forecast demand patterns and optimize production scheduling more precisely which reduces costs and the need for over production.

Visibility of the item

In distribution, real-time item-level visibility is vital to efficiency and transparency. Traditional tracking methods provide a broad overview of the movements of inventory. Real-time transparency of items (RTILV), however, provides businesses with more in-depth information about the location and condition of items. This allows them to be more responsive to demands from customers.

The data collected helps businesses make better business choices and improve their performance and reduce waste in their supply chains. Restaurants and food service providers can, for instance monitor the source of food-related illnesses by using visibility of the food item. This allows them to quickly pinpoint the source of the problem and trace the products back to the original. This ensures that quality control is maintained and protects brands from the risk of being held accountable.

A variety of technologies are able to provide visibility at the item level, ranging from simple barcodes to specialized RFID chips. In the second case RFID chips are inserted in the products during manufacturing and can be tracked throughout the supply chain. This enables rapid and scalable tracking that is highly cost-effective even for high-value products.

A DC or warehouse equipped RTILV for instance uses unique item identifiers to track inventory movements within the facility as well as in outbound deliveries. These data, when combined with the specific information about the product will allow for efficient and efficient inventory control, reducing shrinkage and improving forecasting accuracy.

To implement RTILV, start with the Market Step of the Pragmatic Framework by gathering and analyzing customer insights to determine customer wants. Record your findings using templates for strategy, like the one provided in Aha! Roadmaps, or a whiteboard template, to facilitate brainstorming sessions. Use the New Product Assessment Workspace to record and analyze ongoing market research. For best results, disable the goals release, features, 프라그마틱 슬롯체험 [Telebookmarks.Com] and goals sections of this workspace line.

Once you've identified your most pressing problems with your customers and identified your segments of customers, you can proceed to the Focus Step in the Pragmatic Framework. This requires a deep understanding of your distinctive competencies and how they align with your customers' preferred ways to purchase your products. During this stage, you should be able to assess the way your customers' pain points fit into the framework of other solutions that are available in the marketplace. To do this, you must collect feedback through a variety methods and tools including a portal for customer ideas, focus groups or polling tools to provide a more comprehensive method of identifying problems.

Compliance

Whatever your product is digital or physical it must comply with the requirements of the regulatory authorities. They are often complicated and apply to all aspects of the business. Compliance is a must for your organization from the supply chain to customer service. Compliance goes beyond complying with the law. It's about creating value for customers and knowing what they need.

Pragmatic Marketing is a good starting point for anyone trying to understand your product's operations. This method concentrates on decision-making based on market research. It encourages businesses to think from the outside in, focus on the customer and their requirements throughout the production process and prioritize based on impact. This approach is critical in the management of operations and product.

In addition to assisting your teams to align on the best priorities, the Pragmatic Framework enables you to make better use of your data. This gives you a better understanding of the health of your product, and allows you to make more informed decisions about where and how to allocate resources.

Having a complete picture of your product and its processes is crucial to build trust with stakeholders, including suppliers, customers and employees. Compliance also minimizes costs derived from legal and penal proceedings. Furthermore, it conveys a sense of accountability to others and creates an environment of ethical and responsible decision-making.

Counterfeiting is a worldwide issue, costing businesses trillions of dollars each year1. Not only does counterfeiting cause businesses lose money, but it also damages the reputation of brands and weakens consumer confidence in everything from food to medicines.

The solution is to be able to verify the authenticity on a large scale at a low cost. The ability to authenticate items at the item level is possible by using RFID solutions that use FlexICs to provide the security and reliability required for a broad range of applications.

Pragmatic certifications are now required by more companies than ever before. More than 200,000 product professionals have obtained Pragmatic Institute certifications, enabling them to create market- and data-driven products that people want to buy. Take the Foundations Focus and Build classes now. You can then advance your career to the next level with an extensive portfolio of Pragmatic Institute certifications.