<?xml version="1.0" encoding="UTF-8" ?><!-- generator=Zoho Sites --><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><atom:link href="https://lololol.zohosites.com/thoughts/tag/six-sigma/feed" rel="self" type="application/rss+xml"/><title>Sample 1 - Blog #six sigma</title><description>Sample 1 - Blog #six sigma</description><link>https://lololol.zohosites.com/thoughts/tag/six-sigma</link><lastBuildDate>Thu, 08 Aug 2024 20:27:41 -0700</lastBuildDate><generator>http://zoho.com/sites/</generator><item><title><![CDATA[How to Measure Success for Business Operational Processes]]></title><link>https://lololol.zohosites.com/thoughts/post/How-to-Measure-Success-for-Business-Operational-Processes</link><description><![CDATA[ Linking KPIs to Operational Processes to Ensure Business Optimization Measuring success for business operational processes requires the use of key p ]]></description><content:encoded><![CDATA[<div class="zpcontent-container blogpost-container "><div data-element-id="elm_xKxUXYj5SSGxQ7_Tcna-yA" data-element-type="section" class="zpsection "><style type="text/css"></style><div class="zpcontainer"><div data-element-id="elm_zbu6cL5ETS-gWM4dMlRonw" data-element-type="row" class="zprow zpalign-items- zpjustify-content- "><style type="text/css"></style><div data-element-id="elm_M59PX_aDRvubtqmCnX2GCA" data-element-type="column" class="zpelem-col zpcol-12 zpcol-md-12 zpcol-sm-12 zpalign-self- "><style type="text/css"></style><div data-element-id="elm_OXITUgQQSZKOSVka-_rTug" data-element-type="text" class="zpelement zpelem-text "><style></style><div class="zptext zptext-align-center " data-editor="true"><div><div><div><div><div><div><div><style> .zpelem-heading { } </style><h2><div style="color:inherit;"><div> Linking KPIs to Operational Processes to Ensure Business Optimization </div>
</div></h2></div><div><style> .zpelem-text { } </style><div><div><p style="color:inherit;text-align:left;"><span style="font-family:lora, serif;">Measuring success for business operational processes requires the use of key performance indicators (KPIs). KPIs are metrics used to measure performance against predetermined goals and objectives. <br><br></span></p><p style="color:inherit;text-align:left;"><span style="font-family:lora, serif;">They are typically used to measure efficiency, effectiveness, and progress towards certain goals. <br><br></span></p><p style="color:inherit;text-align:left;"><span style="font-family:lora, serif;">When choosing KPIs, it’s important to consider the type of business process and the desired outcomes. </span></p><p style="color:inherit;text-align:left;margin-left:18pt;"><span style="font-family:lora, serif;">For example, an online retailer might use KPIs such as cost per order, customer satisfaction score, or average order value. </span></p><p style="color:inherit;text-align:left;margin-left:18pt;"><span style="font-family:lora, serif;">A manufacturing company, on the other hand, might use KPIs such as on-time delivery rate, production yield, or quality control. <br><br></span></p><p style="color:inherit;text-align:left;"><span style="font-family:lora, serif;">Regardless of the type of business process, it’s important to measure success with KPIs that are meaningful, actionable, and measurable. <br><br></span></p><p style="color:inherit;text-align:left;"><span style="font-family:lora, serif;">By tracking the right KPIs, businesses can identify areas for improvement and ensure that their operational processes are headed in the right direction.<br><br></span></p><ol start="1"><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Six sigma level</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">Organizations strive for continual improvement and efficiency in their operations. Six Sigma is a management strategy that seeks to achieve these goals by identifying and eliminating root causes of errors and defects. Six Sigma level represents near-perfection in an organization's operations.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are many benefits to achieving Six Sigma level, including increased customer satisfaction and loyalty, improved profitability, and reduced waste. However, achieving Six Sigma level is not easy. It requires a commitment from senior management, as well as a comprehensive understanding of the Six Sigma methodology.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">In order to achieve Six Sigma level, organizations must first identify the root causes of errors and defects. Once these root causes have been identified, they can be eliminated through process improvement initiatives. Process improvement initiatives may include process redesign, process improvement teams, process mapping, process audits, and process control plans.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">Achieving Six Sigma level requires a commitment from senior management, as well as a comprehensive understanding of the Six Sigma methodology. In addition, organizations must be willing to invest in process improvement initiatives. However, the benefits of reaching Six Sigma level are numerous and well worth the effort.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Capacity Utilisation Rate (CUR)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">CUR is a business term that refers to the percentage of manufacturing capacity that is being used. A low CUR can indicate that a company is not optimising its resources, which can lead to decreased profitability.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">When capacity utilization rates are low, it often means that a company is not selling as much as it could be. This can be for a number of reasons, including an overabundance of stock, ineffective marketing, or seasonal slowdown. Low capacity utilization can also be a sign that a company is not operating at full efficiency, which can lead to higher production costs and decreased profitability.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">There are a number of ways to increase capacity utilization rates, such as increasing production, reducing downtime, and improving asset utilization. By increasing capacity utilization, companies can improve their bottom line and better utilize their resources.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Process Waste Level</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">Process waste is a term used to describe any wasted effort or resources within a process. It can include anything from incorrect or outdated information to items that are simply not needed.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Process waste can lead to a number of problems, such as decreased efficiency, increased costs, and errors. In order to eliminate process waste, companies need to first identify the root causes of waste within their processes. Once these root causes have been identified, they can be eliminated through process improvement initiatives.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">Process improvement initiatives may include process redesign, process improvement teams, process mapping, process audits, and process control plans. By eliminating process waste, companies can improve their bottom line and better utilize their resources.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Order Fulfilment Cycle Time (OFCT)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">What is Order fulfilment cycle time (OFCT)?</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The order fulfilment cycle time (OFCT) is the total time that is taken to complete an order, from the moment the customer places the order to the moment they receive the goods.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are a number of factors that can affect the OFCT, such as the number of products in the order, the location of the customer, the shipping method, and the time it takes to pick and pack the order.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are a number of ways to improve the OFCT, such as streamlining the ordering process, reducing the number of steps in the fulfillment cycle, and using technology to automate repetitive tasks.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">In order to reduce the OFCT, it is important to first understand the current cycle time and then identify where improvements can be made.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">One way to improve the accuracy of cycle time measurements is to use time-lapse photography. This method involves taking a photo of an order at each stage of the fulfilment process, from the moment the customer places the order to the moment they receive the goods.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">These photos can then be used to create a visual representation of the OFCT, which can help to identify where bottlenecks occur and where improvements can be made.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Another way to improve the&nbsp;OFCT&nbsp;is to use order tracking software. This software can be used to track the progress of an order through the fulfilment process, from the moment the customer places the order to the moment they receive the goods.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">This software can help to identify where bottlenecks occur and where improvements can be made.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Delivery In Full, On Time (DIFOT) Rate</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">This measure provides a quick indication of whether an organization is consistently meeting its customer's needs by delivering what was promised, when it was promised. Achieving high DIFOT rates is essential for any organization that wants to be successful in today's competitive marketplace.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are a number of factors that can impact an organization's DIFOT rate.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">One of the most important is the quality of the products or services being delivered. If customers are not happy with what they receive, they are unlikely to come back for more. That's why it's so important to ensure that every product or service meets or exceeds customer expectations.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Another important factor is the reliability of the organization's delivery process. If there are constantly delays or errors, it will be very difficult to maintain a high DIFOT rate. That's why it's essential to have a well-designed and executed delivery process that is constantly being improved.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Finally, the attitude and behavior of the organization's employees can have a big impact on DIFOT rates. If employees are not friendly or helpful, it will reflect poorly on the organization and make it more difficult to meet customer needs.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">There are a number of other factors that can impact DIFOT rates, but</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Inventory Shrinkage Rate (ISR)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">ISR is the percentage of inventory that is lost due to theft, damage, or other reasons.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Most businesses will experience some inventory shrinkage, but there are ways to reduce the amount of shrinkage and the impact it has on your business.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are a few things you can do to reduce inventory shrinkage in your business:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">1. Improve security measures</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">2. Increase inventory audits</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">3. Implement shrinkage prevention programs</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">4. Educate employees on shrinkage</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">5. Improve supply chain management</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Security measures are one of the most important ways to reduce inventory shrinkage. By improving security, you can deter potential thieves and make it more difficult for them to steal your inventory.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Increasing inventory audits can also help prevent shrinkage by identifying issues early on.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Implementing shrinkage prevention programs can also be effective in reducing shrinkage.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">These programs typically involve creating procedures and policies to prevent shrinkage, such as not allowing employees to take inventory home with them. Educating employees on shrinkage can also help prevent it. employees should be aware of the impact shrinkage has on the business and the procedures in place to prevent it.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Improving supply chain management can also help reduce inventory shrinkage.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">By improving the tracking and management of inventory, businesses can ensure that inventory levels are accurate and that inventory is not lost or stolen.&nbsp;&nbsp;</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Project Schedule Variance (PSV)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">PSV is the difference between the planned start or finish date of a project and the actual start or finish date. PSV can be used to measure the performance of a project.</span></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">PSV can be a useful tool for measuring the performance of a project, but it is not the only tool. Other tools, such as earned value management (EVM), can also be used to measure project performance.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Project Cost Variance (PCV)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">As anyone who has ever managed a project knows, there are a million and one things that can go wrong. And, as with most things in life, things that can go wrong usually do. This is why project cost variance (PCV) is such an important concept in project management.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">PCV is the difference between the actual cost of a project and the estimated cost of a project. This difference can be due to a variety of factors, including contractor error, unforeseen circumstances, or scope creep.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Scope creep, in particular, is a major problem when it comes to project cost overruns. Scope creep is the tendency for the scope of a project to gradually increase over time. This is often due to the fact that, as a project progresses, new ideas and insights come to light. The problem with scope creep is that it can quickly lead to a situation where the project is no longer feasible.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">So, how can you prevent scope creep from happening on your project?</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">There are a few things you can do:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- Keep a close eye on the project scope. Make sure that everyone involved in the project understands what the scope of the project is and that they are not adding anything that is not absolutely essential.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- Make sure that you have a clear and concise project plan. This will help to prevent scope creep because it will provide a clear&nbsp;roadmap for the project.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- Be realistic about the scope of the project. It is important to be realistic about what can be achieved in the time and budget that you have. Trying to do too much will only lead to problems down the road.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">By doing these things, you can help to prevent scope creep and keep your project on track.&nbsp;&nbsp;</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><span style="font-family:lora, serif;font-size:12pt;color:inherit;font-weight:bold;">Earned Value (EV) Metric</span></div>
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<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The Earned Value (EV) metric is a project management technique that analyzes the current status of a project to determine whether its objectives are on schedule, over or under budget. The EV technique is used to compare the planned value of work (PV) against the actual value of work completed (AC) to determine whether the project is on track, and to predict its likely completion date and final cost.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The EV metric can be a useful tool for project managers, but it is not without its critics. Some argue that the EV metric places too much emphasis on schedule and not enough on the quality of the work being done. Others argue that the EV metric is too complex and difficult to understand.</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;"><span style="color:inherit;font-family:lora, serif;font-size:12pt;">In this essay, we will explore the EV metric in more depth and examine its pros and cons.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Innovation Pipeline Strength (IPS)</span></b></div>
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<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The innovation pipeline strength (IPS) is a metric that aims to measure the health of a company's innovation pipeline. The IPS metric was developed by Dr. George T. Whitesides, a Harvard chemist, and is used by many companies in a variety of industries.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The IPS metric is based on the assumption that a company's ability to innovate is based on the strength of its innovation pipeline. The IPS metric consists of four components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of ideas in the pipeline</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of projects in the pipeline</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products in the pipeline</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of patents in the pipeline</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The IPS metric is a useful tool for companies to use to assess the health of their innovation pipeline. However, the IPS metric is not without its critics. Some argue that the IPS metric is too simplistic and does not take into account the quality of the ideas in the pipeline. Others argue that the IPS metric is not appropriate for all types of companies.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Return On Innovation Investment (ROI^2)</span></b></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The return on innovation investment (ROI^2) is a metric used to measure the financial return of an innovation project. The ROI^2 metric was developed by Dr. George T. Whitesides, a Harvard chemist, and is used by many companies in a variety of industries.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The ROI^2 metric is based on the assumption that the financial return of an innovation project can be measured by the percentage of revenue that is attributable to the innovation. The ROI^2 metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The percentage of revenue attributable to the innovation</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The percentage of profit attributable to the innovation</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The ROI^2 metric is a useful tool for companies to use to assess the financial return of an innovation project. However, the ROI^2 metric is not without its critics. Some argue that the ROI^2 metric is too simplistic and does not take into account the long-term financial benefits of an innovation. Others argue that the ROI^2 metric is not appropriate for all types of companies.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><span style="font-family:lora, serif;font-size:12pt;color:inherit;font-weight:bold;">Time to Market (TTM)</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The time to market (TTM) is a metric used to measure the speed at which a product or service is brought to market. The TTM metric is used by many companies in a variety of industries.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The TTM metric is based on the assumption that the speed at which a product or service is brought to market is a key factor in its success. The TTM metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The time it takes to develop the product or service</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The time it takes to launch the product or service</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;"><span style="color:inherit;font-family:lora, serif;font-size:12pt;">The TTM metric is a useful tool for companies to use to assess the speed at which a product or service is brought to market. However, the TTM metric is not without its critics. Some argue that the TTM metric is too simplistic and does not take into account the quality of the product or service. Others argue that the TTM metric is not appropriate for all types of companies.&nbsp;&nbsp;</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">First Pass Yield (FPY)</span></b></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The first pass yield (FPY) is a metric used to measure the percentage of products or services that meet customer requirements the first time they are produced. The FPY metric is used by many companies in a variety of industries.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The FPY metric is based on the assumption that the percentage of products or services that meet customer requirements the first time they are produced is a key factor in the success of a company. The FPY metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that do not meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The FPY metric is a useful tool for companies to use to assess the percentage of products or services that meet customer requirements the first time they are produced. However, the FPY metric is not without its critics. Some argue that the FPY metric is too simplistic and does not take into account the quality of the products or services. Others argue that the FPY metric is not appropriate for all types of companies.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><span style="font-family:lora, serif;font-size:12pt;color:inherit;font-weight:bold;">Rework Level</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The rework level is a metric used to measure the percentage of products or services that must be reworked in order to meet customer requirements. The rework level is used by many companies in a variety of industries.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The rework level is based on the assumption that the percentage of products or services that must be reworked is a key factor in the success of a company. The rework level metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that must be reworked</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that do not need to be reworked</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;"><span style="color:inherit;font-family:lora, serif;font-size:12pt;">The rework level is a useful tool for companies to use to assess the percentage of products or services that must be reworked in order to meet customer requirements. However, the rework level is not without its critics. Some argue that the rework level is too simplistic and does not take into account the quality of the products or services. Others argue that the rework level is not appropriate for all types of companies.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Quality Index</span></b></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The quality index is a metric used to measure the quality of products or services. The quality index is used by many companies in a variety of industries.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The quality index is based on the assumption that the quality of products or services is a key factor in the success of a company. The quality index metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that do not meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The quality index is a useful tool for companies to use to assess the quality of products or services. However, the quality index is not without its critics. Some argue that the quality index is too simplistic and does not take into account the quality of the products or services. Others argue that the quality index is not appropriate for all types of companies.&nbsp;&nbsp;</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><b style="font-family:lora, serif;color:inherit;"><span style="font-size:12pt;">Overall Equipment Effectiveness (OEE)</span></b></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">Overall equipment effectiveness (OEE) is a metric used to measure the efficiency of manufacturing equipment. OEE is used by many companies in a variety of industries.</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div><span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">OEE is based on the assumption that the efficiency of manufacturing equipment is a key factor in the success of a company. The OEE metric consists of three components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that do not meet customer requirements</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that are produced</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;color:inherit;font-family:lora, serif;font-size:12pt;"><span style="color:inherit;font-size:12pt;">The OEE is a useful tool for companies to use to assess the efficiency of manufacturing equipment. However, the OEE is not without its critics. Some argue that the OEE is too simplistic and does not take into account the quality of the products or services. Others argue that the OEE is not appropriate for all types of companies.</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><span style="font-family:lora, serif;font-size:12pt;color:inherit;font-weight:bold;">Process or Machine Downtime Level</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">Process or machine downtime level is a metric used to measure the percentage of time that a manufacturing process or machine is not in operation. The downtime level is used by many companies in a variety of industries.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">The downtime level is based on the assumption that the percentage of time that a manufacturing process or machine is not in operation is a key factor in the success of a company. The downtime level metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that are produced</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of products or services that are not produced</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;"><span style="color:inherit;font-family:lora, serif;font-size:12pt;">The downtime level is a useful tool for companies to use to assess the percentage of time that a manufacturing process or machine is not in operation. However, the downtime level is not without its critics. Some argue that the downtime level is too simplistic and does not take into account the quality of the products or services. Others argue that the downtime level is not appropriate for all types of companies.&nbsp;&nbsp;</span></div></li><li style="margin-bottom:12pt;"><div style="text-align:left;color:inherit;"><span style="font-family:lora, serif;font-size:12pt;color:inherit;font-weight:bold;">First Contact Resolution (FCR)</span></div>
<div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">First contact resolution (FCR) is a metric used to measure the percentage of customer inquiries that are resolved on the first contact. The FCR is used by many companies in a variety of industries.</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">FCR is based on the assumption that the percentage of customer inquiries that are resolved on the first contact is a key factor in the success of a company. The FCR metric consists of two components:</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of customer inquiries that are resolved on the first contact</span></div></span><div style="text-align:left;"><br></div>
<span style="color:inherit;font-family:lora, serif;font-size:12pt;"><div style="text-align:left;"><span style="color:inherit;font-size:12pt;">- The number of customer inquiries that are not resolved on the first contact</span></div></span><div style="text-align:left;"><br></div>
<div style="text-align:left;"><span style="color:inherit;font-family:lora, serif;font-size:12pt;">The FCR is a useful tool for companies to use to assess the percentage of customer inquiries that are resolved on the first contact. However, the FCR is not without its critics. Some argue that the FCR is too simplistic and does not take into account the quality of the customer service. Others argue that the FCR is not appropriate for all types of companies.</span></div></li></ol><div style="text-align:left;"><span style="font-family:lora, serif;"><br></span></div>
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