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The document discusses the key attributes of mass customization. It lists the attributes as instantaneousness, costless, seamless, and frictionless. It then provides details about each attribute, describing how processes must be linked quickly with little added cost. Linkages should be invisible to customers to avoid impacting customer service. Networks of modules must also form with little overhead and allow for instant communication. An example is provided of how clothing company Duray used computer-assisted design and forecasting to mass produce slightly customized clothes for groups of customers in a manufacturing revolution.
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As we advance further into the digital age, artificial intelligence (AI) continues to evolve, shaping various industries and aspects of our daily lives. The advancements in AI for 2024 promise significant transformations across multiple sectors. From agentic AI and open-source AI to AI-powered cybersecurity and sustainability, these trends highlight the growing influence of AI on our world. By staying informed and embracing these trends, businesses and individuals can harness the power of AI to innovate and thrive.
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Trend 1: Agentic AI
Overview of Agentic AI
Agentic AI represents a fundamental shift in artificial intelligence. These AI systems are designed to comprehend complex workflows and pursue difficult objectives autonomously, with minimal human assistance. Essentially, agentic AI functions similarly to human employees, understanding intricate contexts and instructions in normal language, defining goals, deducing subtasks, and adapting actions to changing circumstances.
Impact of Agentic AI
Agentic AI has the potential to drastically alter organizational roles, procedures, and relationships. AI assistants with advanced thinking and planning capabilities can perform tasks previously managed by humans. This shift enhances productivity by fully automating complex processes, freeing workers from repetitive tasks to focus on more critical activities. The ability to adapt quickly to changing circumstances ensures continuous operational improvements.
Examples and Use Cases of Agentic AI
Autonomous Vehicles: Self-driving cars use agentic AI to navigate roads, interpret traffic signals, and make real-time decisions to ensure passenger safety.
Smart Home Devices: AI-powered home assistants, like smart thermostats and security systems, operate autonomously to optimize energy usage and enhance security.
Customer Service Bots: Advanced chatbots handle complex customer queries, provide solutions, and escalate issues to human agents when necessary.
Trend 2: Open Source AI
Overview of Open Source AI
Open-source AI involves freely available source code, encouraging developers to collaborate, use, adapt, and share AI technology. This openness fosters innovation and speeds up the development of practical AI solutions across various sectors, including healthcare, finance, and education.
Impact of Open Source AI
The collaborative nature of open-source AI promotes transparency and facilitates continuous improvement, leading to feature-rich, reliable, and modular solutions. These platforms enable the creation of applications such as real-time fraud detection, medical image analysis, personalized recommendations, and customized learning experiences.
Examples and Use Cases of Open Source AI
TensorFlow: An open-source machine learning framework by Google, widely used for building and deploying AI models.
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一比一原版澳洲悉尼大学毕业证（USYD学位证）如何办理
原件一模一样【微信：WP101A】【澳洲悉尼大学毕业证（USYD学位证）成绩单】【微信：WP101A】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：WP101A】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：WP101A】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：WP101A】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理澳洲悉尼大学毕业证（USYD学位证）学位证【微信：WP101A 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理澳洲悉尼大学毕业证（USYD学位证）学位证【微信：WP101A 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理澳洲悉尼大学毕业证（USYD学位证）学位证【微信：WP101A 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理澳洲悉尼大学毕业证（USYD学位证）学位证【微信：WP101A 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
一比一原版美国加利福尼亚大学旧金山分校毕业证如何办理
原版一模一样【微信：741003700 】【美国加利福尼亚大学旧金山分校毕业证成绩单】【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
办理美国加利福尼亚大学旧金山分校毕业证【微信：741003700 】外观非常简单，由纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理美国加利福尼亚大学旧金山分校毕业证【微信：741003700 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理美国加利福尼亚大学旧金山分校毕业证【微信：741003700 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理美国加利福尼亚大学旧金山分校毕业证【微信：741003700 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
BEST DIGITAL MARKETING AGENCY IN BANGALORE
Masira Digital Marketing Agency, Bangalore offers the most advanced digital marketing services to help businesses grow. For more details, visit: https://masiradm.com/
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一比一原版英国南安普顿大学毕业证（Soton学位证）如何办理
原件一模一样【微信：WP101A】【英国南安普顿大学毕业证（Soton学位证）学位证）成绩单】【微信：WP101A】（留信学历认证永久存档查询）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信：WP101A】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信：WP101A】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份【微信：WP101A】
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
→ 【关于价格问题（保证一手价格）
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：可来公司面谈，可签订合同，会陪同客户一起到教育部认证窗口递交认证材料，客户在教育部官方认证查询网站查询到认证通过结果后付款，不成功不收费！
办理英国南安普顿大学毕业证（Soton学位证）学位证）学位证【微信：WP101A 】外观非常精致，由特殊纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理英国南安普顿大学毕业证（Soton学位证）学位证）学位证【微信：WP101A 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理英国南安普顿大学毕业证（Soton学位证）学位证）学位证【微信：WP101A 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理英国南安普顿大学毕业证（Soton学位证）学位证）学位证【微信：WP101A 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
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SHEIN’s business model:
1. D2C cross-border ecommerce: SHEIN integrate the manufactures from Guanzhou to make clothes and deliver direct to customers.
2. Digital marketing: Data driven online marketing for user acquisition.
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#Assemble #Integrity #Transformation #Initiative
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- 1. Department of production engineering 1 PSG COLLEGE OF TECHNOLOGY B.E. PRODUCTION ENGINEERING DEPARTMENT 19P012 - SUPPLY CHAIN MANAGEMENT PRESENTATION BY, VIJAY VIGNESH S (20P220), IIIrd year, 6th Semester. Topic : MASS CUSTOMIZATION
- 2. Mass customization KEY ATTRIBUTES THAT COMPANIES IN MASS CUSTOMISATION: 1.Instantaneousness. 2.costless 3.Seamless. 4.Frictionless. Department of production engineering 2
- 3. Mass customization 1.Instantaneousness: Modules and processes must be linked together very quickly. This allows rapid response to various customer demands. 2. Costless: The linkages must add little if any cost to the processes. This attribute allows mass customization to be a low-cost alternative. 3.Seamless: The linkages and individual modules should be invisible to the customer, so customer service doesn't suffer. 4.Frictionless: Networks or collections modules must be formed with little overhead. Communication must work instantly, without taking time for the team building which is necessary in so many other types of environments. 3 Department of production engineering
- 4. Mass customization - Example Mass customisation in clothing industry: ❖ Company name : Duray. 1. They focused on using computer-assisted design 2. They forecasted the process involving individual consumers or group of customers ➢ Manufacturing Revolution • Mass production of slightly customized clothes for a group of customers. Department of production engineering 4 Article reference - https://scm.ncsu.edu/scm-articles/article/nike-learns-to-mass-customize-shoes-while-near-shoring