Know about AI generated T-shirt designs

1. Printing Redefined: Innovate. Print. Expand Know about AI/ML in Printing Industry Honestly, artificial intelligence and machine learning still seem a little fancy. Unless one is straight out of Silicon Valley, it may not be easy to understand these technologies’ nature and complexity thoroughly. However, there is no denying that AI/ML adoption is growing faster than ever. We have seen AI deployed across a broad spectrum of use cases to solve business problems. Yes, not every business has adopted AI/ML. But it appears that we are shifting from the early adopter phase and moving into the early majority phase. Did you know the spending on AI technologies is likely to grow to $97.9 billion in 2023? This is more than two and a half times the spending level of 2019. If we talk about the impact of AI/ML on the printing industry, businesses have started improving their services with AI-powered solutions. From digital automation to improved security, AI/ML is revolutionizing the print industry. AI/ML in the printing industry is not far away. Instead, it is already paving the way for greater opportunities and growth. Continue reading to know more about the use cases of AI/ML in the printing sector. 1. Print Automation for Faster and Better Service Automation is important for any business, and print is no different. But still, some businesses manually carry out tasks like data entry, quality assurance, data migration, and more. You can automate all these tasks and thus reduce the quality, cost, and speed of a print project’s process. 1 https://www.printxpand.com/

2. Printing Redefined: Innovate. Print. Expand For print businesses trying to take advantage of printing automation, RPA comes to play. Robotic Process Automation is a software technology used to automate mundane business processes. Using RPA, software users can create software robots or bots that learn, mimic, and execute rule-based business processes. While RPA is efficient, it cannot self-learn. It can do only when a programmer tells it what to do. AI, on the other hand, can teach itself. So, when you combine RPA and AI, it can be powerful. Here’s how it works – RPA deals with structured data. AI gathers insights from unstructured and semi-structured data and converts data into a structured form for RPA to understand. This combination of AI and RPA can help perform various manual tasks, including order processing, printing, assessment, etc. Automation is a must for printing businesses that want to be future-ready. If you want to automate your web-to-print storefront, a print MIS/ERP can make for an excellent solution for your business. It enables you to streamline you to optimize your print workflow. PrintXpand offers a complete print MIS/ERP software solution that enables print businesses like yours to maintain a glitch-free print production cycle. Our software offers a powerful combo of different modules that you need to automate your business operations. It includes modules like inventory management, print job manager, order manager, and more. Click the link below to know more about how a print MIS/ERP can be beneficial to your business. 2. Improved Security With AI/ML The rise in cybercrime shows no signs of slowing down. The amount of business lost because of cyber-attacks averaged 1.52 million dollars, a report by IBM states. The printing industry can not overlook cybersecurity because of two reasons ● Variable Data Printing and Direct Mail Marketing. Both harness computer databases and digital devices which are vulnerable to data threats. 2 https://www.printxpand.com/

3. Printing Redefined: Innovate. Print. Expand ● Secondly, print companies deal with multiple partners for a print project. This decreases control over the content and increases the risk of exposure. Hence, taking measures to improve security is important. One case of cyber-attack in the printing industry happened in 2017. An online security breach occurred at a PIP Printing Company that exposed 400 GB of highly sensitive data. The data included credit card information, social security numbers, legal filings, and more. Guarding against such breaches is crucial for printing businesses, and AI/ML is a great help. As print businesses deal with a vast amount of customer data on their print store, knowing the source of malware becomes difficult. AI can monitor data and give quick responses to any threat that it detects. Moreover, using data cleansing techniques and continuously auditing data protection techniques, AI can safeguard your company and clients. Summing up: with cyberattacks increasing at an exponential rate, you need to keep your printing business safe from potential threats. Deployment of AI technology with machine learning can provide network analysis and real-time threat detection. 3. Predictive Maintenance to Reduce Unplanned Downtimes The goal of predictive maintenance is to monitor the performance and condition of equipment and reduce the likelihood of failures. Predictive maintenance uses condition-monitoring techniques to track the performance of assets, detect defects, and fix them. Print businesses are using predictive maintenance to increase efficiency. For instance, printing equipment has integrated sensors that gather and scan data for any defects. However, the biggest challenge is that print sensors can only foresee bugs and not regulate the data that a printing device generates. 3 https://www.printxpand.com/

4. Printing Redefined: Innovate. Print. Expand AI/ML can add more power to predictive maintenance by adding multiple data types (audio, video, or images) on top of existing sensor data. For example, by adding audio data, sensors will pick up sound and vibration using deep learning ML methods. That will help in predicting if print equipment will fail soon or not. 4. Enabling Personalization in the Printing Industry There is another area where AI holds tremendous value. And that is improving customer service by delivering tailored experiences. The approaches of AI and machine learning involve gaining insights from data to predict what the customers want. This could be knowing what content they would like to see or what products they would be most interested in. Following are some ways how AI-based personalization can be beneficial: ● AI-powered chatbots that deliver a customized conversation flow to meet the needs of individual visitors. ● AI-powered search engines can be valuable in offering more accurate and personalized results. ● Sending personalized mobile notifications to improve engagement. In any industry, including printing, personalization is the key to remain on top and win your customers. If you are looking for ways to deliver a more tailored experience to your customers and level up your game, you can consider having web to print software on your online store. With web-to-print software, your customers can create customized and print-ready designs. Our responsive and user-friendly tool comes with a library of images, text, clipart, and ready-made templates that make customization easy for your customers. 4 https://www.printxpand.com/

5. Printing Redefined: Innovate. Print. Expand 5. AI to Reduce Printing Errors and Improve Quality Let’s assume that you have a t-shirt printing business and you want to print 5000 copies. Now there is a problem with your printing software. There could be issues in image quality, ink supply, number of copies, etc. With AI, you can rest assured that the glitch won’t cause too much trouble. AI can give real-time alerts to identify problems before they occur. AI can even help in improving the quality of print orders. For instance, Printful uses machine learning for detecting customer-uploaded image transparency. The company offers a smart image tool to its customer base. With this tool, customers can fix their images before moving forward to fulfillment. A Printful employee can manually check up to 10,000 files per month, whereas an ML tool can process the same number of files in 2 to 4.5 minutes. 6. AI-generated Designs (T-shirts) Other than personalization, data security, automation, etc., AI’s latest job is designing t-shirts. Cross & Freckle is a New-York based fashion brand. Their t-shirts come in black or white and have designs embroidered that reflect New York City life: pigeons, dollar pizza slices, subway rats. The variational autoencoder is trained on data from Google Creative Lab’s game Quick, Draw. Quick Draw has a collection of over a million doodles from people around the world. Quick Draw works like a Pictionary, where you draw an object, and the computer guesses what it is. Paul Blankley, who handles the company’s technical side, created the autoencoder and fed it doodles of pigeons, pizza, etc., from Google’s data set, and voila! Another example of AI-generated images on a t-shirt is a result of the StyleGan neural network. The network learned to create modern masterpieces after looking at more than 40,000 images on WikiArt. Russian data scientist Evgeny Kashin is the person behind the StyleGan neural network. Later, he printed one of the 5 https://www.printxpand.com/

6. Printing Redefined: Innovate. Print. Expand AI-generated images on a t-shirt. Generative AI, which is a subset of AI, is being used by companies like Fabfabai, Cohesive, Saxior, and CPUmade to make t-shirt designs. Today, big players in creative & e-commerce niches are leveraging generative AI development services to integrate AI into their platforms or start a new POD business. AI's Transformation of the Printing Industry The printing industry has undergone a remarkable transformation with the integration of Artificial Intelligence (AI) technologies. In this discussion, we will delve into the before-and-after comparison of how AI has revolutionized the printing industry. Before AI: Limited Customization: Print businesses offered limited customization options to customers. Personalizing prints beyond basic details was complex and often required substantial manual effort. Static Templates: Predominantly, print products were confined to static templates, restricting creative freedom and limiting design choices for customers. Manual Proofing: The proofing process heavily relied on manual checks, leading to occasional errors, revisions, and slower turnaround times. Inefficient Workflows: Printing workflows were labor-intensive, with tasks like color correction, image optimization, and print preparation handled manually, causing bottlenecks and potential inconsistencies. Lack of Data Insights: Printers had limited access to data-driven insights about customer preferences and market trends, hindering their ability to tailor offerings effectively. 6 https://www.printxpand.com/

7. Printing Redefined: Innovate. Print. Expand After AI: Dynamic Customization: AI has empowered print businesses to offer dynamic and easy-to-use customization tools. Customers can now create highly personalized prints effortlessly. Flexible Templates: Web-to-print solutions, along with AI, enable the generation of dynamic templates based on user input, expanding design possibilities and simplifying the creative process. Automated Proofing: AI-driven preflight checks and automated proofing ensure error-free designs, reducing manual intervention and accelerating production schedules. Streamlined Workflows: Most of the tasks, from color correction to print layout, can now be optimized, reducing reliance on manual labor and ensuring consistent, high-quality results. Data-Driven Insights: With the help of AI, print businesses can now analyze customer behavior and preferences, providing actionable insights that enable businesses to tailor their offerings, pricing, and marketing strategies more effectively. Cost Efficiency: The automation of labor-intensive tasks and waste reduction have made it possible for print businesses to increase their efficiency at a lower cost, leading to improved profitability. Concluding Remarks AI in the printing industry is already here. These use cases are proof that AI/ML is changing the way print businesses operate. Artificial intelligence has the potential to open new revenue streams by improving the effectiveness of printing businesses. Business owners have started preparing their business for the future by investing in the right technical tools like web to print software to enable product customization in their stores, a print management system to streamline printing processes, etc. 7 https://www.printxpand.com/

8. Printing Redefined: Innovate. Print. Expand PrintXpand can be a reliable partner to fulfill all your technology needs. We have more than 14 years of experience in this space and the right resources and team to help flourish your business. Whether you want to automate your business, provide a product designer tool to your customers, or even planning to start a web-to-print storefront, we are here to answer all your queries. Source: https://www.printxpand.com/blog/impact-artificial-intelligence-in-printing-industry/ 8 https://www.printxpand.com/