<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:wfw="http://wellformedweb.org/CommentAPI/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:sy="http://purl.org/rss/1.0/modules/syndication/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" > <channel> <title>Nelia Holovina, Author at 42FLOWS.TECH</title> <atom:link href="https://42flows.tech/author/nelia-holovinachatbotsstudio-com/feed/" rel="self" type="application/rss+xml" /> <link></link> <description>MAKING DIGITALIZATION HAPPEN</description> <lastBuildDate>Wed, 20 Aug 2025 14:44:50 +0000</lastBuildDate> <language>en-US</language> <sy:updatePeriod> hourly </sy:updatePeriod> <sy:updateFrequency> 1 </sy:updateFrequency> <generator>https://wordpress.org/?v=6.9.4</generator> <item> <title>Beyond AI Hype: How AI for Sales Automation Solved Our Sales Challenges</title> <link>https://42flows.tech/blog/beyond-ai-hype-how-ai-for-sales-automation-solved-our-sales-challenges/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Fri, 06 Dec 2024 11:46:54 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5598</guid> <description><![CDATA[<p>A year ago, our sales team faced challenges that seemed impossible to overcome. Junior lead generators barely managed to create 3-4 proposals per day, while our developers spent countless hours validating them. At this pace, building a stable client pipeline was out of reach. When OpenAI introduced custom bot creation, we saw an opportunity to […]</p> <p>The post <a href="https://42flows.tech/blog/beyond-ai-hype-how-ai-for-sales-automation-solved-our-sales-challenges/">Beyond AI Hype: How AI for Sales Automation Solved Our Sales Challenges</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">A year ago, our sales team faced challenges that seemed impossible to overcome. Junior lead generators barely managed to create 3-4 proposals per day, while our developers spent countless hours validating them. At this pace, building a stable client pipeline was out of reach.</span></p> <p><span style="font-weight: 400;">When OpenAI introduced custom bot creation, we saw an opportunity to use AI for sales automation to address these inefficiencies. The implementation took just three days, but the results were extraordinary. Our lead generator, who previously struggled with a few bids per day, started submitting 6-8 high-quality proposals on a part-time basis.</span></p> <p><span style="font-weight: 400;">However, the true breakthrough was not just in the numbers but in the insights we gained about our sales processes.</span></p> <h3><strong>Diagnosing the Problem: Why Sales Processes Needed Automation</strong></h3> <p><span style="font-weight: 400;">At </span><a href="https://42flows.tech/" target="_blank" rel="noopener"><span style="font-weight: 400;">42flows.tech</span></a><span style="font-weight: 400;">, our sales process had three major inefficiencies:</span></p> <ul> <li aria-level="1"><b>Eternal Approval Syndrome</b><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;"> Junior sales team members constantly needed validation from senior managers or developers, which slowed down decision-making.</span></li> <li aria-level="1"><b>Production Perfectionism</b><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;"> Our technical team prioritized detailed analysis, causing delays in responding to clients. In sales, speed often beats perfection.</span><span style="font-weight: 400;"><br /> </span></li> </ul> <ul> <li aria-level="1"><b>Scattered Knowledge</b><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;"> Personalized proposals required extensive knowledge of past projects, but this information was disorganized and hard to access.</span><span style="font-weight: 400;"><br /> </span></li> </ul> <h3><strong>How AI for Sales Automation Delivered Results</strong></h3> <p><span style="font-weight: 400;">By leveraging AI for sales automation, we not only solved these problems but also uncovered opportunities for further improvement. Here’s how:</span></p> <h4><b>1. Project Qualification Matrix</b></h4> <p><span style="font-weight: 400;">Using ChatGPT to evaluate potential clients highlighted gaps in our criteria. Teaching the bot required formalizing a Project Qualification Matrix, which included:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Budget thresholds for different project types</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Technology stacks with defined expertise levels</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Industry specializations</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Red flags to identify non-viable leads quickly</span></li> </ul> <p><span style="font-weight: 400;">This structured system reduced reliance on manual approval and streamlined decision-making.</span></p> <h4><b>2. Project Estimation Database</b></h4> <p><span style="font-weight: 400;">When ChatGPT initially missed key aspects like testing and management, we realized our internal estimation processes lacked clarity. Instead of rewriting everything, we uploaded 10 examples of successful estimates. The bot learned from these examples and started producing accurate, nuanced proposals.</span></p> <h4><b>3. Communication Framework</b></h4> <p><span style="font-weight: 400;">A key insight was that accurate estimates weren’t enough; how they were presented mattered. With my business partner, Igor Luzhanskiy, we created a communication framework for proposals:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Personalized greeting</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Introduction: Acknowledgment of client needs with a similar project example</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Main body: Work plan, timeline, and deliverables</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Questions: Numbered for clarity</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Call to Action: Invitation for a follow-up call or chat</span></li> </ul> <p><span style="font-weight: 400;">This structure ensured every proposal felt tailored, clear, and professional.</span></p> <h4><b>4. Project Knowledge Bank</b></h4> <p><span style="font-weight: 400;">To make proposals specific and credible, we built a Project Knowledge Bank from three years of Jira project data. Each entry followed this format:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Project Name</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Actual hours spent</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Start/End Dates</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Industry Domain</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Technology Stack</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Client Goals/Pains</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Results (Case Study)</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Project URL</span></li> </ul> <p><span style="font-weight: 400;">With this knowledge bank, ChatGPT-generated proposals evolved from generic to demonstrating real expertise with detailed examples.</span></p> <h3><strong>The Results Speak for Themselves</strong></h3> <p><span style="font-weight: 400;">Compare two proposals generated by ChatGPT:</span></p> <ol> <li><span style="font-weight: 400;">Without the Knowledge Bank: Generic phrases, random technical terms, and minimal value.</span></li> </ol> <p><img fetchpriority="high" decoding="async" class="alignnone size-full wp-image-5599" src="https://42flows.tech/wp-content/uploads/2024/12/c1.png" alt="AI for sales automation (Without the Knowledge Bank)" width="644" height="400" /></p> <p><span style="font-weight: 400;"> 2. With the Knowledge Bank: Detailed descriptions of technology stacks, specific examples of past experience, and clear alignment with client goals.</span></p> <p><img decoding="async" class="alignnone size-full wp-image-5602" src="https://42flows.tech/wp-content/uploads/2024/12/c2.png" alt="AI for sales automation (With the Knowledge Bank)" width="744" height="372" /></p> <p><span style="font-weight: 400;">The second proposal didn’t just highlight capabilities—it showcased real expertise, increasing trust and engagement with clients.</span></p> <h3><strong>Simple Technical Implementation</strong></h3> <p><span style="font-weight: 400;">The beauty of this solution is its simplicity:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Artifacts like qualification matrices and project examples are standard PDF files created in Google Docs.</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">The bot uses OpenAI’s web interface, requiring no complex programming or integrations.</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">The setup followed </span><a href="http://help.openai.com/en/articles/8554397-creating-a-gpt" target="_blank" rel="noopener"><span style="font-weight: 400;">OpenAI’s step-by-step instructions</span></a><span style="font-weight: 400;">, making it accessible to anyone.</span></li> </ul> <p><img decoding="async" class="alignnone size-full wp-image-5605" src="https://42flows.tech/wp-content/uploads/2024/12/c3.png" alt="Simple Technical Implementation" width="727" height="400" /></p> <p><span style="font-weight: 400;">In just six days—three for implementation and three for team adaptation—we quadrupled lead generation efficiency while transforming our sales processes into a cohesive system.</span></p> <h4><strong>Scaling AI for Sales Automation</strong></h4> <p><span style="font-weight: 400;">The next step is applying this system to tender processes. By incorporating feedback loops into proposal generation, we aim to continuously refine and improve outputs.</span></p> <h4><strong>Key Takeaways</strong></h4> <p><span style="font-weight: 400;">Using AI for sales automation taught us that unsatisfactory results aren’t a failure of the technology but an indicator of process inefficiencies. As my partner </span><a href="https://www.linkedin.com/in/igorluzhanskiy/" target="_blank" rel="noopener"><span style="font-weight: 400;">Igor Luzhanskiy</span></a><span style="font-weight: 400;"> wisely said:</span></p> <p><i><span style="font-weight: 400;">“The key to success is understanding the desired result. When you know what you want, AI becomes a multiplier, enhancing both speed and quality.”</span></i></p> <p><span style="font-weight: 400;">Want to revolutionize your sales processes with AI? Contact us at </span><b> </b><a href="mailto:success@42flows.tech" target="_blank" rel="noopener"><b>success@42flows.tech</b></a> <span style="font-weight: 400;">or fill out the form below to discuss how we can help your business achieve similar results.</span></p> <p>The post <a href="https://42flows.tech/blog/beyond-ai-hype-how-ai-for-sales-automation-solved-our-sales-challenges/">Beyond AI Hype: How AI for Sales Automation Solved Our Sales Challenges</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>42flows.tech and ConnectiveOne: A Partnership Driving Smarter Business Solutions</title> <link>https://42flows.tech/blog/42flows-tech-and-connectiveone-a-partnership-driving-smarter-business-solutions/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Wed, 04 Dec 2024 10:30:51 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5582</guid> <description><![CDATA[<p>We’re excited to announce that ConnectiveOne and 42flows.tech have joined forces to develop innovative and efficient solutions for automating communication and financial processes. This collaboration will help businesses significantly improve customer interactions while simplifying their financial operations. About ConnectiveOne ConnectiveOne, founded in 2020 and headquartered in Kyiv, Ukraine, is a leader in AI-driven chatbot solutions. […]</p> <p>The post <a href="https://42flows.tech/blog/42flows-tech-and-connectiveone-a-partnership-driving-smarter-business-solutions/">42flows.tech and ConnectiveOne: A Partnership Driving Smarter Business Solutions</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">We’re excited to announce that </span><a href="https://www.connectiveone.io/" target="_blank" rel="noopener"><span style="font-weight: 400;">ConnectiveOne </span></a><span style="font-weight: 400;">and </span><a href="https://42flows.tech/" target="_blank" rel="noopener"><span style="font-weight: 400;">42flows.tech</span></a><span style="font-weight: 400;"> have joined forces to develop innovative and efficient solutions for automating communication and financial processes. This collaboration will help businesses significantly improve customer interactions while simplifying their financial operations.</span></p> <h3><b>About ConnectiveOne</b></h3> <p><span style="font-weight: 400;">ConnectiveOne, founded in 2020 and headquartered in Kyiv, Ukraine, is a leader in AI-driven chatbot solutions. The platform serves industries such as retail, banking, and insurance, offering advanced tools like multichannel messaging, document recognition, and live-stream capabilities to streamline operations and enhance customer satisfaction.</span></p> <h3><b>Partnership That Transforms Communication and Finance</b></h3> <p><span style="font-weight: 400;">This partnership combines 42flows.tech’s deep expertise in financial technology with ConnectiveOne’s advanced AI-driven tools, creating solutions that improve efficiency, reduce costs, and enhance customer experiences. Together, the companies are setting a new standard for scalable, automated business processes.</span></p> <h3><b>How This Partnership Benefits Businesses</b></h3> <ul> <li style="font-weight: 400;" aria-level="1"><b>Streamlined Automation for Greater Efficiency</b><b><br /> </b><span style="font-weight: 400;">Businesses can automate key functions like customer communication and financial workflows, freeing up resources while ensuring high-quality service.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Tailored, Real-Time Customer Support</b><b><br /> </b><span style="font-weight: 400;">With AI technologies, companies can provide fast, personalized responses, improving client satisfaction and loyalty.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Secure and Seamless Financial Operations</b><b><br /> </b><span style="font-weight: 400;">Automated verification and consultation processes ensure quicker and safer services for financial institutions and their clients.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Flexible Solutions for Growth</b><b><br /> </b><span style="font-weight: 400;">Whether you’re a small business or a large enterprise, the partnership offers tools that adapt to your needs, helping you scale efficiently.</span></li> </ul> <h4><b>Unlock New Possibilities with 42flows.tech and ConnectiveOne</b></h4> <p><span style="font-weight: 400;">By working together, 42flows.tech and <a href="https://www.connectiveone.io/" target="_blank" rel="noopener">ConnectiveOne</a> are empowering businesses to modernize their workflows and enhance customer engagement. </span></p> <p><span style="font-weight: 400;">If you’re looking for innovative ways to simplify operations and improve client experiences, this partnership is here to help you succeed.</span></p> <p>The post <a href="https://42flows.tech/blog/42flows-tech-and-connectiveone-a-partnership-driving-smarter-business-solutions/">42flows.tech and ConnectiveOne: A Partnership Driving Smarter Business Solutions</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Automation of Product Classification Using AI</title> <link>https://42flows.tech/blog/automation-of-product-classification-using-ai/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Thu, 24 Oct 2024 14:43:44 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5559</guid> <description><![CDATA[<p>The automation of product classification is a key aspect for international logistics companies. Accurately determining product categories, which are essential for customs clearance of goods, requires significant precision and knowledge. The application of artificial intelligence, such as GPT-4, in combination with the Meilisearch database, significantly optimizes this process. Automating product classification not only reduces costs […]</p> <p>The post <a href="https://42flows.tech/blog/automation-of-product-classification-using-ai/">Automation of Product Classification Using AI</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">The automation of product classification is a key aspect for international logistics companies. Accurately determining product categories, which are essential for customs clearance of goods, requires significant precision and knowledge. The application of artificial intelligence, such as GPT-4, in combination with the Meilisearch database, significantly optimizes this process. Automating product classification not only reduces costs but also increases processing speed.</span></p> <h2><b>Challenges in Product Classification</b></h2> <p><span style="font-weight: 400;">The process of determining the correct product category has always been a challenge for international companies. The category serves as a unique identifier for classifying goods that cross customs borders. An incorrect classification can lead to delays, fines, or even denial of delivery.</span></p> <p><span style="font-weight: 400;">The traditional process involved manual entry of categories, which was time-consuming and prone to errors due to human factors. The challenge was to create a system that could ensure accuracy, speed, and scalability simultaneously.</span></p> <h3><b>First Attempt at Automation with GPT-4o</b></h3> <p><span style="font-weight: 400;">Initially, our approach involved using the GPT-4o assistant API with a database of categories and product names. GPT-4o demonstrated high accuracy in determining product categories, but this approach was costly due to the large number of tokens required for processing each request.</span></p> <p><span style="font-weight: 400;">For example, determining the category for a product like a “cat’s bed” could cost 3-5 cents per request, with each request consuming between 17,000 and 25,000 tokens. Such costs quickly became unfeasible for scalable solutions, especially with a large number of products.</span></p> <h3><b>Second Attempt at Automation with Direct Query to GPT-4o</b></h3> <p><span style="font-weight: 400;">In our second attempt, we decided to test a direct query to the GPT-4o API. This approach involved providing the product name along with scanning a photograph for more accurate identification. However, the results were disappointing. The accuracy of category determination fluctuated between 15-20%.</span></p> <p><span style="font-weight: 400;">One of the main issues with this method was the discrepancy between the obtained values and the delivery database. Additionally, the system occasionally generated non-existent categories—a phenomenon known as “hallucination.” This meant that, despite the speed of obtaining results, accuracy remained in question, ultimately limiting the practical application of this approach.</span></p> <h3><b>Third Attempt at Automation with Meilisearch + GPT-4o by Product Subcategory</b></h3> <p><span style="font-weight: 400;">In the third attempt, we decided to combine Meilisearch with GPT-4o by utilizing the product subcategory. This approach involved GPT-4o first determining the subcategory, after which Meilisearch performed a search for relevant category options.</span></p> <p><span style="font-weight: 400;">Although this method improved accuracy to 55-60%, it still faced some challenges. The results did not always logically correspond to the queries, often relying on name and keyword matches from the knowledge base. This led to situations where the system suggested categories that made no sense in the context of specific products, highlighting the need to refine the algorithm for achieving higher accuracy.</span></p> <h2><b>The Final Solution: Combined Approach of GPT-4o and Meilisearch</b></h2> <p><span style="font-weight: 400;">To address the issue of high costs, we implemented a combined approach. The combination of </span><a href="https://openai.com/index/hello-gpt-4o/" target="_blank" rel="noopener"><span style="font-weight: 400;">GPT-4o</span></a><span style="font-weight: 400;"> for preliminary product classification and </span><a href="https://www.meilisearch.com" target="_blank" rel="noopener"><span style="font-weight: 400;">Meilisearch</span></a><span style="font-weight: 400;">, which uses vector search to identify potential categories, allowed us to reduce the cost of queries to less than 1 cent.</span></p> <ol> <li><span style="font-weight: 400;"> GPT-4o classifies the product based on its description and category.</span></li> <li><span style="font-weight: 400;"> Meilisearch searches for corresponding categories in the database.</span></li> <li><span style="font-weight: 400;"> GPT-4o selects the most accurate option from the found categories.</span></li> </ol> <p><span style="font-weight: 400;">This approach achieved an accuracy rate of over 90% with a significant reduction in costs per request, marking a key achievement in our automation system.</span></p> <p><img decoding="async" class="size-full wp-image-5560 aligncenter" src="https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng.png" alt="automation of HS code product classification" width="2550" height="1419" srcset="https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng.png 2550w, https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng-768x427.png 768w" sizes="(max-width: 2550px) 100vw, 2550px" /></p> <p style="text-align: center;"><i><span style="font-weight: 400;">The Process of Automating HS Code Search</span></i></p> <h3><b>Practical Results of Automation</b></h3> <p><span style="font-weight: 400;">The use of GPT-4o and Meilisearch has significantly improved the speed and accuracy of processing international shipments. The process of determining the product category now takes no more than 20 seconds, reducing the workload on employees and helping to avoid mistakes.</span></p> <p><span style="font-weight: 400;">For example, one of our clients now processes international shipments in 20 seconds instead of 2–90 minutes. The system automatically determines the product category, ensuring accuracy and speed without the need for manual intervention. Accuracy reaches over 90%, although there is sometimes a need for managerial intervention for editing, and a small percentage of incorrectly identified products remains.</span></p> <h2><b>Advantages of Product Classification Automation for Business</b></h2> <p><span style="font-weight: 400;">Automating product classification with artificial intelligence not only boosts productivity but also provides significant advantages for international companies:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><b>Time Savings:</b><span style="font-weight: 400;"> The automated classification process now takes only a few seconds compared to traditional methods.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Cost Reduction:</b><span style="font-weight: 400;"> The use of GPT-4 and Meilisearch allows costs to be reduced to less than 1 cent per request.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Minimization of Human Errors:</b><span style="font-weight: 400;"> Through automation, the system reduces the likelihood of errors that often occur due to human factors.</span></li> </ul> <p><span style="font-weight: 400;">The automation of product classification using GPT-4o and Meilisearch is an effective solution for international companies. By combining these technologies, companies can achieve high accuracy, reduce costs, and increase the speed of processing international orders. Implementing such solutions will help your business operate faster and more efficiently.</span></p> <p><strong>Do you want to automate the product classification process in your company and reduce costs? Contact us today! Email us at <a href="mailto:success@42flows.tech" target="_blank" rel="noopener">success@42flows.tech</a>, and we will help you implement an effective solution.</strong></p> <p><strong>You can learn more about our experience and expertise by reviewing the <a href="https://42flows.tech/case-studies/" target="_blank" rel="noopener">Case Studies</a> and <a href="https://42flows.tech/blog/" target="_blank" rel="noopener">Blog</a> sections.</strong></p> <p>The post <a href="https://42flows.tech/blog/automation-of-product-classification-using-ai/">Automation of Product Classification Using AI</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Automation of Product Classification Using AI</title> <link>https://42flows.tech/blog/automation-of-product-classification-using-ai/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Thu, 24 Oct 2024 14:43:44 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/automation-of-product-classification-using-ai/</guid> <description><![CDATA[<p>The automation of product classification is a key aspect for international logistics companies. Accurately determining product categories, which are essential for customs clearance of goods, requires significant precision and knowledge. The application of artificial intelligence, such as GPT-4, in combination with the Meilisearch database, significantly optimizes this process. Automating product classification not only reduces costs […]</p> <p>The post <a href="https://42flows.tech/blog/automation-of-product-classification-using-ai/">Automation of Product Classification Using AI</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">The automation of product classification is a key aspect for international logistics companies. Accurately determining product categories, which are essential for customs clearance of goods, requires significant precision and knowledge. The application of artificial intelligence, such as GPT-4, in combination with the Meilisearch database, significantly optimizes this process. Automating product classification not only reduces costs but also increases processing speed.</span></p> <h2><b>Challenges in Product Classification</b></h2> <p><span style="font-weight: 400;">The process of determining the correct product category has always been a challenge for international companies. The category serves as a unique identifier for classifying goods that cross customs borders. An incorrect classification can lead to delays, fines, or even denial of delivery.</span></p> <p><span style="font-weight: 400;">The traditional process involved manual entry of categories, which was time-consuming and prone to errors due to human factors. The challenge was to create a system that could ensure accuracy, speed, and scalability simultaneously.</span></p> <h3><b>First Attempt at Automation with GPT-4o</b></h3> <p><span style="font-weight: 400;">Initially, our approach involved using the GPT-4o assistant API with a database of categories and product names. GPT-4o demonstrated high accuracy in determining product categories, but this approach was costly due to the large number of tokens required for processing each request.</span></p> <p><span style="font-weight: 400;">For example, determining the category for a product like a “cat’s bed” could cost 3-5 cents per request, with each request consuming between 17,000 and 25,000 tokens. Such costs quickly became unfeasible for scalable solutions, especially with a large number of products.</span></p> <h3><b>Second Attempt at Automation with Direct Query to GPT-4o</b></h3> <p><span style="font-weight: 400;">In our second attempt, we decided to test a direct query to the GPT-4o API. This approach involved providing the product name along with scanning a photograph for more accurate identification. However, the results were disappointing. The accuracy of category determination fluctuated between 15-20%.</span></p> <p><span style="font-weight: 400;">One of the main issues with this method was the discrepancy between the obtained values and the delivery database. Additionally, the system occasionally generated non-existent categories—a phenomenon known as “hallucination.” This meant that, despite the speed of obtaining results, accuracy remained in question, ultimately limiting the practical application of this approach.</span></p> <h3><b>Third Attempt at Automation with Meilisearch + GPT-4o by Product Subcategory</b></h3> <p><span style="font-weight: 400;">In the third attempt, we decided to combine Meilisearch with GPT-4o by utilizing the product subcategory. This approach involved GPT-4o first determining the subcategory, after which Meilisearch performed a search for relevant category options.</span></p> <p><span style="font-weight: 400;">Although this method improved accuracy to 55-60%, it still faced some challenges. The results did not always logically correspond to the queries, often relying on name and keyword matches from the knowledge base. This led to situations where the system suggested categories that made no sense in the context of specific products, highlighting the need to refine the algorithm for achieving higher accuracy.</span></p> <h2><b>The Final Solution: Combined Approach of GPT-4o and Meilisearch</b></h2> <p><span style="font-weight: 400;">To address the issue of high costs, we implemented a combined approach. The combination of </span><a href="https://openai.com/index/hello-gpt-4o/" target="_blank" rel="noopener"><span style="font-weight: 400;">GPT-4o</span></a><span style="font-weight: 400;"> for preliminary product classification and </span><a href="https://www.meilisearch.com" target="_blank" rel="noopener"><span style="font-weight: 400;">Meilisearch</span></a><span style="font-weight: 400;">, which uses vector search to identify potential categories, allowed us to reduce the cost of queries to less than 1 cent.</span></p> <ol> <li><span style="font-weight: 400;"> GPT-4o classifies the product based on its description and category.</span></li> <li><span style="font-weight: 400;"> Meilisearch searches for corresponding categories in the database.</span></li> <li><span style="font-weight: 400;"> GPT-4o selects the most accurate option from the found categories.</span></li> </ol> <p><span style="font-weight: 400;">This approach achieved an accuracy rate of over 90% with a significant reduction in costs per request, marking a key achievement in our automation system.</span></p> <p><img decoding="async" class="size-full wp-image-5560 aligncenter" src="https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng.png" alt="automation of HS code product classification" width="2550" height="1419" srcset="https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng.png 2550w, https://42flows.tech/wp-content/uploads/2024/10/Схема-Eng-768x427.png 768w" sizes="(max-width: 2550px) 100vw, 2550px" /></p> <p style="text-align: center;"><i><span style="font-weight: 400;">The Process of Automating HS Code Search</span></i></p> <h3><b>Practical Results of Automation</b></h3> <p><span style="font-weight: 400;">The use of GPT-4o and Meilisearch has significantly improved the speed and accuracy of processing international shipments. The process of determining the product category now takes no more than 20 seconds, reducing the workload on employees and helping to avoid mistakes.</span></p> <p><span style="font-weight: 400;">For example, one of our clients now processes international shipments in 20 seconds instead of 2–90 minutes. The system automatically determines the product category, ensuring accuracy and speed without the need for manual intervention. Accuracy reaches over 90%, although there is sometimes a need for managerial intervention for editing, and a small percentage of incorrectly identified products remains.</span></p> <h2><b>Advantages of Product Classification Automation for Business</b></h2> <p><span style="font-weight: 400;">Automating product classification with artificial intelligence not only boosts productivity but also provides significant advantages for international companies:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><b>Time Savings:</b><span style="font-weight: 400;"> The automated classification process now takes only a few seconds compared to traditional methods.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Cost Reduction:</b><span style="font-weight: 400;"> The use of GPT-4 and Meilisearch allows costs to be reduced to less than 1 cent per request.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Minimization of Human Errors:</b><span style="font-weight: 400;"> Through automation, the system reduces the likelihood of errors that often occur due to human factors.</span></li> </ul> <p><span style="font-weight: 400;">The automation of product classification using GPT-4o and Meilisearch is an effective solution for international companies. By combining these technologies, companies can achieve high accuracy, reduce costs, and increase the speed of processing international orders. Implementing such solutions will help your business operate faster and more efficiently.</span></p> <p><strong>Do you want to automate the product classification process in your company and reduce costs? Contact us today! Email us at <a href="mailto:success@42flows.tech" target="_blank" rel="noopener">success@42flows.tech</a>, and we will help you implement an effective solution.</strong></p> <p><strong>You can learn more about our experience and expertise by reviewing the <a href="https://42flows.tech/case-studies/" target="_blank" rel="noopener">Case Studies</a> and <a href="https://42flows.tech/blog/" target="_blank" rel="noopener">Blog</a> sections.</strong></p> <p>The post <a href="https://42flows.tech/blog/automation-of-product-classification-using-ai/">Automation of Product Classification Using AI</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Ukrainian TechComms Days 2024: A resounding success</title> <link>https://42flows.tech/blog/ukrainian-techcomms-days-2024-a-resounding-success/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Tue, 16 Jul 2024 12:29:06 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5550</guid> <description><![CDATA[<p>Organized by the IT Ukraine Association, the event brought together over 50 prominent speakers and hundreds of participants from both Ukraine and abroad, both in-person and online. The conference covered a wide range of topics, including: Wartime Giving: Strategies and Creativity of Successful Projects and Funds: Speakers shared their experience and best practices for effective […]</p> <p>The post <a href="https://42flows.tech/blog/ukrainian-techcomms-days-2024-a-resounding-success/">Ukrainian TechComms Days 2024: A resounding success</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p class="p1">Organized by the <a href="https://itukraine.org.ua/" target="_blank" rel="noopener">IT Ukraine Association</a>, the event brought together over 50 prominent speakers and hundreds of participants from both<br /> Ukraine and abroad, both in-person and online.</p> <p class="p1">The conference covered a wide range of topics, including:</p> <p class="p1">Wartime Giving: Strategies and Creativity of Successful Projects and Funds: Speakers shared their<br /> experience and best practices for effective fundraising and implementing charitable projects in times of war.</p> <p class="p1">Top Tech Industry Challenges of 2024: Communications and Marketing: Participants discussed the current<br /> issues facing IT companies today and how to address them.</p> <p class="p1">Interactive Panel “Visualization of Thoughts”: Attendees had the opportunity to visualize their thoughts<br /> and ideas using interactive tools.</p> <p class="p1">Masterclasses from Editors of Leading Tech Media: Participants were able to ask questions to editors of<br /> Forbes Ukraine, DOU, CNN Ukraine, and <span class="s1">MC.today</span> and learn about how to effectively work with<br /> the media.</p> <p class="p1">The Ukrainian TechComms Days 2024 conference was a successful platform for exchanging experiences and best<br /> practices among communication professionals in the IT industry. Participants gained valuable knowledge and skills<br /> that will help them effectively build communication strategies and achieve their goals.</p> <p class="p1">You can learn more about the conference on the website:<br /> <a href="https://techcommsdays.com.ua/" target="_blank" rel="noopener"><br /> <span class="s1">https://techcommsdays.com.ua/</span><br /> </a></p> <p>If you are interested in more details, please contact us: <strong><a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a></strong></p> <p>The post <a href="https://42flows.tech/blog/ukrainian-techcomms-days-2024-a-resounding-success/">Ukrainian TechComms Days 2024: A resounding success</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Meet 42flows.tech at Money 20/20 in Amsterdam</title> <link>https://42flows.tech/blog/meet-42flows-tech-at-money-20-20-in-amsterdam-2/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Fri, 31 May 2024 09:19:32 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5527</guid> <description><![CDATA[<p>Our company is a leading provider of innovative fintech solutions aimed at optimising financial processes and improving customer experience. We are ready to discuss: Discuss cutting-edge fintech solutions: it is interesting to talk about the latest trends and innovations that are transforming the industry. Establish cooperation with experts and share knowledge Expand business opportunities: find […]</p> <p>The post <a href="https://42flows.tech/blog/meet-42flows-tech-at-money-20-20-in-amsterdam-2/">Meet 42flows.tech at Money 20/20 in Amsterdam</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">Our company is a leading provider of innovative fintech solutions aimed at optimising financial processes and improving customer experience. </span></p> <p><span style="font-weight: 400;">We are ready to discuss:</span></p> <ul> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Discuss cutting-edge fintech solutions: it is interesting to talk about the latest trends and innovations that are transforming the industry.</span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Establish cooperation with experts and share knowledge </span></li> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">Expand business opportunities: find new clients and partners to achieve success together.</span></li> </ul> <p><span style="font-weight: 400;">This is a unique opportunity to discuss in person how we can help each other grow</span></p> <p><span style="font-weight: 400;">We look forward to seeing you in Amsterdam!</span></p> <p><strong>Contact us to arrange a meeting:</strong><b><br /> </b><span style="font-weight: 400;">Write to the WhatsApp</span></p> <ul> <li><span style="font-weight: 400;"><strong>Max Popov</strong>, co-founder <a href="tel://+380506363135">+38 050 636 31 35</a></span></li> <li><span style="font-weight: 400;"><strong>Dmytro Doroshenko</strong>, COO <a href="tel://+380956103855">+38 095 610 38 55</a></span></li> <li><b>or с<strong>ontact us at: <a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a></strong> </b></li> </ul> <p>You are welcome to explore our <a href="https://42flows.tech/blog/">blog</a> to read more news about our company.</p> <p>The post <a href="https://42flows.tech/blog/meet-42flows-tech-at-money-20-20-in-amsterdam-2/">Meet 42flows.tech at Money 20/20 in Amsterdam</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Accelerated Integration of “Know Your Customer” (KYC) Technology for Neobanks: Effective Start</title> <link>https://42flows.tech/blog/accelerated-integration-of-know-your-customer-kyc-technology-for-neobanks-effective-start/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Thu, 09 May 2024 09:29:41 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5505</guid> <description><![CDATA[<p>Empowering Financial Innovation with 42Flows and Regula’s Cutting-Edge Solutions About 42Flows 42Flows is a company that specializes in developing middleware and system integration, working with banks, fintechs, and early-stage startups. They utilize low-code tools and open-source solutions for rapid integration, enabling their clients to stay at the forefront of their industry and continue innovating. About […]</p> <p>The post <a href="https://42flows.tech/blog/accelerated-integration-of-know-your-customer-kyc-technology-for-neobanks-effective-start/">Accelerated Integration of “Know Your Customer” (KYC) Technology for Neobanks: Effective Start</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<h3 style="text-align: left;"><b>Empowering Financial Innovation with 42Flows and Regula’s Cutting-Edge Solutions</b></h3> <h3><b>About 42Flows</b></h3> <p><span style="font-weight: 400;">42Flows is a company that specializes in developing middleware and system integration, working with banks, fintechs, and early-stage startups. They utilize low-code tools and open-source solutions for rapid integration, enabling their clients to stay at the forefront of their industry and continue innovating.</span></p> <h3><b>About Regula</b></h3> <p><a href="https://regulaforensics.com/" target="_blank" rel="noopener"><span style="font-weight: 400;">Regula</span></a><span style="font-weight: 400;">, a global leader in forensic devices and identity verification solutions, leverages 30+ years of experience in forensic research. With the world’s largest library of document templates, Regula’s innovative technologies serve 1,000+ organizations and 80 border control authorities, ensuring top-notch client service without compromising safety, security or speed.</span></p> <p><strong>Achieve a Win-Win Between Security and UX</strong></p> <p><span style="font-weight: 400;">Gartner states, “The need to establish trust in the user’s real-world identity must be balanced with expectations for minimal friction in the user experience (UX).” Simply put, KYC is complex. On one hand, it’s crucial to verify that users are who they claim to be. On the other hand, excessive onboarding effort can drive customers away. Finding the optimal balance between these two aspects is key for the identity-proofing and affirmation industry, and this is precisely what Regula solutions achieve.</span></p> <p><span style="font-weight: 400;">KYC is essential for compliance and the success of digital banks.</span></p> <p><span style="font-weight: 400;">Rapid integration of KYC, CRM, and accounting is critical for any digital bank’s quick market entry.</span></p> <p><strong>Flexible integration contributes to the growth and success of digital banks.</strong></p> <p><span style="font-weight: 400;">Digital banks, or neobanks, are transforming the traditional banking sector by offering a wide range of financial services and products online. They provide quick, efficient, and user-friendly services, attracting a larger customer base. However, establishing a new bank requires adherence to various regulations, including KYC, anti-money laundering, and counter-terrorism financing. Integrating a comprehensive IDV solution, like that from Regula, </span><span style="font-weight: 400;">to streamline KYC process, </span><span style="font-weight: 400;">is vital for obtaining licenses and launching operations.</span></p> <p><span style="font-weight: 400;">One of the key compliance aspects for neobanks is the KYC regulation, requiring financial institutions to verify their clients’ identities and assess associated risks. KYC can be a complex and lengthy process, involving the collection, storage, and analysis of a large amount of client data, including personal and financial information. This process necessitates integration with all registration channels, mobile and web applications, as well as CRM systems and business processes.</span><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;">At 42flows.tech, we facilitate effective KYC technology integration using low-code tools. This allows neobanks and banks to start operations quickly and efficiently. Our technology optimizes the KYC process by automating data collection and verification, reducing the risk of errors and increasing accuracy. It also shortens the time required to complete the KYC process, allowing banks to attract clients faster.</span></p> <p><span style="font-weight: 400;"><img decoding="async" class=" wp-image-5506 aligncenter" src="https://42flows.tech/wp-content/uploads/2024/05/1.png" alt="KYC - Low-code - Neobank" width="328" height="176" /></span><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;">Rapid integration of KYC technology also enhances the customer experience by minimising the time and effort needed for KYC completion. Thanks to digital tools, clients can easily provide necessary information and documentation, avoiding the need for physical bank visits or lengthy phone calls. This also increases client trust and loyalty due to the convenience and security of the KYC process.</span></p> <p><span style="font-weight: 400;">Moreover, swift integration of KYC technology allows neobanks to effectively meet regulatory requirements. The technology ensures a secure and auditable record of the KYC process, helping to demonstrate compliance with regulations and reducing the risk of financial penalties.</span></p> <p><span style="font-weight: 400;">In a rapidly changing world, a neobank’s adaptation depends on the speed of its integration tools. Here, 42flows and Regula offer advanced tools that enable neobanks to gain a competitive edge, attract more customers, and accelerate their business development.</span><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;"><br /> </span></p> <p><strong>You can read more about creating neobanks <a href="https://42flows.tech/blog/a-step-by-step-guide-on-how-to-create-a-neobank/">here.</a></strong></p> <p><strong>Contact us at: <a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a></strong></p> <p>The post <a href="https://42flows.tech/blog/accelerated-integration-of-know-your-customer-kyc-technology-for-neobanks-effective-start/">Accelerated Integration of “Know Your Customer” (KYC) Technology for Neobanks: Effective Start</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Cryptocurrencies: a new way of making payments between companies</title> <link>https://42flows.tech/blog/cryptocurrencies-a-new-way-of-making-payments-between-companies/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Tue, 30 Apr 2024 13:31:12 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5495</guid> <description><![CDATA[<p>The way businesses pay each other for goods and services is undergoing a transformation. Traditional methods like bank transfers are facing stiff competition from a new player: cryptocurrency. Fueled by advantages like speed, affordability, and security, cryptocurrencies are gaining traction among businesses of all sizes. Why Cryptocurrencies are Appealing Faster Transactions: Compared to bank transfers, […]</p> <p>The post <a href="https://42flows.tech/blog/cryptocurrencies-a-new-way-of-making-payments-between-companies/">Cryptocurrencies: a new way of making payments between companies</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<h3><span style="font-weight: 400;">The way businesses pay each other for goods and services is undergoing a transformation. Traditional methods like bank transfers are facing stiff competition from a new player: cryptocurrency. Fueled by advantages like speed, affordability, and security, cryptocurrencies are gaining traction among businesses of all sizes.</span></h3> <h3><b>Why Cryptocurrencies are Appealing</b></h3> <ul> <li style="font-weight: 400;" aria-level="1"><b>Faster Transactions:</b><span style="font-weight: 400;"> Compared to bank transfers, which can take days to clear, cryptocurrency transactions happen nearly instantaneously. This eliminates delays and streamlines business operations.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Lower Fees:</b><span style="font-weight: 400;"> Traditional payment methods often involve hefty fees, especially for international transactions. Cryptocurrencies typically have lower transaction fees, boosting a company’s bottom line.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Enhanced Security:</b><span style="font-weight: 400;"> Cryptocurrency transactions are secured by sophisticated cryptography, making them highly resistant to fraud and hacking. This reduces the risk of financial losses for businesses.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Transparency and Traceability:</b><span style="font-weight: 400;"> All cryptocurrency transactions are recorded on a public ledger called a blockchain. This provides a clear and tamper-proof record of every transaction, fostering trust and accountability.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Freedom from Third-Party Control:</b><span style="font-weight: 400;"> Unlike traditional methods relying on banks and other intermediaries, cryptocurrencies operate on a decentralized network. This eliminates reliance on third parties and associated fees.</span></li> </ul> <p><span style="font-weight: 400;">Several businesses have already embraced cryptocurrencies for payments. Leading e-commerce platforms like <a href="https://www.shopify.com/" target="_blank" rel="noopener">Shopify</a> allow merchants to accept payments in various cryptocurrencies. Online retailers like <a href="https://www.overstock.com/" target="_blank" rel="noopener">Overstock.com</a> offer Bitcoin and other crypto options as payment methods. Even tech giants like <a href="https://www.microsoft.com/uk-ua/" target="_blank" rel="noopener">Microsoft</a> are jumping on board, enabling Bitcoin payments for their cloud services.</span></p> <p><b>Supply Chain Management: </b><span style="font-weight: 400;">Tech behemoth IBM utilizes blockchain technology, the backbone of cryptocurrencies, to track their supply chain. This allows them to monitor product movement efficiently and automate payments using cryptocurrency, streamlining the entire process.</span></p> <p><b>Cross-Border Payments:</b><span style="font-weight: 400;"> Companies like <a href="https://ripple.com/" target="_blank" rel="noopener">Ripple</a> focus on facilitating secure and instant international payments using their own cryptocurrency, XRP. This can be a game-changer for businesses operating globally, eliminating the delays and high fees associated with traditional cross-border transactions.</span></p> <p><b>Subscription Services:</b><span style="font-weight: 400;"> Streaming platform <a href="https://www.twitch.tv/" target="_blank" rel="noopener">Twitch</a> allows content creators to receive donations and subscriptions in cryptocurrency. This opens up new revenue streams and provides viewers with a wider range of payment options.</span></p> <p><b>Travel and Booking Services:</b><span style="font-weight: 400;"> Several travel agencies and booking platforms now accept cryptocurrencies for flight and hotel reservations. This caters to tech-savvy travelers and offers more flexibility in payment methods.</span></p> <p><b>Charitable Donations: </b><span style="font-weight: 400;">Non-profit organizations are increasingly accepting cryptocurrency donations. This allows them to reach a wider donor base and provides donors with a fast and transparent way to contribute.</span></p> <p><span style="font-weight: 400;">These are just a few examples, and the list is constantly growing. As cryptocurrency technology continues to develop and gain wider acceptance, we can expect even more innovative applications in the business world.</span></p> <h3><b>New business opportunities:</b></h3> <p><b></b><span style="font-weight: 400;">Cryptocurrencies open up new business opportunities that were not previously possible. For example, companies can use cryptocurrency to create new products and services, access new markets, and attract new customers.</span></p> <p><span style="font-weight: 400;">For example, a company can use Bitcoin to create a loyalty program that rewards customers for buying Bitcoin. Or a company may use Bitcoin to sell its products and services to customers in countries where traditional payment methods are not available.</span></p> <h3><b>Conclusion</b></h3> <p><span style="font-weight: 400;">The use of cryptocurrencies is still in its early stages of development, but it has the potential to revolutionize the way companies do business. With its advantages in terms, cryptocurrency could become an increasingly popular way to pay for goods and services between companies in the future.</span></p> <h3>Join the Cryptocurrency Revolution: Take Action Today!</h3> <p><strong>Contact us at: <a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a></strong></p> <p>The post <a href="https://42flows.tech/blog/cryptocurrencies-a-new-way-of-making-payments-between-companies/">Cryptocurrencies: a new way of making payments between companies</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>Improve Your Bank with Integration</title> <link>https://42flows.tech/blog/improve-your-bank-with-integration/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Thu, 11 Apr 2024 14:19:49 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5472</guid> <description><![CDATA[<p>Integration with other banking systems is the ability of a banking platform to interact with other systems used in the banking sector or financial industry as a whole. This integration can be crucial for ensuring the efficient functioning of banking operations and providing a wide range of services to clients. Here are some aspects of […]</p> <p>The post <a href="https://42flows.tech/blog/improve-your-bank-with-integration/">Improve Your Bank with Integration</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">Integration with other banking systems is the ability of a banking platform to interact with other systems used in the banking sector or financial industry as a whole. This integration can be crucial for ensuring the efficient functioning of banking operations and providing a wide range of services to clients. Here are some aspects of this integration:</span></p> <ol> <li style="font-weight: 400;" aria-level="1"><span style="font-weight: 400;">CRM (Customer Relationship Management): Integration with CRM systems allows the bank to effectively manage customer relationships, including collecting and analyzing customer data, interacting with them, and tracking their activity.</span><span style="font-weight: 400;"><br /> </span><a href="https://42flows.tech/case-studies/revolutionizing-cross-border-payments-with-seamless-integration-using-node-js/" target="_blank" rel="noopener"><span style="font-weight: 400;">Productive Integration with Terrapay and MoneyGram</span><span style="font-weight: 400;"><br /> </span></a><a href="https://42flows.tech/case-studies/custom-crm-system-development/"><span style="font-weight: 400;">How Custom CRM helps to increase customers’ orders by 8.5%.</span></a></li> <li aria-level="1">Analytics: Integration with analytics systems allows banks to obtain important data regarding financial transactions, demand for products and services, customer behavior, etc. This helps the bank make informed decisions to improve its operations and offer more personalized solutions to clients.</li> <li aria-level="1">Reporting: Integration with reporting systems automates the process of generating reports and sending them to regulators or other interested parties. This simplifies compliance with reporting requirements and allows the bank to more effectively utilize its resources.</li> <li aria-level="1">Integration with other financial institutions: This may include integration with other banks for interbank transactions, payment systems for money transfers, as well as other financial institutions such as insurance companies or investment funds, to provide comprehensive financial services to clients.</li> </ol> <p><span style="font-weight: 400;">Integration with other banking systems is a key aspect of modern banking platform development, as it allows banks to effectively utilize various technologies and resources to provide the best possible customer service and optimize their operations.</span><span style="font-weight: 400;"><br /> </span><span style="font-weight: 400;">Do you agree?</span><span style="font-weight: 400;"><br /> </span></p> <h3>Take the first step towards enhancing your banking operations by reaching out to us at <a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a>.</h3> <p>The post <a href="https://42flows.tech/blog/improve-your-bank-with-integration/">Improve Your Bank with Integration</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> <item> <title>PSD3: The Next Step in European Payments Regulation</title> <link>https://42flows.tech/blog/psd3-the-next-step-in-european-payments-regulation/</link> <dc:creator><![CDATA[Nelia Holovina]]></dc:creator> <pubDate>Fri, 05 Apr 2024 11:16:14 +0000</pubDate> <category><![CDATA[blog]]></category> <guid isPermaLink="false">https://42flows.tech/?p=5445</guid> <description><![CDATA[<p>On 28 June 2023, the European Commission published plans for its third payment services directive (PSD3), the successor to 2018’s PSD2.. This revised Payment Services Directive aims to be broader than its predecessor, reflecting the rapid changes in electronic payments and the emergence of new players offering open banking services. PSD2: everything you need to […]</p> <p>The post <a href="https://42flows.tech/blog/psd3-the-next-step-in-european-payments-regulation/">PSD3: The Next Step in European Payments Regulation</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></description> <content:encoded><![CDATA[<p><span style="font-weight: 400;">On 28 June 2023, the European Commission published plans for its third payment services directive (PSD3), the successor to 2018’s PSD2.. This revised Payment Services Directive aims to be broader than its predecessor, reflecting the rapid changes in electronic payments and the emergence of new players offering open banking services.</span></p> <h3><b>PSD2: everything you need to know</b></h3> <p><span style="font-weight: 400;">It is a set of EU rules governing the operation of payments and </span></p> <p><span style="font-weight: 400;">PSD2 stands for the Second Payment Services Directive, a European Union regulation aimed at improving the security and efficiency of electronic payments within the EU.</span></p> <h4><b>PSD2 covers a wide range of aspects related to payment services,</b><span style="font-weight: 400;"> including:</span></h4> <ul> <li style="font-weight: 400;" aria-level="1"><b>Strong customer authentication (SCA):</b><span style="font-weight: 400;"> This requires customers to use two or more factors to authenticate themselves when making online payments.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Open banking:</b><span style="font-weight: 400;"> This gives third-party providers (TPPs) access to customer account information and the ability to initiate payments on their behalf.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Payment service consolidation:</b><span style="font-weight: 400;"> This allows customers to view all of their accounts from different banks in one place.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Transparency:</b><span style="font-weight: 400;"> This requires payment service providers to be more transparent about their fees and charges.</span></li> </ul> <p><b>The implementation of PSD2 has been a complex process.</b><span style="font-weight: 400;"> Banks, fintech companies, and regulators have had to work together to develop new technical standards and implement new systems and processes. There have been some challenges along the way, but the overall transition has been relatively smooth.</span></p> <h3><b>What’s New with PSD3?</b></h3> <p><b></b><span style="font-weight: 400;">On 28 June 2023, the European Commission published plans for its </span><a href="https://www.paymentscardsandmobile.com/psd3-modernising-payment-services-and-opening-financial-services-data/" target="_blank" rel="noopener"><span style="font-weight: 400;">third payment services directive (PSD3)</span></a><span style="font-weight: 400;">, the successor to 2018’s PSD2.</span></p> <p><span style="font-weight: 400;">PSD3 proposes mostly minor changes, building on PSD2’s foundation in areas like transparency, liability, and open banking. However, it strengthens Strong Customer Authentication (SCA) regulations and tightens access rules for payment systems and account information compared to PSD2.</span></p> <h4><b>The core of the EU’s proposal tackles four main areas:</b></h4> <ul> <li style="font-weight: 400;" aria-level="1"><b>Combating fraud</b><span style="font-weight: 400;"> to keep consumers safe.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Strengthening consumer rights</b><span style="font-weight: 400;"> for better protection.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Opening up access to banking services for non-bank companies</b><span style="font-weight: 400;">.</span></li> <li style="font-weight: 400;" aria-level="1"><b>Furthering the growth of Open Banking</b><span style="font-weight: 400;"> for innovative financial options.</span></li> </ul> <p><b>An interesting addition is the right to access cash.</b><span style="font-weight: 400;"> This right is already enshrined in law by some European countries (Sweden and Norway) and non-EU nations (UK and Switzerland).</span><span style="font-weight: 400;"><br /> </span></p> <h3><span style="font-weight: 400;"><br /> </span><b>What are the challenges?</b></h3> <p><span style="font-weight: 400;">The European Commission’s plans for Open Banking aren’t without their challenges.</span></p> <p><span style="font-weight: 400;">Research by Payments Cards & Mobile shows a bumpy rollout of Open Banking across the EU. Some countries, like those in Scandinavia and Poland, are embracing it, while others haven’t even created technical standards or seen much interest from consumers or banks.</span></p> <h3><b>Conclusion</b></h3> <p><b><br /> </b><span style="font-weight: 400;">The European Commission’s proposed PSD3 regulation aims to refine and build upon the existing PSD2 framework for electronic payments in the EU. While PSD3 maintains core elements like transparency and open banking, it emphasizes stronger fraud prevention, enhanced consumer rights, and wider access for non-bank institutions. Notably, it enshrines the right to access cash, aligning with some European nations.</span></p> <p><span style="font-weight: 400;">However, challenges remain, particularly regarding the uneven implementation of Open Banking across EU member states. With a final proposal expected in late 2024 and potential implementation around 2026, navigating these discrepancies will be crucial for a smooth transition to PSD3.</span></p> <p><strong>Contact us at: <a href="mailto:SUCCESS@42FLOWS.TECH" target="_blank" rel="noopener">SUCCESS@42FLOWS.TECH</a></strong></p> <p><strong>Let’s build a bright digital future!</strong></p> <p>The post <a href="https://42flows.tech/blog/psd3-the-next-step-in-european-payments-regulation/">PSD3: The Next Step in European Payments Regulation</a> appeared first on <a href="https://42flows.tech">42FLOWS.TECH</a>.</p> ]]></content:encoded> </item> </channel> </rss>