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One way to spot patterns is to show AI models millions of labelled examples. This method requires humans to painstakingly label all this data so they can be analysed by computers. Without them, the algorithms that underpin self-driving cars or facial recognition remain blind. They cannot learn patterns.
The algorithms built in this way now augment or stand in for human judgement in areas as varied as medicine, criminal justice, social welfare and mortgage and loan decisions. Generative AI, the latest iteration of AI software, can create words, code and images. This has transformed them into creative assistants, helping teachers, financial advisers, lawyers, artists and programmers to co-create original works.
To build AI, Silicon Valley’s most illustrious companies are fighting over the limited talent of computer scientists in their backyard, paying hundreds of thousands of dollars to a newly minted Ph.D. But to train and deploy them using real-world data, these same companies have turned to the likes of Sama, and their veritable armies of low-wage workers with basic digital literacy, but no stable employment.
Sama isn’t the only service of its kind globally. Start-ups such as Scale AI, Appen, Hive Micro, iMerit and Mighty AI (now owned by Uber), and more traditional IT companies such as Accenture and Wipro are all part of this growing industry estimated to be worth $17bn by 2030.
Because of the sheer volume of data that AI companies need to be labelled, most start-ups outsource their services to lower-income countries where hundreds of workers like Ian and Benja are paid to sift and interpret data that trains AI systems.
Displaced Syrian doctors train medical software that helps diagnose prostate cancer in Britain. Out-of-work college graduates in recession-hit Venezuela categorize fashion products for e-commerce sites. Impoverished women in Kolkata’s Metiabruz, a poor Muslim neighbourhood, have labelled voice clips for Amazon’s Echo speaker. Their work couches a badly kept secret about so-called artificial intelligence systems – that the technology does not ‘learn’ independently, and it needs humans, millions of them, to power it. Data workers are the invaluable human links in the global AI supply chain.
This workforce is largely fragmented, and made up of the most precarious workers in society: disadvantaged youth, women with dependents, minorities, migrants and refugees. The stated goal of AI companies and the outsourcers they work with is to include these communities in the digital revolution, giving them stable and ethical employment despite their precarity. Yet, as I came to discover, data workers are as precarious as factory workers, their labour is largely ghost work and they remain an undervalued bedrock of the AI industry.
As this community emerges from the shadows, journalists and academics are beginning to understand how these globally dispersed workers impact our daily lives: the wildly popular content generated by AI chatbots like ChatGPT, the content we scroll through on TikTok, Instagram and YouTube, the items we browse when shopping online, the vehicles we drive, even the food we eat, it’s all sorted, labelled and categorized with the help of data workers.
Milagros Miceli, an Argentinian researcher based in Berlin, studies the ethnography of data work in the developing world. When she started out, she couldn’t find anything about the lived experience of AI labourers, nothing about who these people actually were and what their work was like. ‘As a sociologist, I felt it was a big gap,’ she says. ‘There are few who are putting a face to those people: who are they and how do they do their jobs, what do their work practices involve? And what are the labour conditions that they are subject to?’
Miceli was right – it was hard to find a company that would allow me access to its data labourers with minimal interference. Secrecy is often written into their contracts in the form of non-disclosure agreements that forbid direct contact with clients and public disclosure of clients’ names. This is usually imposed by clients rather than the outsourcing companies. For instance, Facebook-owner Meta, who is a client of Sama, asks workers to sign a non-disclosure agreement. Often, workers may not even know who their client is, what type of algorithmic system they are working on, or what their counterparts in other parts of the world are paid for the same job.
The arrangements of a company like Sama – low wages, secrecy, extraction of labour from vulnerable communities – is veered towards inequality. After all, this is ultimately affordable labour. Providing employment to minorities and slum youth may be empowering and uplifting to a point, but these workers are also comparatively inexpensive, with almost no relative bargaining power, leverage or resources to rebel.
Even the objective of data-labelling work felt extractive: it trains AI systems, which will eventually replace the very humans doing the training. But of the dozens of workers I spoke to over the course of two years, not one was aware of the implications of training their replacements, that they were being paid to hasten their own obsolescence.
— Madhumita Murgia, Code Dependent: Living in the Shadow of AI
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Top Mobile App Development Trends to Watch in 2025
As we move further into the digital age, mobile applications are evolving rapidly. From AI-powered features to advanced UI/UX experiences, mobile app development trends in 2025 are reshaping how businesses connect with users. Whether you're planning to build an e-commerce platform or a customer engagement tool, staying ahead of these trends is crucial.
If you're looking for mobile app development in Kolkata, this blog will walk you through the future of mobile app development and the most emerging trends in app development that you should keep an eye on.
1. AI-Powered Mobile Apps:
One of the most significant developments in 2025 is the deeper integration of artificial intelligence in mobile apps. AI is transforming everything — from chatbots and voice assistants to personalized user experiences. Whether it's automating customer service or analyzing user behavior, AI is driving smarter app performance.
Platforms like Firebase and tools provided in the Google Developers Blog are helping developers integrate these intelligent features more efficiently than ever before.
2. Cross-Platform Development with Flutter & React Native:
When it comes to efficient and cost-effective app creation, Flutter and React Native continue to dominate in 2025. These frameworks allow developers to build apps for both Android and iOS using a single codebase, reducing development time and costs.
As a top mobile app agency in Kolkata, Webfeed uses tools like Flutter to deliver affordable mobile app development without compromising on quality or performance.
3. Next-Level UI/UX Design:
In 2025, mobile UX/UI trends lean toward personalization, dark-mode enabled tendency, microinteractions, and gesture-based navigation. Users today want fluid and intuitive and quick interfaces. That's why our mobile app UI/UX design services focus on creating engaging user-centered experiences.
Retention and satisfaction can be powered by thoughtful design, according to the observations of Smashing Magazine and Medium (Mobile Dev Tags).
4. Increase of E-Commerce App Development:
Online shopping is on the rise and the demand for e-commerce app development services will surely rise in return. One-click payments, AR-based product views, and voice search are no longer nice-to-haves: they are must-haves.
Webfeed specializes in mobile-optimized e-commerce solutions to ensure fast performance, easy design, and maximized conversion rates.
5. 5G and Mobile App Technologies 2025:
The launch of 5G allows for richer and much faster mobile experiences. Therefore, mobile app technologies in 2025 will leverage the fast data speeds to actualize next-gen features: streaming High-Quality video to real-time AR/VR applications. Unity-type platforms now make immersive game plus AR development easier than ever before.
6. More Intelligent Business Integrations:
Booking appointments, getting feedback, and 2025's apps are functional and seamless integration. With the rise of mobile app development software and APIs, businesses can easily automate workflows and enhance user experience.
Research from TechCrunch, Gartner, and Statista confirms that businesses that embrace app innovation are seeing higher customer engagement and revenue growth.
7. Find the Right Developer Near You:
If you are searching for a developer for mobile apps or wondering who are the best mobile app developers of Kolkata, look no further than Webfeed. Our expert team custom-makes industry-specific apps using the latest technologies that fit your budget.
We pride ourselves on having the name of being one of the most trusted Android app developers as well as full-stack mobile solution providers in Kolkata.
The Future Is Mobile-First:
Mobile app development trends of 2025 clearly show that apps are no longer simple tools — they are strategic assets. Remote AI to shopping, to UI/UX innovation to 5G adoption, the mobile world is undergoing massive changes. Shortly, despite being a small setup or a mammoth enterprise, it is time to invest in a mobile experience that would be future-ready. Contact Webfeed, the dependable name in affordable mobile app development in Kolkata.

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Know the Benefits of AI Based Chatbot
Are you searching for to take your website to the next level? One feature that can greatly enhance your online presence is an AI-based chatbot. Chatbots are becoming increasingly popular among businesses as they provide instant customer service, improve user experience, and drive conversions. In this article, we’ll explore 10 reasons why your website needs a chatbot, and show you how to get started with an AI-based chatbot in Kolkata. EITPL( Eastern India Technosoft Pvt Ltd) is renowned software development company.

Know Some Points of Chatbot Essentiality
1. Improve customer service: Chatbots are available 24/7 to answer customer queries, providing instant support and assistance.
2. Increase user engagement: Chatbots can engage visitors in personalized conversations, keeping them on your website longer.
3. Generate leads: Chatbots can capture lead information and help guide users through the sales funnel.
4. Drive conversions: By providing personalized product recommendations and answering customer questions, chatbots can help increase sales.
5. Reduce bounce rates: Chatbots can quickly address user concerns and keep them on your website, reducing bounce rates.
6. Save time and resources: Chatbots can handle routine queries, freeing up your team to focus on more complex tasks.
7. Improve user experience: Chatbots offer a seamless and intuitive way for users to interact with your website.
8. Gain valuable insights: Chatbots can collect data on user interactions, providing valuable insights for improving your website.
9. Stay competitive: Many businesses are already using chatbots, so having one on your website can help you stay ahead of the curve.
10. Easy to get started: Getting started with an AI-based chatbot in Kolkata is simple with the help of a reliable chatbot development company.
Conclusion: If you’re ready to take your website to the next level, consider implementing an AI-based chatbot in Kolkata. With the many benefits they offer, chatbots have become an essential tool for businesses looking to improve customer service, increase conversions, and enhance user experience. Don’t wait any longer – get started with a chatbot for your website today and start reaping the benefits!
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Eitpl: Revolutionizing Conversations with AI-Based Chatbot Software in Kolkata

The Rise of AI-Powered Chatbots
Understanding the Chatbot Revolution
AI-powered chatbots have emerged as a game-changer in customer service, marketing, and user engagement. These intelligent bots are designed to mimic human conversation, offering a personalized and efficient interaction experience. As businesses increasingly recognize the potential of chatbots, Eitpl has positioned itself as a front-runner in this dynamic field.
Eitpl: Leading the Way in AI Chatbot Development
About Eitpl
Established in Kolkata, Eitpl has been at the forefront of AI-based technology solutions for over a decade. The company’s commitment to innovation and excellence has propelled it to become a trusted partner for businesses seeking cutting-edge chatbot software development.
AI-Based Chatbot Services
Eitpl specializes in creating AI-driven chatbots tailored to meet the unique needs of various industries. These chatbots offer real-time assistance, streamline customer queries, and enhance user experiences. Eitpl’s expertise in natural language processing (NLP) ensures that their chatbots can understand and respond to user queries effectively.
Content Moderation for Chatbots
Ensuring a safe and friendly environment for users is paramount in the digital realm. Eitpl offers comprehensive content moderation solutions for chatbots, safeguarding businesses from inappropriate or harmful content. Their advanced algorithms and machine learning techniques enable proactive content filtering.
The Power of Conversational Platforms
Building Conversational Platforms
Eitpl goes beyond traditional chatbots and offers robust conversational platform development services. These platforms enable businesses to create engaging and interactive conversations with their audience. With Eitpl’s expertise, companies can design custom conversational experiences that resonate with their brand.
Python Projects for Enhanced Performance
Python has emerged as a preferred programming language for AI and machine learning projects. Eitpl leverages Python’s versatility to create powerful chatbots and conversational platforms. The company’s Python-based projects are known for their scalability, efficiency, and reliability.
Why Choose Eitpl for AI Chatbots? (H2)
Unparalleled Expertise
Eitpl boasts a team of seasoned professionals who are well-versed in AI technologies. Their collective knowledge and experience ensure that clients receive top-tier chatbot solutions that align with their objectives.
Customization and Scalability
One size does not fit all in the world of chatbots. Eitpl understands this and offers highly customizable solutions. Whether you run a small business or a large corporation, their chatbots can be tailored to suit your specific requirements.
Continuous Support
Eitpl’s commitment to customer satisfaction extends beyond the development phase. They provide ongoing support and maintenance to ensure that your chatbots and conversational platforms operate seamlessly.
Conclusion
In the digital landscape, AI-based chatbots have become indispensable tools for businesses seeking to enhance user engagement and streamline customer interactions. Eitpl, a prominent player in the field, has been instrumental in empowering businesses with AI chatbot software development services, content moderation solutions, and conversational platform expertise. Their commitment to innovation, customization, and ongoing support makes them a trusted partner for businesses in Kolkata and beyond.
Frequently Asked Questions
1. How can AI chatbots benefit my business?
AI chatbots can improve customer service, streamline processes, and engage users effectively. They can handle inquiries 24/7 and provide personalized responses, enhancing user satisfaction.
2. What industries can benefit from Eitpl’s chatbot solutions?
Eitpl’s chatbot solutions are versatile and can be tailored to various industries, including e-commerce, healthcare, finance, and more.
3. Is Python the best choice for AI chatbot development?
Python is a popular choice due to its versatility and rich libraries for AI and machine learning. Eitpl utilizes Python to create efficient and scalable chatbots.
4. How can Eitpl ensure the safety of my users in chat interactions?
Eitpl offers content moderation services that utilize advanced algorithms and machine learning to filter out inappropriate content, ensuring a safe user experience.
5. What kind of ongoing support does Eitpl provide for chatbot solutions?
Eitpl offers comprehensive support and maintenance services to ensure that your chatbots and conversational platforms continue to perform optimally and adapt to changing needs.
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Better Engagement Is A Benefit Of Custom Mobile App Development
Your audience may be more effectively engaged, and your brand's reliability will increase, with the development of custom mobile apps on native or hybrid platforms. Native iOS and Android app development increases user engagement, makes your brand available to customers around-the-clock, and secures your business's success.
Also read: Mobile App Development Company in Bangalore
Additionally, the inclusion of virtual Chatbot capabilities and functionalities within the app will immediately address customer inquiries and improve the app experience.
Greater Productivity
In order to support high-level and automated production, the industrial and healthcare industries are progressively investing in the creation of specialised mobile apps.
Mobile app development firms provide innovative apps that enable businesses to monitor their facilities and increase efficiency by combining cutting-edge Artificial Intelligence (AI), Machine Learning (ML), and Internet of Things (IoT) technology.
One of the greatest IoT applications is Manufacturing 360, which enables firms to experience a superior digital manufacturing environment, optimise resource performance, and develop more adaptable production processes.
Extreme Scalability
The scope of your business is expanded by the bespoke mobile application. Mobile applications, whether native or hybrid, help companies reach their target market wherever they are in the world.
Also read: Mobile App Development Company in Kolkata
Organizations may expand their brand name to several countries across the world by investing in a single mobile app and granting access to it. The user base will expand.
Long-Term Flows of Revenue
The finest foundation or source for producing continuous income flows is custom mobile apps. On the Google Play Store and the Apple App Store, respectively, there are millions of Android and iOS apps that may be downloaded and used.
Some of them were apps that were free. Some of them were paid apps (these apps can be downloadable and accessible freely, but these apps charge money for accessing a few advanced features and functionalities).
Also read: Mobile App Development Company in Hyderabad
Purely paid applications are also providing firms with quick investments. Therefore, as the top mobile app developers, we advise choosing freemium app development to secure endless future revenues.
Emphasize Specific Business Requirements: Best Mobile App Development Companies In India 2021
Custom software development is a long-term investment that gives companies an advantage over rivals and enables them to take advantage of digital prospects. Custom software application development for mobile OS can help businesses achieve their goals while establishing their brand in the marketplace.
Features Can Be Adapted To User Needs
One of the main advantages of developing a bespoke mobile app is that companies can monitor performance metrics and manage operations without any bugs. Additionally, enterprises may update and add new features to current client apps based on user requirements. Your audience will view your brand as more credible as a result.
Also read: Mobile App Development Company in Chennai
in command of data security
The development of custom mobile applications is advantageous to your company's internal data security. The audience will receive top-notch digital services while using tailored mobile applications, which will also guarantee maximum security.
The use of third-party payment gateways like PhonePe, BHIM/UPI payment applications, net banking, and credit or debit card systems would be required for a select number mobile apps, such as financial and marketplace apps.
To ensure high-level security of the customers' private information, mobile app development firms in India would incorporate these components in an encrypted way.
Mobility is promised, and brand value is raised
The amount of time consumers spend on desktops has substantially dropped thanks to mobile applications. People are more drawn to smart services offered through mobile applications because they provide more flexibility and ease.
On the other hand, the quick development of smartphone applications is also a result of the accessibility of high-speed internet. Mobile app development also increases the value of your brand since it enables your audience to access services from anywhere at any time.
improves client satisfaction
For every organisation to succeed in this digital age, achieving customer pleasure is the ultimate aim. The first step toward the success of your business is to create specialised mobile applications that satisfy the needs of your end consumers.
Also read: Mobile App Development Company in Chennai
Additionally, incorporating push alerts and providing updates on the services that they are seeking for in your app can inspire you to reach new levels in client satisfaction.
A better reputation for the brand
Finally, the creation of mobile apps will improve brand recognition. People's shift away from desktop computers and toward smartphone applications is providing businesses with a fantastic chance to quickly boost brand exposure. Mobile applications in particular offer a solid foundation for companies to advertise their services or goods through digital channels.
Also read: Mobile App Development Company in Chennai
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How Artificial Intelligence Is Revolutionizing The E-Commerce Industry
With the help of AI i.e. Artifical Intelligence, the e-commerce industry can improve customer experience with personalization, targeting potential customers to increase sales, and recommending them products based on their purchase and browsing behavior.
According to an article published by Business Insider, early 85% of all customer interactions is going to be managed without human support by 2020. Considering this advancing trend, many e-commerce businesses have begun to use different forms of artificial intelligence technology for understanding their customers better, offering them the best user experience, and generating more sales and revenues.
In this article, we will discuss how artificial intelligence is revolutionizing the e-commerce industry:
1. A customer-centric approach
Often it happens that the customers, after browsing the e-commerce website for a while, abandon their search and leave the website. This generally happens when the customers are not able to find enough relevant product results. In such scenarios, AI can help a business with an intelligent solution.
By narrowing, conceptualizing, and finally improving the search results for online shoppers, AI can help the e-commerce business combat with the issue. By using machine learning, a sub-field of AI, websites, and apps can include visual search elements that see the world as customers do. It can help the business to design and develop a customer-centric experience by using advanced image and video recognition technologies.
This way, e-commerce businesses can make sure good customer retention rates.
2. Chatbot Experiences
Have you ever experienced the customer care services of a business? How do you feel when your call is on hold and you have to wait for countless minutes before you connect to the human agent? Annoyed, right? You might then try to reach the business via unlimited emails hoping for a revert, which generally takes a minimum of 48 hours. Such niggles result in bad user experience. Due to this, Human Powered Live Chat and Artificial chatbots are gaining momentum to advance client service
chatbots are a computer program created to conduct conversations through auditory or textual methods to automate communication and create personalized customer experiences.
With the help of chatbots, the businesses can give the customers with literally 24x7 customer service along with personalized recommendations.
3. Identify the target audience
AI also makes the lead generation ability of e-commerce businesses easy. AI solutions for marketing, sales, and CRM can help the business in predictive marketing. AI helps the marketers meet the demands of the customer by providing real-time services and solutions over the queries. With AI, a business also gets forecasting capabilities by calculating customer purchases probability.
4.Conversational Platforms
AI provides conversational platforms such as Amazon Echo or Google Home that allows shoppers to carry on a task. With the help of Artificial Intelligence technologies like Natural Language Understanding, shoppers can speak to a robotic machine to receive answers to queries about items.
5. The Virtual Mirrors Experience
It is an engineered entity residing in software that connects with the connection to communicate with a human humanly. With the help of Artificial Intelligence, shoppers can virtually "try on" clothing to have an idea of what the clothing would seem like in various colors. For example, Lenskart offers real-time mirrors for the shoppers to try on different specs on-screen, giving them an idea of how they will look like those specs in real.
Therefore, Artificial Intelligence gives a benefit to e-commerce businesses to improve the user experience with virtual mirrors.
6. Gesture Recognition
Artificial Intelligence improves the shopping experience by translating specific gestures into commands such that the consumers can find the exact product they are looking for.
7. Improved recommendations for shoppers
With the help of Artificial Intelligence solutions, brands efficiently collect and scan huge amounts of results to predict customer behavior and give relevant and useful recommendations to all the shoppers. This way, Artificial Intelligence plays a crucial role in providing a "personalized shopping experience" for customers.
8. Quality Product Descriptions
It can be time-consuming and costly to prepare proper and SEO-friendly descriptions for all the items. Artificial Intelligence helps in combating such a time taking activity by scrutinizing chief features to design modified product descriptions and create quality product descriptions without human intelligence.
CONCLUSION
Artificial Intelligence and Machine Learning are providing shoppers with extraordinary user experiences. Today, the e-commerce business is booming and, more and more customers are adapting to this trend of online shopping. In such a golden scenario, Artificial Intelligence plays a really important role in perceiving the shoppers' buying behavior for creating personalized experiences. If you have an e-commerce business, get in contact with the best E-Commerce Web Design Company Delhi provider at a competitive price. For competing with e-commerce giants like Amazon, businesses should adopt AI and inculcate Artificial Intelligence in their business processes as soon as possible.
Do you need AI based service for your business ? Contact Webgen Technologies today.
Address: 507A, 5th Floor, PS Aviator Building, Chinar park, Kolkata: 700136
Contact Us: +91 33 46036949 / 9563432295 / 9903017973
Website: https://www.webgentechnologies.com/
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https://eitpl.in/chatbot
Eitpl is a leading Ai Based Chatbot Software Development Services, Company in Kolkata, provides ai based chat bots, content moderation for chatbots and conversational platform, bots, project, in python in Kolkata.
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