Tag: automation

Nextbrowser is an AI-powered browser primarily serving the sales and marketing field. Its core technology is the use of cloud-driven AI intelligent agents, which can automatically complete various browser operations according to user instructions and realize automated execution of tasks. The importance of this product is that it greatly improves the productivity of sales and marketing staff and reduces manual time and errors. Key benefits include the ability to run browser workflows from any location, support for on-the-fly or scheduled automated tasks, scalability, geographic control capabilities, and flexible usage scenarios. In terms of product background, with the development of digital marketing, sales and marketing personnel are faced with a large number of repetitive and tedious tasks, and Nextbrowser came into being to solve these pain points. In terms of price, the page provides a free trial option. Product positioning is a professional's right-hand man in sales and marketing efforts.

StreamGen is an AI-powered clip generator and clip editing platform that automatically finds viral moments from Twitch live streams and turns them into compelling YouTube Shorts, TikTok videos, and social media content.

Creao.ai is a platform for building custom AI applications and assistants without coding. It can build complete applications through voice description, has powerful AI assistant and automation capabilities, and has built-in database and hosting services.

The new website is a platform that uses artificial intelligence to build websites, builds websites through AI chat, adds forms, content and media, and provides CMS, automation and other functions. The platform is dedicated to simplifying the website building process and improving user experience.

AiNiee is an efficient AI translation tool designed for complex and long texts such as games, books, subtitles and documents. It provides one-click automatic translation function, supports multiple formats, and can configure different translation interfaces through an easy interface. This tool is designed to save time and effort, allowing users to obtain high-quality translations in a short time. AiNiee's market positioning is to provide a fast and convenient solution for developers, translators and users who need to translate long texts. This tool is based on an open source protocol and has a certain degree of flexibility and scalability in use.

Pipedrive is a sales CRM platform that provides sales automation, lead management, insight analysis and other functions. Its main advantages include visualization, customer relationship management, sales automation, etc., and is positioned to help teams improve sales performance.

Runable is a general-purpose automation agent capable of simulating a variety of digital tasks performed by humans on computers. It has a high degree of flexibility and customization capabilities, which can save users a lot of time and energy.

Dhisana AI is an intelligent automation tool that automates workflow through intelligent agents to drive sales growth. It provides comprehensive solutions from potential customer discovery to after-sales success, helping teams to automate operations efficiently.

Octayne PSA is a time management app designed for Chapter 11 professionals that integrates time tracking, expense management, and billing to increase efficiency, shorten invoicing cycles, and drive revenue through more focused, profitable work.

RichlyAI Hub is a platform that integrates various AI tools and resources to help users increase productivity and creativity. Its main advantage is that it provides free AI solutions, as well as a user-friendly interface and wide feature coverage.

Deforge is an AI agent building tool that helps users create, connect and deploy AI agents through an intuitive node-based interface, from simple automation to blockchain integration, without writing any code. Its main advantages lie in its user-friendly interface, simplified AI agent construction process, and reduced technical threshold.

The SMS City is a messaging automation platform that turns WhatsApp and SMS into a command center for your entire business operations. The platform transforms the way you engage with your customers through automation, seamless e-commerce integration, and powerful marketing tools.

Stormy AI is an AI agent-driven influencer marketing platform that utilizes advanced AI technology to engage in comprehensive influencer discovery, promotion and campaign management. The platform provides automated promotion services by matching your brand with the right creators through natural language.

Dabe is a free AI agent tool that helps users automate workflows. It is able to run tasks in more than 250 applications without coding and can be automated by simply describing your needs, saving users a lot of time and effort.

MuleRun is an AI agent marketplace where users can find and run problem-solving AI agents. This product provides a quick and easy solution to help users automate tasks.

ClackyAI is a revolutionary AI coding tool that uses AI agents to drive coding and automate the process from issue to PR. It can greatly improve development efficiency, ensure code quality, and minimize manual intervention. The product is positioned to improve the productivity and efficiency of the development team and provide an excellent collaboration experience.

Expertise.ai is an AI-driven business solution that uses artificial intelligence technology to achieve automation, analysis and optimization, helping companies improve efficiency and create more business opportunities.

SpotBOI is a B2B social media automation platform that helps companies enhance their online brand image, save time, and improve social media management efficiency by intelligently generating content calendars, creating eye-catching posts, and efficiently scheduling releases.

AutoForm is an automated data entry tool that uses AI agents to eliminate manual data entry. It instantly converts messy PDFs, spreadsheets, websites, etc. into clean, structured data that can be easily downloaded, interacted with, or used to automatically fill in any form. The main benefits of this tool include saving time, reducing errors, automating workflows, and more.

SalesRender is a CRM software designed for online sales. It helps users improve sales performance through functions such as call management, automated processes, and operator monitoring. Key benefits of the product include flexible automation triggers, multi-channel communication tools, smart AI call center auditing, and more. Positioned to provide professional support for online stores, call centers and CPA networks.

NTRVSTA is a product that uses AI technology to automate interviews. Through fully automated real-time AI interviews, it solves the scheduling and time consumption problems in the traditional interview process. It can help companies quickly screen suitable candidates and improve recruitment efficiency.

StackGen's autonomous infrastructure platform generates and manages cloud infrastructure through 7 AI agents, greatly improving efficiency. Its main benefits include automated builds, intelligent management, quick fixes, and performance optimization. StackGen is positioned at enterprise-level customers with customized prices.

NexaVoxa is an intelligent AI voice agent product designed to optimize the sales process, automate scheduling and improve customer support experience. Key benefits include natural conversations, multi-language support, and enterprise-grade scalability.

Whappy is a WhatsApp automation tool integrated with intelligent AI that achieves lead conversion and appointment scheduling through intelligent conversation management. Its main advantages include efficient automation, intelligent identification of potential customers, and improved sales efficiency. The product is positioned to improve corporate sales efficiency and customer service levels.

Daili Code is an open source command-line AI tool that is compatible with multiple large language models and can connect to your tools, understand code, and accelerate workflows. It supports multiple LLM providers, provides powerful automation and multi-modal capabilities, and is suitable for developers and technicians.

Stakpak is an open source AI DevOps agent that helps you quickly identify root causes, optimize cloud costs, strengthen IAM security, automatically containerize applications, and provide a powerful production-ready infrastructure. It is designed to simplify operations and development workflows, supports CI/CD pipelines and cloud environments, and provides high security and intelligent adaptive recommendations.

Palmier is an autonomous AI software engineering assistant that can handle multiple tasks simultaneously, including writing features, fixing bugs, and accelerating development. Its key benefits include smart code generation and review features to help developers be more productive.

Bennu AI is an automated AI agent that handles operations, deploys code, and fixes errors while letting you focus on development. Its main advantage lies in automating operation and maintenance tasks to achieve zero downtime, CI/CD automation, real-time security scanning and other functions.

GPT Agent is a new AI system launched by OpenAI that can actively perform complex tasks and complete various tasks through a virtual computer environment. Its unique feature is that it integrates browser terminals, API access and other tools, and can handle data analysis, website interaction and multi-source information synthesis.

Quick Hub is a solution designed to help small businesses automate their marketing efforts. It allows users to easily automate marketing through AI social media, customer interaction and promotional workflows. Its main advantages include fully automated marketing processes, real-time ROI tracking, intelligent audience segmentation, unified information center, AI content creation and other functions. Flexible pricing and positioned to meet the marketing automation needs of small and medium-sized businesses.

12306 MCP Server is a high-performance train ticket query back-end system based on Model Context Protocol (MCP). It provides functions such as real-time remaining ticket query, station information and transfer plans, and is suitable for integration with AI/automated assistants. The main advantages of this system are its fast response and easy integration. The standardized interfaces it supports make it a powerful data aggregation tool, suitable for scenarios where efficient query of train tickets is required. The product is free and open source, suitable for developers and enterprises.

FireGEO is an open source SaaS starter designed to quickly build apps with authentication, billing, AI chat, and brand monitoring capabilities. It is based on Next.js 15, TypeScript and PostgreSQL and is suitable for developers who need to quickly deploy SaaS services. The product emphasizes zero-configuration setup and automated installation processes to help developers save time and effort. The product is available through GitHub, is suitable for individual developers and startups, and has high flexibility and scalability.

Scriptbee is a marketing platform run by AI agents that delivers enterprise-grade results with human supervision at 70% less cost than traditional tools. It manages the entire marketing function, with dedicated AI agents working around the clock and continuously delivering efficiency and scalable growth.

Rotageek automatic scheduling software uses artificial intelligence technology to help companies automate employee scheduling, simplify legal compliance requirements, and improve work efficiency. The main benefits of this software include saving time, reducing costs, increasing employee satisfaction, etc.

Linked API is a secure LinkedIn API that can be used to control LinkedIn accounts and retrieve data in real time through a single API. Key benefits of the product include flexible automation capabilities, advanced promotional tools and easy data collection capabilities. Behind it is the stability and security of the LinkedIn platform, which is positioned to provide users with efficient LinkedIn data management and usage experience.

AI Chatbot for Websites is a chatbot trained based on website content and files. It can automatically support, collect potential customer information, and interact with visitors 24/7. Its main benefits include automating 90% of requests, increasing sales, smart customer support, and more.

Ground is the leading AI engine for DTC brands that drives revenue growth while sleeping. It is a comprehensive DTC brand AI revenue engine that creates new independent sales channels for brands.

Parsewise is a platform focused on extracting and structuring complex document data, helping professional service teams save time and improve decision-making efficiency. By automating data processing, Parsewise allows users to quickly analyze and report information, making business decisions more reliable and efficient. Its advantages include strong adaptability, high traceability, manual control granularity and completeness, ensuring that every piece of data output comes from accurate documents. In terms of pricing model, Parsewise provides a free trial to facilitate users to experience its powerful functions.

Witfy is an AI-driven social media automation platform that creates authentic, compelling social media content for brands by learning their brand voice and customizing content. Its main advantage is that AI intelligently learns brand characteristics, optimizes content in real time based on the platform, and improves content quality and brand awareness.

Selzy is an email marketing platform that provides AI email builder, batch email sending, automated campaigns, email analysis and more. Its main advantages are user-friendly interface, powerful features and 24/7 expert support. The price is flexible and suitable for small and medium-sized enterprises.

Dafthunk is an automated workflow execution platform that helps users automate various tasks and improve work efficiency through functions such as AI nodes, serverless execution, and real-time monitoring.

Phion is a tool focused on simplifying the programming process. It implements version control, release management, architecture rules and other functions through powerful AI agents, allowing users to focus on creation rather than configuration. The product background stems from continuous improvement and optimization of developer experience.

Glia AI contact center software solutions leverage artificial intelligence technology to enhance the customer experience by automating, assisting and analyzing every digital and voice interaction. Key product benefits include increased efficiency, improved customer satisfaction and cost savings. The software is positioned to provide advanced customer contact solutions for a variety of business sizes and industries.

n8n is a free, source-code-available workflow automation tool that gives technical teams the flexibility of precision code and no-code speed. It is powerful and can be used in many fields such as IT operations, security operations, embedded automation, etc. It is one of the most popular workflow automation platforms in the world.

Runbear is a DIY AI team assistant that helps teams improve work efficiency, achieve automated task processing and intelligent decision-making through seamless integration with various LLM applications.

Crafted™ is an innovative AI startup creating powerful solutions through advanced generative AI tools and agents. The Crafted™ platform is designed to simplify complexity and deliver powerful solutions. Crafted is dedicated to creating powerful solutions for businesses.

Masonry is an excellent AI collaboration platform that can automate workflows, distribute tasks, and improve business productivity. Its seamless AI-powered automation helps you streamline your workflow.

Docyt AI is an intelligent multi-entity accounting software that uses AI technology to automate accounting processes and provide efficient and fast accounting solutions. The software is approved on Capterra and G2.

Vue.ai is an enterprise AI engine focused on business results and AI transformation. It uses a reliable AI orchestration platform to accelerate enterprise launches and achieve rapid returns. Its unique data cleaning, product tagging, content review, customer segmentation, automation, optimization and other functions help enterprises improve efficiency, reduce costs and enhance competitiveness.

OneReach.ai is a platform designed to help organizations orchestrate advanced multi-modal AI agents that enhance employee and customer experiences. It allows users to easily create intelligent digital workers (IDWs) and provides powerful workflow automation capabilities.

Alice Biometrics is a solution for secure and automatic verification of customer identity, based on more than 10 years of development experience, using artificial intelligence technology to quickly verify customer identity. It has the characteristics of automation, quick response, multiple uses and adaptability to various industries.

Ushur is a Customer Experience Automation™ company that uses AI automation technology to increase customer engagement, streamline workflows, enhance services, and enable personalized interactions. Its main advantages include improved efficiency, cost savings, improved customer satisfaction, reduced human errors, etc. Ushur is positioned to provide leading automation solutions to help companies improve customer experience.

Axion Ray is an AI quality management tool that helps engineers automatically detect, investigate and resolve quality issues, discover potential problems in advance and reduce the impact on customers.

Scheduloid is a social media management platform integrated with artificial intelligence capabilities that helps users plan, schedule and automatically publish content, auto-reply across platforms, analyze performance and promote brand growth. The main advantages of this product are to improve work efficiency, increase brand exposure, maintain brand consistency, etc. It is positioned to provide users with a comprehensive social media management solution.

ShopLauncher AI is an AI store building tool that automatically creates comprehensively designed conversion-optimized product pages, helping users quickly build an excellent e-commerce platform. Its main advantages include automatic loading of 10 proven popular products, customized themes, high conversion rates, free high-quality logos, etc. It is positioned to provide a simple and easy-to-use platform for start-up e-commerce users.

Huntr is a tool that helps users quickly create customized resumes and cover letters. It uses AI technology to fill in application forms and automatically organize and manage job search information. It provides AI resume generator, resume checker, job search tracker and other functions to make the job search process more efficient and organized.

Elyspr is a professional digital and artificial intelligence solutions agency specializing in automated attendance systems, custom website development, AI chatbot integration, and business process automation. The main advantage of this product is that it provides intelligent digital solutions that effectively improve corporate efficiency and reduce costs.

AI Teammates is an autonomous AI agent technology that revolutionizes customer service, sales and lead generation. Its main advantages include autonomous intelligence, 24/7 service, multi-channel collaboration, automated solutions, etc., and is positioned to improve productivity and customer satisfaction.

Wabo is a WhatsApp chatbot platform that uses the WhatsApp Business API to help enterprises automate customer interactions, increase response speed, and promote business growth. The main advantages of this technology are to improve customer experience, increase response speed, reduce labor costs, and enhance brand image.

New Copy is an artificial intelligence tool that helps users write more attractive and converting copy. Its main advantage is that it can greatly improve marketing effects and conversion rates, saving time and energy. The background information of this product is that the founding team has rich marketing experience and is positioned to provide effective marketing tools for small and medium-sized enterprises.

Medeo is an AI-powered video editing tool that automatically generates complex videos from simple text descriptions. It uses AI technology to provide automated video processing, which greatly facilitates users' creative expression and is suitable for users who want to quickly produce video content. Medeo supports a variety of functions, allowing users to easily access a rich library of materials and achieve efficient video creation. Pricing provides a free trial option to allow users to experience its powerful functions.

CapMonster cloud service is an efficient verification code solution that uses artificial intelligence technology to solve verification codes, improving cost-effectiveness through stable API, high speed and unparalleled verification code recognition accuracy. It provides two solutions, API and browser plug-in, and is trusted by users around the world.

Giststack is a content engine that uses smart technology to transform users' favorite content into branded social media posts. Its unique feature is that it provides intelligent generation of social media content, saving users time and energy. Giststack is positioned to help users improve their personal brand influence while maintaining the diversity and timeliness of content.

Propoliskey is an automated QA tool that uses intelligent agents to simulate real user operations, learn how to use products through exploration, and discover and report errors and suggestions. Its main benefits include saving time, improving user experience, reducing costs, providing data-driven insights, and more.

Magentic-UI is a research prototype based on a multi-agent system that allows users to browse the web and automate tasks through a transparent and controllable interface. Its main advantage is that it can improve the efficiency of human-computer interaction while providing users with control over the automated process. This product is suitable for users who need to perform complex tasks on the network. It supports multiple operations and custom settings.

Dropflow is a tool that can extract data from forwarded emails and send it to Slack, Trello, Google Sheets, Notion, or your own API. It can help users automate the mailbox processing process and improve work efficiency.

Scrapybara provides developers with a unified API to execute agents for any model and access low-level controls such as the browser, file system, and code sandbox. It handles automatic scaling, authentication, and system environments, enabling anyone to deploy agent fleets into production and automate any free-form computing task at scale.

Vetzi.io is an automated documentation tool designed specifically for veterinary clinics that can help them save time and improve patient care efficiency. The tool features a variety of templates, automatically generates clinical notes and emails, supports the import of existing care instructions, and is data safe and GDPR compliant.

The product is a Python script that leverages the Gemini API to fetch and summarize research papers from arXiv. It helps researchers, students, and enthusiasts quickly extract key information, saving time from reading lengthy literature. This tool is not only suitable for individual users, but can also automate daily literature searches and improve research efficiency. The product is available free of charge and is easy to install and configure.

GetInvoice is a software that uses AI technology to automatically process invoices and receipts. It extracts invoice and receipt information from email and website portals quickly and accurately, saving users time and effort.

Picsman is an AI-driven online photo editor designed for e-commerce and individual users. It provides background removal, object removal, photo enhancement and other functions, aiming to improve the efficiency and quality of image processing. This tool is favored by users for its simple and easy-to-use interface and powerful functions, and is suitable for all types of users who need to edit pictures quickly. Picsman's pricing strategy is mainly based on free trials, which allows users to experience its core functions and then carry out deeper applications.

Mendel uses AI to optimize workflow, automate code reviews, track team performance, and improve deployment efficiency. It provides developers with a faster and more secure way to deliver code.

Lovart is a revolutionary AI design agent that turns creative prompts into artwork, supporting a variety of design needs from storyboards to brand visuals. Its importance lies in breaking the traditional design process, saving time and enhancing creative inspiration. Lovart is currently in beta, and users can join the waiting list to experience the fun of design at any time.

PulpMiner is a tool that can convert any web page data into a structured real-time JSON API. It eliminates the tedious work of data extraction and API building, providing an AI-driven real-time API with flexible pricing and instant setup.

Scottie is a powerful AI agent building tool that helps users build AI agents that can work across different channels in seconds to automate customer interactions. Its main advantages include rapid construction, no coding required, customizable functions, multi-channel support, and is suitable for various business scenarios.

Ciro is an automated lead generation tool that uses AI to scan profiles, identify potential customers, and instantly display contact information. The product is positioned to provide efficient sales development tools.

Flowgenn is an AI-driven automation tool specially built for financial enterprises. It can automate various workflows, extract information from text and images, generate text and support AI assistants, etc. Its main advantages are to improve efficiency, reduce costs, and bring competitive advantages to financial institutions.

Vocea is an AI voice assistant designed for service providers that saves time, reduces missed appointments and provides a better customer experience by automating phone bookings, schedule confirmations and real-time updates. Its main advantages are simplifying the appointment process, avoiding duplicate appointments and providing real-time calendar synchronization.

Pluno for Zendesk is a smart plug-in that helps improve customer satisfaction and simplify upgrade ticket management. It automatically tracks updates, tracks SLAs, and reduces back-and-forth between customer service agents to ensure everyone is on the same page.

Computer Agent is a tool that helps users automate various computer tasks. It can handle a variety of functions from web search to image generation, greatly improving work efficiency. This product is suitable for users who want to save time and energy, especially in situations where repetitive tasks need to be performed frequently. The application is free and provides a simple and intuitive interface suitable for all types of users.

Nutix AI is a platform that allows you to record your screen, upload the recording, and let Nutix generate an AI agent to perform the task. Its main benefits include no coding, versatility, security, and easy operation. Nutix AI is positioned to help users save time and costs and improve work efficiency.

Firecrawl MCP Server is a plug-in that integrates powerful web crawling functions and supports a variety of LLM clients such as Cursor and Claude. It can efficiently crawl, search and extract web content, and provides functions such as automatic retry and traffic limitation, making it suitable for developers and researchers. The product is highly flexible and scalable and can be used for batch crawling and in-depth research.

Excel MCP Server is a server that can operate Excel files without installing Microsoft Excel. Users can create, read and modify Excel workbooks. The main advantages of this tool are its ease of use and flexibility, support for multiple Excel functions, and file operations through AI agents. This product is suitable for users who need to frequently process Excel files, such as data analysts, financial personnel, etc. This tool is open source and developed in Python, making it easy to run locally or on a remote server.

Molku is a tool that helps enterprises automate document conversion and workflow. It can quickly convert PDF, image, CSV, Excel and text files to PDF, simplifying the process.

Vy is an AI-based assistant software that automates tasks and improves productivity without the need to click or memorize shortcut keys. Its main advantages are its high level of intelligence and seamless integration of multiple applications.

Shareyl is a platform that allows developers to quickly launch affiliate programs for their projects. There is no need to implement any additional code, as long as developers use Stripe for payment. Shareyl integration is simple and can be implemented as an afterthought.

Cline is an AI assistant plug-in that can improve software development efficiency. Its main advantages include automatically executing commands, quickly creating files, and seamlessly integrating with various APIs. Cline background information: developer-friendly, easy to use, and flexible customization.

Dump.ai is a marketplace where experts turn their expertise into AI agents and earn income. It enables experts to build, automate and earn AI agents.

Quidget is a no-coding AI assistant platform for building, training and deploying support, sales and automation AI assistants. It can train AI on your content and deploy to your website, app or messaging platform.

BrowseWiz is a highly customizable browser extension that provides access to a wide range of AI models. It's designed to enhance your professional workflow by helping you build and leverage custom AI tools within the browser. Its main advantage is the ability to customize prompts, instructions, and even build intelligent workflows that integrate external services to achieve complex automation.

Claap is an AI sales assistant that provides sales teams with automated tools to help them follow up on deals more efficiently and provide accurate customer insights. By automating CRM updates and one-click follow-up emails, Claap helps sales teams save time and increase deal success rates.

bilive is a tool specially designed for live broadcast recording of Station B. It supports automatic slicing, barrage rendering and subtitle generation. It is compatible with low-configuration devices and is suitable for a wide range of user groups. Its main advantage is that it efficiently processes live content, supports multi-room recording, and can generate high-quality content and cover images to ensure that users can quickly share recording results. It is suitable for individuals and small teams. The product is open source and free to use, and is dedicated to providing convenience to users.

Suna is an open source AI assistant that helps users easily complete research, data analysis and daily challenges through natural conversations. It combines powerful functionality with an intuitive interface to efficiently solve complex problems and automate workflows. Suna's toolkit includes seamless browser automation, file management, website deployment and integration with multiple APIs. It is powerful and flexible, suitable for various user needs.

Strawberry is a smart browser that uses AI technology to help users automate daily workflows, reduce repetitive labor, and allow users to focus more on important tasks. This product is suitable for professionals who need to manage their work efficiently and automate tasks. Regarding pricing, specific information is available on the website.

XcodeBuildMCP is a server that implements the Model Context Protocol (MCP), designed for programmatic interaction with Xcode projects through a standardized interface. The tool eliminates reliance on manual operations and potentially erroneous command line calls, providing developers and AI assistants with an efficient and reliable workflow. It streamlines the development process by allowing AI agents to automatically verify code changes, build projects, and check for errors.

OpenAI Codex is an artificial intelligence-based coding assistant designed to improve developer productivity. It can understand natural language instructions and automatically generate code, making it suitable for developers who need efficient programming and rapid iteration. Codex provides an interactive command line interface that allows users to talk to it directly in the terminal. The product is free to use and is positioned to simplify the development process and improve code quality.

GPT-4.1 is a family of new models that provide significant performance improvements, particularly in encoding, instruction following, and processing long text contexts. Its context window expands to 1 million tokens and performs well in real-world applications, making it suitable for developers to create more efficient applications. This model is relatively low-priced and offers fast response times, making it more efficient when developing and executing complex tasks.

mcp-use is an open source MCP client library designed to help developers connect any large language model (LLM) to MCP tools and build custom agents with tool access without using closed source or application clients. The product provides an easy-to-use API and powerful functions that can be applied in multiple fields.

DeepCoder-14B-Preview is a reinforcement learning-based large-scale language model for code inference capable of handling long contexts with a 60.6% pass rate, suitable for programming tasks and automated code generation. The advantage of this model lies in the innovation of its training method, which provides better performance than other models. It is completely open source and supports a wide range of community applications and research.

MagicColor is an innovative multi-instance sketch coloring framework designed to automate the traditional manual coloring process. Traditional coloring methods are time-consuming and error-prone, but MagicColor significantly improves coloring efficiency and accuracy by introducing technical designs such as self-training strategies, instance guides, and edge loss. The product automatically transforms sketches into vivid color images while maintaining consistency across multiple objects. This technology not only simplifies the process of artistic creation, but also provides an effective solution for multi-instance image generation that requires consistency and accuracy, and is suitable for animation, games and other fields.