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Browse the newest AI tools published on ToolNavs and discover emerging products and services.

PageOn.ai PageOn.ai It is suitable for creators, marketing teams, educators, consultants and people who need to quickly produce visual materials. Common uses include turning TED or course videos into presentation pages, creating brand reports or event visual materials, and quickly generating social media infographics. When using it, note that visual pages require manual inspection of data, typography and copyright materials. When displaying to customers or in the classroom, sources and factual verification should be supplemented. The page provides login and price entry, which is suitable for testing the generation style with a small number of items first. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Packfiles Packfiles is a GitHub migration and configuration management tool mainly used to help enterprises plan and migrate code bases, teams and configurations such as Azure DevOps and Bitbucket Server, and accelerate migration tasks through Warp for Copilot. It is suitable for enterprise development platform teams, DevOps engineers, GitHub administrators and organizations that need to migrate code assets on a large scale. Common uses include unified migration of enterprises to GitHub, sorting out warehouses, teams and rights configurations, and reducing duplication during large-scale migrations. When using it, note that code migration involves permissions, history, CI/CD and security policies. Pilot warehouses and rollback plans should be made before formal migration. The page shows that starting from 100 free migrations, enterprise solutions can be billed per box or project. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Pablooo.club Pablooo.club is an AI screenshot library and product design benchmark tool. It is mainly used to provide mobile, desktop and web product screenshot libraries, and supports retrieval around interfaces, processes and screen types. It is suitable for product designers, product managers, researchers and people who need to make reference to competing product interfaces. Common uses include viewing similar product interfaces before designing new functions, finding reference cases for mobile processes, and organizing competing product screens and user paths. When using it, it should be noted that the screenshot case can only be used as a reference and cannot be directly copied from other product designs. When involving commercial projects, you still have to combine your own brand, user and usability testing. The page emphasizes a free screenshot library, which is suitable for use during the design and research stage. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Oxolo Oxolo is an AI construction site recording and reporting tool that is mainly used to automatically organize construction site voice, photo or video recordings into structured reports, tasks and change orders. It is suitable for construction teams, site managers, project leaders and people who need to digitally record the progress of the construction site. Common uses include generating construction reports after on-site inspections, converting verbal questions into tasks or change records, and reducing the manual collation time of engineering records. When using, it should be noted that construction documents will affect the contract and liability identification, and key facts, time, place and responsible person must be reviewed by project personnel. The page provides a free start entry, which is suitable for trying out in a single project first. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OwlityAI OwlityAI is an AI software quality testing platform that is mainly used to understand application interfaces through computer vision, automatically design tests, build automated processes, and discover defects. It is suitable for software teams, QA leaders, product teams and companies that need to reduce manual testing costs. Common uses include performing regression testing before going online, reducing duplication of manual QA work, and supplementing automated testing coverage for rapidly iterating products. When using it, note that autonomous testing cannot cover all business rules and boundary conditions. Complex authority, payment, compliance and core transaction processes still require manual QA to develop acceptance criteria. The page provides free trial and demonstration entrances, which is suitable for first verification with non-core applications. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Owlead Owlead is an AI social media growth and X operations tool. It is mainly used to analyze account positioning and give action suggestions on who to follow, who to close, what content to post, and which conversations to join every day. It is suitable for X creators, personal brands, social media operations, startups and people who need to continue to grow their audience. Common uses include formulating daily operating actions for X accounts, finding more relevant potential followers, and participating in appropriate conversations based on AI recommendations. When using it, pay attention to the fact that the growth of social media needs to abide by platform rules, and recommendation actions cannot be used as the basis for batch brushing or harassing users. Content quality and authentic interaction remain the most important. Free trials are available. For official use, you need to choose a package based on your account and function. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Ovi AI Ovi AI is an AI video generation platform that is mainly used to generate video content with physical motion and synchronized audio based on text or picture prompts. It is suitable for Short Video creators, marketing teams, designers, and people who need to quickly draft videos. Common uses include making video drafts for marketing activities, turning product or story concepts into dynamic pictures, and quickly testing different shots and style directions. When using it, it should be noted that the authenticity of the picture, portraits, music and commercial authorization still need to be checked to generate videos. Important release materials should be manually edited and reviewed. The page display can be generated for free and does not require registration, and a single model will consume credits. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Overhyped AI Overhyped AI is a voice agent used by AI products to successfully communicate with customers. It is mainly used to use voice agents to guide new users to get started with the product, understand key functions, and reach the first value moment faster. It is suitable for SaaS customer success teams, product growth teams, user operations, and companies that require onboarding at scale. Common uses include product guidance after new customers log in for the first time, reducing the probability of users getting stuck in critical setup steps, and providing continuous product adoption assistance for customer success teams. When using it, it should be noted that voice agents are suitable for standardized guidance and should not replace exclusive implementation, contract communication or sensitive issue handling for complex customers. Before going online, manual rules and speech boundaries must be designed. The page provides free trial and appointment demonstration entrances, and the form records show a monthly payment plan. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Overchat AI Overchat AI is a multi-model AI chat and creation application mainly used to integrate GPT, Claude, Gemini, DeepSeek, Grok, Mistral, as well as image, video, writing and Detection Tools on web pages, mobile and upcoming desktops. It is suitable for ordinary users and creators who need an entrance to complete chatting, writing, image generation, video generation and learning assistance. Common uses include comparing answers from different models in one application, daily writing, summary and creative generation, and quickly calling pictures or video generation tool. When using it, it should be noted that the functional coverage is very wide, but the quality, quota, and privacy boundaries of different models and tools may vary. Important content still requires manual verification. The form records show that there are 4 free messages per day, and the payment starts at approximately US$4.99 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Outtloud Outtloud is an AI document reading and audio summary tool, mainly used to convert text or documents into natural speech, and generate audio content that can be listened to at any time, suitable for turning reading materials into listening processes. It is suitable for students, commuters, researchers, long text readers and those who need accessibility. Common uses include listening to papers, presentations or course materials while commuting, converting long texts into audio for review, and providing an alternative for visually impaired or stressed users. Note that auto-reciting and abstracts may leave out details. Study, legal or working papers should be kept in their original language and key conclusions should be verified back in the original language. A 3-day free trial is provided, and the form records show that the annual payment starts at approximately US$8/month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OutlierKit OutlierKit is an AI YouTube competitor analysis tool that is mainly used to analyze a large amount of channel and video data to find videos that perform exceptionally well, low-competitive keywords and replicable content patterns. It is suitable for YouTube creators, channel operators, content marketing teams and video SEO practitioners. Common uses include formulating topic selection directions for new channels, reviewing competing recently popular videos, and finding easier keywords for YouTube SEO. When using it, it should be noted that competing product data can only provide direction, and there is no guarantee that you can obtain the same amount of playback by copying similar topics. Content quality, audience targeting and release time remain critical. The form records show that there are 10 free points, and the payment starts at approximately US$19/month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OutfitAI OutfitAI is an AI wear generation and virtual try-on platform. It is mainly used to select female, male or custom styles after uploading personal photos to generate different clothing combinations and front-to-back comparison effects. It is suitable for fashion enthusiasts, social media creators, e-commerce operators and people who want to try out new looks. Common uses include trying out dating, business, leisure or vacation styles, finding inspiration for personal avatars, social media content or product visuals, and purchasing clothes. Preview the approximate matching effect before you buy clothes. When using it, it should be noted that the generated image is only a visual reference and cannot guarantee the true clothing size, layout and fabric performance. You should also pay attention to privacy and authorization when uploading portraits. The form records show that there is a small amount of free photo credits, and the payment starts from about US$1/month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Outfit Changer Outfit Changer is an AI clothing replacement and virtual try-on tool. It is mainly used to replace clothing in user photos with different styles using conditional diffusion models, supporting virtual try-on, face changes, history records and multiple generation model entrances. It is suitable for fashion content creators, e-commerce sellers, stylists and individual users who want to preview the dressing effects. Common uses include previewing the upper body effects of clothing, generating different dressing versions for fashion content, and e-commerce sellers testing product display directions. When using, it should be noted that photos of people should come from themselves or authorized objects. The generated effect cannot replace the true size, fabric texture and real shots of products. The page provides a free start entry. For heavy use, points, download and commercial rights need to be confirmed. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Outfindo Outfindo is an AI shopping guide Q & A and product data enhancement platform. It is mainly used to guide customers to find suitable products through interactive questions, while simultaneously combining product data enhancement and purchase decision insights to improve the e-commerce selection process. It is suitable for e-commerce teams, retail brands, product operations and online stores that want to reduce screening costs. Common uses include providing shopping guides for complex categories such as skiing, electronics, and furniture, reducing users from getting lost in a large number of SKUs, and embedding question-and-answer recommendations into products. List or landing page. Pay attention when using it. The recommendation effect depends on the quality of product data and the design of the problem. Before going online, test different user paths to avoid directing customers to inappropriate products. A free 30-day trial is available, and the form records show the fee is approximately € 99/month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Outboundly.ai Outboundly.ai is an AI cold mail outreach and sales automation platform. It is mainly used to put AI mail sequences, mailbox preheating, audience building, mail copy generation, dispatch rotation and dynamic fields in the same outreach system. It is suitable for sales teams, demand generation teams, agents and B2B companies that need large-scale cold mail access. Common uses include launching cold mail activities for new markets, agents managing the outreach process of multiple customers, and grouping potential customers. Generate different email versions. When using it, you should be aware that cold mail must comply with anti-spam, unsubscription, privacy and platform rules. AI copywriting should also be manually checked to avoid exaggerated commitments or inappropriate personalization. A free 7-day trial is available, and the form records show that fees start at approximately US$29/month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Outafit Outafit is an AI dressing scoring and clothing suggestion tool. It is mainly used for users to upload 2-5 sets of dressing photos and select dating, interview, party, leisure and other scenarios to obtain ratings, rankings, advantages and disadvantages, and improvement suggestions. It is suitable for people who are preparing for interviews, dates, parties, taking photos or wanting to compare different clothes. Common uses include comparing formal clothes before an interview, choosing a more suitable suit before a date or party, and getting improvement suggestions based on existing photos. Pay attention when using it. Aesthetic suggestions are subjective, and AI cannot fully understand culture, occasion etiquette and personal comfort. Be cautious when uploading photos involving privacy. The table records show that there are 5 free points, which is suitable to test first whether the scoring suits your style. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OtterQuant OtterQuant is an AI financial market intelligence and natural language screening tool that is mainly used to integrate real-time reports, Reddit tracking, earnings conference call minutes, Congressman transaction disclosures, news, natural language screening and market data. It is suitable for individual investors, researchers, trading learners and people who need to track U.S. stock information. Common uses include quickly understanding recent information about a stock, proposing filtering conditions in natural language, and compiling portfolio related data into reports. Be aware when using it, it provides research assistance and does not constitute investment advice. Market data may be delayed, and risks, prices and personal affordability should be checked by yourself before trading. The free plan includes core market data and weekly AI usage quotas, and Pro is approximately US$16.99 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Osum Osum is an AI competition research and business analysis tool that is mainly used to generate detailed competition research, SWOT analysis and business insight reports for enterprises, products or markets, helping teams understand competing products and market structure more quickly. It is suitable for entrepreneurs, market researchers, consultants, product managers and brand strategy teams. Common uses include researching competing products and market opportunities before starting a business, preparing industry scans for customer projects, and comparing similar solutions before product iteration. When using it, it should be noted that AI reports are suitable as a starting point for research and cannot replace first-hand interviews, financial data verification and professional due diligence. Sources should be cross-verified before important decisions are made. The form records show that 3 reports were tried for free, starting at approximately US$119.99 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Oscar Stories Oscar Stories is an AI children's bedtime story and learning content generator. It is mainly used to make children the protagonist of the story, combine roles, occupations and interests to generate personalized bedtime stories. It also provides learning applications with financial literacy, science and nature themes. It is suitable for parents, teachers, children's reading promoters and people who want to do parent-child reading content. Common uses include generating unique stories for children before going to bed, using stories to explain science, nature or money concepts, and making parent-child reading closer to children's interests. When using it, attention should be paid to the fact that children's content requires parents to read it first and judge its age appropriateness, especially topics related to values, fear elements and consumption concepts. The page displays application downloads and limited free content. Specific subscriptions are subject to the display in the application. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Orum Orum is an AI sales dialing and call coaching platform. It is mainly used to combine smart dialing, sales site collaboration, call coaching and Orum AI training based on a large amount of sales call data to help sales teams improve connection rates and review quality. It is suitable for SDR teams, sales executives, B2B sales organizations and teams that require high-frequency outbound calls. Common uses include bulk outbound calls to potential customers, sales managers checking the quality of team calls, and allowing remote sales teams to maintain a collaborative atmosphere. Be aware when using it, that outbound calls must comply with local telemarketing, recorded notification and privacy regulations. AI coaching suggestions also need to be adjusted based on industry and customer conditions. The form records show that there is a free dialing line, and the payment starts at approximately US$250 per month and is usually billed annually. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Ortto Ortto is an AI marketing automation and customer data platform that is mainly used to combine customer data, journey scheduling, email, SMS, push, forms, on-site messages, analysis and support functions into one marketing platform. It is suitable for SaaS companies, e-commerce brands, growth teams, customer operations and marketing teams that need unified customer communication. Common uses include designing new user activation and retention journeys, using customer behavior data for clustering and message triggering, unified marketing, support and Analyze the team's customer view. Be aware when using it. Ortto is more suitable for teams with existing customer data and multi-channel access needs. Small teams should first sort out the data sources, permissions and message frequency before getting started. A 14-day free trial is provided. The table records show that the starting price is higher, which is more preferred for mature teams. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Orphiq Orphiq is an AI music distribution strategy and artist management tool. It is mainly used to provide artists, agents, labels and agency teams with release timelines, content planning and career strategies, helping break single or album releases into executable tasks. It is suitable for independent musicians, artist managers, record labels, music marketing agencies and creative teams. Common uses include planning every step of the single from warm-up to launch, migrating release promotion from chats and notes to the timeline, and preparing tasks and copywriting directions for music content calendars. When using it, note that AI strategies cannot replace artist positioning, real fan feedback and platform data review. Publishing budgets, copyright and publicity cooperation still require manual decision-making. The page provides a free start entry, and the form records show limited AI conversations and payment plans. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Origami Origami is an AI sales lead discovery and customer extension platform. It is mainly used to search more than 50 sources in real time based on ideal customer descriptions, including Google Maps, LinkedIn, recruitment websites and company websites, to find buyer leads that are difficult to cover in traditional databases. It is suitable for B2B sales, growth teams, agents and startups that need to find niche customers. Common uses include finding target companies in a vertical industry, preparing potential customer lists for cold mail or outbound calls, and completing existing CRMs. Missing company information. When using it, you should pay attention to the fact that the data of users still needs to be manually verified, and privacy, anti-spam and platform rules must also be adhered to when using email, social media or public information. The page provides a free trial and no credit card is required, making it suitable to first verify the target customer description to see if available clues can be found. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OrangeLabs OrangeLabs is an AI data visualization and document intelligence platform that is mainly used to allow users to talk to data, generate charts, insights and controllable visual designs, and provide code-free data visualization and document intelligence capabilities. It is suitable for business analysts, operations teams, product managers and non-technical users who need to quickly interpret data. Common uses include quickly producing business reports and data charts, turning customer or project data into presentation material, extracting structured information from documents and analyzing it. When using it, it should be noted that the data fields, caliber and source need to be confirmed by the user first. Before releasing charts to the outside world, check whether statistical methods and styles will mislead readers. The form records show that there is a 7-day free trial of the entry plan, starting at approximately US$12 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Orai Orai is an AI speech practice and spoken feedback tool that is mainly used to allow users to practice speaking, presenting and reporting privately, and get instant feedback on expression, speed, clarity and direction for improvement. It is suitable for professionals, students, sales, managers and people who want to improve public expression. Common uses include pre-interview, roadshow or classroom presentation exercises, preparing sales presentations or management reports, and improving oral expression and confidence in the long term. Pay attention when using it. AI feedback is more suitable for training expression habits and cannot completely replace real audience feedback, professional coaches or content expert reviews. A free 7-day trial is available, and the form records show that fees start at approximately US$10 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Optimyzee Optimyzee is an AI Google Ads management and optimization platform that is mainly used to help users create cost-controllable Google search advertising campaigns from scratch, and structure and adjust advertising campaigns like PPC experts. It is suitable for PPC specialists, agencies, small business marketers, and teams who need to manage Google Ads. Common uses include quickly building search advertising account structures for new businesses, agencies managing multiple customer advertising campaigns at the same time, and small teams lack senior PPC personnel. Get auxiliary advice. When using it, you should note that advertising accounts still require manual budget setting, conversion tracking, landing page and compliance review. AI recommendations cannot replace the release of data review. The page shows that you can start for free and no credit card is required, and the form records show a free trial for 14 days. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Optimo Optimo is an AI marketing copywriting and SEO tool suite that is mainly used to provide Instagram titles, blog titles, keyword clustering, content briefings, Facebook ads, emails and video-related marketing task generation. It is suitable for SEO practitioners, content marketers, social media operations, freelancers and small business marketing teams. Common uses include preparing titles and content frames for blogs or landing pages, generating draft social media posts and advertising copytexts, and doing keyword clustering or content planning. When using it, pay attention to the fact that the generated content needs to be revised based on the brand tone, factual information and compliance requirements. The first draft cannot be directly regarded as the final marketing content. The page displays a free tool entry, and a form record shows daily request limits and payment plans. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OptimizerAI OptimizerAI is an AI sound generation tool mainly used to generate high-quality sound effects through text prompts. It is suitable for games, animations, Short Video, advertisements and creative projects. It is suitable for game developers, video creators, animators, advertising designers and people who need to quickly find sound effects. Common uses include complementing interactive sound effects for game prototypes, customizing sound for Short Video and ads, and quickly testing different styles of environmental sound. Pay attention when using it. When generating sound effects for commercial projects, the authorization terms and download format should be confirmed; caution should be exercised when involving brand sound or real sound imitation. The page provides an entrance for free sound production. For heavy production and commercial needs, you need to check the paid plan. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OptimizeMyWebsite.ai OptimizeMyWebsite.ai is an AI website conversion rate audit tool. It is mainly used to scan the page from a desktop or mobile perspective after entering the website address, point out problems that hinder sales, registration or conversion, and give actionable suggestions. It is suitable for growth marketers, independent site sellers, landing page operators, and teams that need to quickly investigate conversion issues. Common uses include checking landing pages before advertising is placed, troubleshooting reasons for cancellations in the checkout process, and conducting quick CRO audits of mobile pages. Pay attention to when using it. AI audit can provide direction, but real transformation also requires A/B testing, data embedding points and user behavior analysis and verification. The page provides a free scanning entry, which is suitable for testing one or two key pages first. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. OpnForm OpnForm is an open source online form building platform that is mainly used to allow users to quickly create contact forms, surveys, registration forms and embedded forms. It provides unlimited forms, fields and replies, and supports AI form building capabilities. It is suitable for entrepreneurs, developers, operators, community organizations and teams that need to collect and submit content for free. Common uses include creating contact forms or event registration forms, doing user research and internal application collection, and embedding forms into websites or product pages. Be aware when using it. The free amount is generous, but premium privileges, branding, team collaboration or integration capabilities may require a paid plan. Form records show that there is an unlimited free plan, with payments starting at approximately $16 per month. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Opinion Stage Opinion Stage is an interactive content and forms marketing platform that helps teams create interactive quizzes, polls, surveys, forms, assessments, and calculators to get feedback, collect clues, and recommend products. It is suitable for marketers, publishers, creators, service providers, startups and corporate teams. Common uses include using quizzes to collect potential customer information, using surveys to understand user feedback, and guiding purchasing decisions through product recommendation questions and answers. When using it, it should be noted that the quality of interactive content depends on the topic design and the way the data is used. When collecting personal information, it must be clearly informed of the purpose and comply with privacy requirements. The page shows that you can start for free and no credit card is required. It is suitable for using a template to verify the conversion effect first. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process. Opic.ai Opic.ai is an AI event photo identification and sharing platform. It is mainly used to allow participants to find their own photos through selfies after uploading event photos, and supports download, access rights and group management. It is suitable for event photographers, wedding teams, school events, corporate event organizers and photo delivery service providers. Common uses include distributing photos after weddings, meetings, events or campus events, allowing participants to find their own photos on their own, and adding a more convenient search process for photo delivery. When using it, it should be noted that Face Recognition involves portraits and privacy, and activity parties should inform participants in advance and manage access rights. Unauthorized photos are not suitable for public sharing. The table records show that 5GB of free storage is provided, and more activities and storage needs need to check the package. It is recommended to use one or two low-risk tasks to test input materials, output quality, manual modification amount and final adoption ratio before deciding whether to put them into a fixed process.