Unite.AI 02月09日
10 Best AI Collaboration Tools (February 2025)
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AI技术的蓬勃发展正深刻改变着团队协作的方式。本文介绍了四款利用人工智能简化团队协作的工具:Miro、ClickUp、Monday.com和Teamwork.com。它们通过AI驱动的功能,如自动生成项目计划、总结信息、优化内容等,显著提升了团队的工作效率。Miro利用AI进行头脑风暴和组织,ClickUp的AI“大脑”集成于项目管理,Monday.com的AI助手简化工作流程,Teamwork.com则通过AI内容助手优化客户项目管理。这些工具旨在减少团队在会议、邮件等协作上花费的时间,让人工智能处理日常工作,从而释放更多精力专注于核心任务和深度工作。

💡Miro:通过Miro AI(Miro Assist)增强了白板协作体验,可以根据提示词立即创建思维导图或图表,甚至可以从一系列便利贴自动生成演示文稿,从而大大节省时间。Miro还强调AI的伦理和数据控制,用户可以轻松选择退出AI数据使用,确保数据不被滥用。

🧠ClickUp:作为一个多合一的工作空间,ClickUp集成了项目管理、文档、白板和聊天功能。其AI引擎ClickUp“Brain”可以一键总结冗长的评论或项目更新,自动转录会议记录并提取行动项,甚至可以起草任务描述或创建项目大纲。ClickUp还内置了AI写作助手,可以生成内容或重写文本,并提供快速回复建议,从而加速沟通。

📊Monday.com:作为一个灵活的工作操作系统,Monday.com的AI助手可以自动执行和增强许多工作流程。它能够根据项目目标或简报生成建议的项目计划,辅助撰写邮件或状态更新,并将复杂的更新或项目数据总结成简洁的报告。Monday还推出了公式构建器,允许用户用简单的语言描述需求,AI将生成正确的公式或自动化配方。

✍️Teamwork.com:作为一个专为管理客户项目的团队量身定制的项目管理平台,Teamwork.com在2024年增加了一个内置的AI助手,用作整个应用程序中的写作和创意生成助手。无论是在编写任务描述、撰写项目更新还是起草客户报告,都可以调用AI助手来提供帮助。它由OpenAI的GPT模型提供支持,提供“用AI起草”和“用AI改进”两种模式,可以从头开始创建内容,也可以简化术语、修复语法或总结文本。

AI-powered collaboration tools are essential for productivity today. Prior to the big AI boom, teams spent over 85% of their time each week collaborating (meetings, emails, chat, etc.)​, leaving little time for deep work. 

The following tools use artificial intelligence to streamline teamwork – from summarizing long message threads to auto-generating project plans – so you can focus on what matters. I have included a mix of project management, brainstorming, document, and coding collaboration platforms to give a full view. Each tool breakdown includes how AI enhances its usability, key features, user feedback, and pricing details for easy comparison.

1. Miro – AI-Powered Visual Collaboration



Miro is a popular digital whiteboard platform that teams use for brainstorming, mapping ideas, and workshops. Its new Miro AI (called Miro Assist) supercharges the experience by helping users generate content and organize ideas on the infinite canvas​. For example, Miro’s AI can instantly create mind maps or diagrams from a prompt, and even auto-generate a presentation from a collection of sticky notes​. This means a team can brainstorm ideas, then let the AI turn those into a structured slide deck – a huge time saver. Miro’s AI also helps facilitate sessions by summarizing discussions and grouping related notes, so teams quickly capture insights without manual sorting.

Miro puts a strong emphasis on ethical AI and data control. Team members can easily opt out of AI data usage, and the company follows strict AI principles – testing the AI for biases and ensuring it generates appropriate content​. Practically, this gives users confidence to use features like auto-clustering sticky notes by topic or summarizing a board, knowing their data is not being misused​. By bringing AI into its visual collaboration toolkit, Miro helps teams brainstorm and organize ideas more efficiently, while keeping users in control of their information.

Top Features:

Visit Miro →

2. ClickUp – All-in-One Collaboration with AI “Brain”



ClickUp is an all-in-one workspace that combines project management, documents, whiteboards, and chat. It has a deeply integrated AI engine called ClickUp “Brain” that works across all these features​. This AI acts like a virtual project manager and assistant for your team. For instance, it can summarize long comment threads or project updates with one click​, so nobody has to read through dozens of messages to get the gist. It also auto-transcribes meeting recordings and pulls out action items, generating meeting minutes for you​. You can even ask the AI to draft a task description or create a project outline – it will generate tasks and assign owners based on your prompt, saving managers a ton of setup time​. The result is a unified experience where routine work (status reports, summaries, task generation) is handled by the AI, and the team stays organized and informed.

ClickUp’s AI also includes an AI writing assistant built into docs and notes. This assistant can generate content from scratch or help rewrite your text to fit a certain tone or style guide​. Team members use it to brainstorm ideas (e.g. blog outlines) and even translate content into different languages for localized projects​. In chat conversations, ClickUp’s AI can suggest quick replies or polish a draft message, which speeds up communication​. Essentially, every part of ClickUp – tasks, docs, chats, whiteboards – has an “AI copilot” to help.

Top Features:

Visit ClickUp →

3. Monday.com – Work OS with Generative AI Assistant



Monday.com is a flexible Work Operating System (Work OS) where teams manage projects, tasks, and workflows on customizable boards. Monday has its own AI Assistant to automate and enhance many work processes​. One highlight is Automated Project Planning – you can input a project goal or brief, and Monday’s AI will generate a suggested project plan with tasks and timelines. This feature helps create project boards in minutes instead of hours. The AI can also aid with communication: within Monday’s CRM and update threads, it can compose and rephrase emails or status updates for you​, ensuring your messages are clear and saving you from writer’s block. Additionally, Monday’s AI can summarize complex updates or project data into a concise report with action items​. Rather than reading through long progress notes, managers can rely on these summaries to see what’s important and what needs attention.

Another powerful aspect of Monday’s AI is the formula and automation assistance. Monday announced a Formula Builder where you can simply describe what you need (for example, “alert the sales rep 3 days before a deadline if status is ‘stuck’”) and the AI will generate the correct formula or automation recipe to implement that rule​. This lowers the technical barrier for creating complex board workflows. Monday is also encouraging an ecosystem of AI apps on its platform – it opened up the AI framework so that third-party developers (and Monday itself) can build specialized AI integrations that users can plug into their boards​. This means the capabilities of its AI Assistant can continuously expand. 

Top Features:

Visit Monday →

4. Teamwork.com – Client Work Management with AI Content Assistant



Teamwork.com is a project management platform tailored for teams that manage client projects (agencies, professional services, etc.). It has robust features for tracking tasks, time, and collaboration with clients. In 2024, Teamwork added a built-in AI Assistant that functions as a writing and idea-generation aide across the app​. Wherever you have a text field in Teamwork – be it composing a task description, writing a project update, or drafting a client report – you can invoke the AI Assistant to help. It is powered by OpenAI’s GPT model under the hood​, essentially giving you a smart editor and content generator right inside the project management interface. This is incredibly useful for drafting things like project briefs or brainstorming deliverable ideas without switching to another writing app. For example, a marketing agency could ask the assistant to “Brainstorm 5 blog post ideas for Campaign X” directly in a task note, and it will generate suggestions on the spot.

The AI Assistant in Teamwork has two modes: “Draft with AI” and “Improve with AI”​. In Draft mode, it helps you create content from scratch – you can request anything from an outline of a proposal to a first draft of a social media post​. Early users used this to quickly get past the blank page when creating project docs, even having it outline whitepapers and marketing copy ideas​. In Improve mode, the AI acts more like an editor: you feed it existing text and can ask it to simplify jargon, fix grammar, or summarize it​. For instance, you might draft a technical update and then have the AI “dejargonize” it for a non-technical client​. It can also shorten or expand text based on tone. Because it is integrated, you can iterate – e.g., generate a draft, then refine it – all within Teamwork. 

Top Features:

Visit Teamwork →

5. Notion – Knowledge Base with Integrated AI Assistant



Notion is an all-in-one workspace for notes, documents, databases, and project collaboration that has become very popular for its flexibility. You can create anything from a team wiki to a product roadmap in Notion. Notion AI is an embedded assistant that uses OpenAI’s models to help write and organize content​. Notion AI can perform a range of tasks: it can draft content for you (for example, generate a first version of a project brief or an email), summarize existing notes or even database tables, and translate text between languages​. If your team documents all their processes and updates in Notion (as many async teams do), the AI becomes a powerful aid – you can ask it to “summarize our release notes” or “find the action items in this meeting page”, and it will produce a concise output. 

One of the most useful capabilities is AI-powered search and Q&A. Notion AI essentially lets you query your workspace in natural language​. For instance, you could ask, “What did we decide about feature XYZ last week?” and if that decision is documented anywhere in your Notion, the AI can surface the answer or at least point you to the relevant page. This goes beyond keyword search by actually reading your pages for meaning. The AI is invoked very simply – in any Notion page, you hit spacebar and start typing your request, and the AI will activate​. 

Top Features:

Visit Notion →

6. Asana – Work Management with “Asana Intelligence” AI



Asana is a leading work management tool used to track projects and tasks across teams. It introduced Asana Intelligence – a suite of AI features designed to tackle what Asana calls “work about work” (status updates, planning, etc.)​. Asana’s AI focuses on reducing manual overhead, especially for smaller teams that juggle multiple roles. For example, it can automate status updates and check-ins: Asana AI will compile a progress report on your project, complete with contextual info, and share it with stakeholders on a set schedule​. This means team members no longer need to spend time writing weekly status emails – the AI gathers the latest task updates and generates a summary. Similarly, Asana’s AI can generate stand-up reports or meeting recaps, pulling the key updates from tasks and comments that occurred since the last meeting.

Another strength of Asana’s AI is helping with project setup and “macro-management.” It introduced things like Smart Goals and Smart Project Templates. With Smart Goals, you can draft objectives and Asana will standardize them and even suggest measurable key results, ensuring consistency across teams​. Large organizations find this helpful for alignment. The Smart Project feature lets you describe the purpose of a project and Asana will generate a project with suggested tasks, sections, and even custom fields tailored to that purpose​. Asana Intelligence also includes a Smart Editor which works when writing task or project descriptions – it will correct grammar and adjust the tone of your writing on request​. 

Top Features:

Visit Asana →

7. Slack – Team Communication with AI Summaries and Search



In addition to channels and messaging, Slack has AI features to help users manage information overload. One key feature is Slack AI Summaries: with one click, you can ask Slack to summarize a busy channel or thread into a short recap​. For instance, if a teammate posts an update, Slack might offer a one-click “Sounds good, thanks for the update!” response or even a more detailed question based on the context.

Another impressive capability is using Slack AI as a search and Q&A assistant. You can ask it questions like, “What decisions were made about Project X last week?” and Slack AI will scan your conversations and files to provide an answer or relevant messages​. This turns Slack into more than just real-time chat – it becomes an archive that you can actually get insights from without manual search.

Top Features:

Visit Slack →

8. Confluence (Atlassian) – Wiki Collaboration with Atlassian Intelligence



Confluence is Atlassian’s platform for knowledge management and team documentation – basically a wiki for organizations to create pages, share documentation, meeting notes, specs, etc. Atlassian integrated its Atlassian Intelligence (AI) into Confluence to enhance asynchronous collaboration​. Out of the box, Confluence has pages, whiteboards, and spaces for organizing info; with AI, these become much more powerful. For example, you can now have Confluence’s AI draft content for you: if you want to create a new page, you can input a prompt and the AI will generate a first pass at the document, pulling in any relevant info it can find in your workspace​. It can also summarize existing pages or lengthy comment threads.

One very interesting feature is AI-driven search predictions. When you use Confluence’s search bar, Atlassian Intelligence can tailor the results to you by learning from your role and past activity​. For example, if a marketer searches for “Q3 roadmap”, the AI might surface the marketing roadmap or campaign plans first, whereas if an engineer searches the same term, it might show the product development roadmap first​.

Top Features:

Visit Confluence →

9. Coda – All-in-One Docs with Powerful AI Assistant



Coda is a collaborative document platform that blends the flexibility of documents with the power of spreadsheets and apps. Think of it as a combination of a doc, a table, and a mini-app builder – teams use Coda for project trackers, meeting notes, databases, and more. Coda AI is an impressive in-doc AI assistant. One standout feature is the AI Chat panel inside any Coda doc​. This allows you to ask questions about your doc’s content as if you were asking a colleague. For example, if you have a project doc with tasks and statuses, you could ask, “Which tasks are behind schedule?”, and the AI will analyze the table in the doc and give you the answer or even generate a summary table for you​.

Another good capability is AI Autofill for tables​. Coda docs often contain tables that act like databases. With AI, you can now auto-generate values for an entire column based on other data. For example, suppose you maintain a table of tasks with a description column – you can add an “Effort Estimate” column and ask Coda AI to fill it in. It will read each task’s description and generate an estimated effort or a priority level, saving you from manually doing this for dozens of entries.Coda AI also serves as an editor and writing assistant. It can rewrite sentences, fix grammar, or change the tone of text anywhere in your doc on command​. 

Top Features:

Visit Coda →

10. GitHub Copilot – AI Pair Programming for Code Collaboration



GitHub Copilot is an AI assistant for software development that has revolutionized how developers collaborate with code. It can write code alongside you in real-time. Copilot is integrated into popular code editors (VS Code, JetBrains IDEs, etc.), and as you write code or comments, it suggests the next lines or entire functions using AI trained on billions of lines of public code​. These suggestions are context-aware – Copilot looks at your current file and project structure, so it tries to follow your coding style and use your project’s variables/types correctly​. Essentially, it’s like a knowledgeable collaborator who has read all of Stack Overflow and GitHub, offering help continuously.

In terms of collaboration, Copilot significantly speeds up routine coding tasks, which frees developers to focus on logic and problem-solving. Teams find that junior developers can progress faster (Copilot provides guidance and examples in-line), and senior developers save time on boilerplate or repetitive code. Copilot can even generate unit tests, documentation comments, and configuration files if prompted​. 

The impact on productivity and collaboration has been measurable. GitHub’s own research found that between 60–75% of developers felt more fulfilled and less frustrated when using Copilot, as it took away drudgery​. It is worth noting that Copilot’s suggestions are not always perfect – developers still review and test everything – but even then, it often provides a useful starting point. Importantly, GitHub has implemented filters to avoid suggesting licensed code verbatim and encourages responsible use (the AI sometimes draws from patterns in training code, so there are settings to block exact matches from public repos to avoid copyright issues). 

Top Features:

Visit GitHub Copilot →

The Bottom Line

From writing and design to coding and project management, these tools bring artificial intelligence into everyday workflows to automate busywork and amplify creativity. It is important to note that AI is not a replacement for human collaboration, but a facilitator: summarizing when we do not have time, suggesting when we are stuck, and handling the repetitive tasks so we can focus on innovation and decision-making. As we have seen, each tool approaches AI in a unique way tailored to its domain, whether it’s brainstorming in Miro, or pair programming in GitHub, or knowledge management in Confluence.

When choosing an AI collaboration tool, consider your team’s specific needs: Are you drowning in chat messages? Slack’s summaries might help. Need to generate lots of content or documentation? Notion or Coda could be your friend. Managing complex projects? ClickUp, Monday, or Teamwork with AI can lighten the load. And for development teams, an AI coding assistant like Copilot can be a game-changer for productivity.

Embracing these can give your team a competitive edge – essentially, it is like adding a super-smart assistant to every team member. As always, it is wise to try out a few with your workflow and see which generates the most value for you.

The post 10 Best AI Collaboration Tools (February 2025) appeared first on Unite.AI.

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