Best AI Agents for Confluence

Work is broken because your tools are. Dozens of apps, zero shared context, your team stuck playing messenger between all of them. That's not collaboration. That's overhead. ClickUp eliminates the mess. One platform: tasks, docs, chat, goals, time tracking, whiteboards, and AI Agents that work autonomously while you sleep. Everything shares one connected brain. No silos. No duplicated effort. No lost threads. Manage any workflow with custom views, automations, and real-time collaboration baked into every layer. 15+ views including List, Board, Gantt, Timeline, and Calendar. Create rich documents with nested pages and embedded tasks. Set measurable goals with automatic rollups that connect daily output to company objectives. Track time natively with timers, estimates, and workload views that prevent burnout. Over 1,000 integrations plug into your existing stack without adding chaos. GitHub, Slack, Google Drive, Figma, Salesforce, Zoom, and hundreds more — all feeding into one system of record. Built-in AI writes, summarizes, and executes entire workflows on its own. Not a bolt-on — native intelligence woven through every feature. AI Agents handle complex multi-step work around the clock without waiting for humans. SOC 2 Type II certified. SSO/SAML. Custom roles. Audit logs. Scales from five people to fifty thousand. Stop patching a broken system. Start free today. No credit card, no commitment.

StackAI is an enterprise AI automation platform that allows organizations to build end-to-end internal tools and processes with AI agents. It ensures every workflow is secure, compliant, and governed, so teams can automate complex processes without heavy engineering. With a visual workflow builder and multi-agent orchestration, StackAI enables full automation from knowledge retrieval to approvals and reporting. Enterprise data sources like SharePoint, Confluence, Notion, Google Drive, and internal databases can be connected with versioning, citations, and access controls to protect sensitive information. AI agents can be deployed as chat assistants, advanced forms, or APIs integrated into Slack, Teams, Salesforce, HubSpot, ServiceNow, or custom apps. Security is built in with SSO (Okta, Azure AD, Google), RBAC, audit logs, PII masking, and data residency. Analytics and cost governance let teams track performance, while evaluations and guardrails ensure reliability before production. StackAI also offers model flexibility, routing tasks across OpenAI, Anthropic, Google, or local LLMs with fine-grained controls for accuracy. A template library accelerates adoption with ready-to-use workflows like Contract Analyzer, Support Desk AI Assistant, RFP Response Builder, and Investment Memo Generator. By consolidating fragmented processes into secure, AI-powered workflows, StackAI reduces manual work, speeds decision-making, and empowers teams to build trusted automation at scale.

Glean is a Work AI platform designed to help organizations unlock the full value of their enterprise knowledge and data. By connecting workplace applications, documents, conversations, systems, and business processes, Glean creates a unified source of context for employees and AI agents. The platform delivers enterprise search, AI-powered assistants, research tools, content creation capabilities, and workflow automation within a secure environment. Glean’s permission-aware architecture ensures that users only access information aligned with their existing permissions and governance policies. The platform supports a wide range of large language models through its Model Hub, allowing organizations to leverage AI while maintaining security and compliance standards. Glean also provides AI agent orchestration, agent building tools, and automation capabilities that help teams streamline repetitive tasks and accelerate decision-making. Its enterprise-grade governance features include observability, auditability, data protection, and compliance controls. Organizations use Glean to improve knowledge discovery, reduce internal support requests, and increase productivity across departments such as engineering, sales, marketing, support, and HR. Glean helps businesses deploy AI at scale while maintaining security, efficiency, and trusted access to enterprise knowledge.

Assembled's AI agents offer advanced automation solutions across chat, email, and voice platforms, adeptly listening, responding, and taking decisive actions to address intricate challenges. The AI Chat Agents can manage up to 70% of inquiries through natural dialogue, seamlessly connecting with platforms like Shopify to perform tasks beyond mere responses. Meanwhile, AI Voice Agents can engage in an unlimited number of simultaneous conversations, providing a human-like experience that eliminates cumbersome phone menus and waiting periods, ensuring round-the-clock assistance. The AI Email Agents work swiftly to resolve cases, efficiently clearing backlogs and upholding rapid response rates during peak times. All agents are designed to integrate effortlessly with your knowledge base, CRM, and other internal systems, uphold brand consistency through tailored style guides, facilitate intelligent transitions with comprehensive context, and scale endlessly without necessitating additional staffing.

Zapier is a comprehensive AI automation platform that helps organizations transform how work gets done. It allows teams to connect AI tools with everyday apps to automate workflows end to end. Zapier supports AI workflows, custom agents, chatbots, forms, and data tables in one unified system. With over 8,000 integrations, it eliminates manual handoffs between tools and teams. Built-in AI assistance helps users design automations quickly without technical complexity. Zapier enables teams to deploy AI agents that work continuously, even outside business hours. The platform offers full visibility into automation activity with audit logs and analytics. Enterprise-grade security and compliance ensure safe AI adoption at scale. Zapier is used across departments including marketing, sales, IT, and operations. It helps teams save time, reduce costs, and scale productivity with confidence.

Kore.ai is a comprehensive enterprise AI platform focused on helping organizations implement agentic AI solutions across customer-facing and internal business operations. At the center of its ecosystem is Artemis, an AI-programmable platform that enables businesses to build, scale, orchestrate, and manage AI agents in production environments. The platform offers a range of enterprise modules that support intelligent search, workflow orchestration, AI agent development, governance, and administrative oversight. Businesses can deploy ready-made applications tailored for industries such as banking, healthcare, retail, recruiting, human resources, and information technology. Kore.ai also provides a marketplace containing pre-built AI agents, templates, and integrations that help accelerate implementation efforts. The platform supports both customer service and employee productivity initiatives, allowing organizations to automate repetitive tasks and improve access to information. Enterprise-grade security, compliance, and scalability features make it suitable for highly regulated industries and large organizations. Strategic integrations with Microsoft Azure, AWS, Microsoft Teams, Microsoft 365 Copilot, and other enterprise technologies extend the platform’s capabilities. Kore.ai helps companies transform operations through AI-driven automation, intelligent assistance, and scalable digital workforce solutions.

Alhena AI is an advanced AI-powered platform designed to boost both customer service and sales for eCommerce businesses. It provides an AI-driven shopping assistant that offers personalized recommendations and automates key customer support tasks like returns, tracking, and FAQ responses. The platform integrates easily with popular eCommerce platforms such as Shopify and WooCommerce, and uses AI to analyze customer data and improve the accuracy and effectiveness of responses. Alhena AI helps businesses reduce costs, improve efficiency, and drive conversions while maintaining consistent, human-like interactions across all customer touchpoints.

Beam AI stands out as a premier platform focused on agentic process automation, empowering organizations to implement self-learning AI agents that improve operational efficiency and lower expenses. Both Fortune 500 firms and emerging startups leverage Beam AI's agents, which offer task automation that rivals human accuracy and performance, functioning around the clock to reduce mistakes and boost productivity. The platform features an extensive array of pre-trained agents designed for various tasks such as customer service, data extraction, email sorting, appointment scheduling, and financial reporting. Furthermore, Beam AI equips users with tools to develop and tailor AI agents according to specific organizational requirements, ensuring smooth integration with current systems to enhance workflows and elevate business effectiveness. This flexibility and adaptability make Beam AI an invaluable resource for companies looking to innovate and stay competitive in their industries.

Cognigy.AI is an enterprise-grade conversational AI platform designed to automate customer interactions across various channels, including voice and chat. Leveraging advanced natural language understanding (NLU) and large language models (LLMs), it enables businesses to create intelligent AI agents capable of delivering personalized, human-like conversations. The platform offers robust integration capabilities, allowing seamless connectivity with existing contact center and CRM systems to enhance customer experience orchestration. With features like Agentic AI, Cognigy.AI introduces autonomous, goal-oriented agents that can think, adapt, and collaborate with both AI and human agents, navigating complex queries with flexibility and precision. This comprehensive solution empowers organizations to streamline customer service operations, improve engagement, and achieve higher efficiency in handling customer inquiries.

xdge (previously known as Ayraa) is a comprehensive AI assistant platform that empowers professionals and growing companies to automate routine work and streamline collaboration across multiple apps. It performs deep research across Slack, Gmail, Notion, and Jira, consolidating relevant information into a single accessible hub without forcing users to switch between applications. By using natural language commands, users can delegate complex research tasks to AI agents who operate continuously, even outside working hours. The platform’s AI meeting assistant autonomously attends meetings, transcribes conversations, and delivers organized, shareable notes integrated with Slack, Zoom, Google Meet, and Microsoft Teams. xdge also helps teams capture and organize institutional knowledge into living playbooks that can be used by anyone in the organization. Its Slack bot acts as a co-pilot by providing instant answers, monitoring stalled discussions, and summarizing lengthy threads. The browser AI co-pilot enhances research productivity with real-time page summaries, quick answers, and page caching for follow-up. Built with enterprise-grade security certifications, xdge is trusted by thousands of teams globally.

Runbear empowers teams to rapidly build AI-powered agents without any coding, seamlessly integrating them into widely used communication platforms such as Slack, Teams, Discord, and HubSpot. The platform enables users to deploy specialized AI assistants connected to models like OpenAI, Claude, and Gemini, enhanced by integrations with knowledge sources including Google Drive, Notion, and Confluence to keep content updated automatically. Runbear’s flexible multi-agent management lets organizations customize AI experiences for different teams, improving productivity and collaboration across departments. Key features include automating meeting prep, generating PRDs from Slack threads, querying databases with natural language, and triggering workflow automation through Zapier—all directly from chat environments. The product is designed to simplify complex workflows by reducing repetitive tasks and providing instant, context-aware AI responses to common questions. Companies across various industries praise Runbear for its intuitive interface, seamless setup, and transformative impact on team communication and efficiency. Additionally, Runbear supports compliance with enterprise-grade security standards such as SOC2. This makes it a reliable choice for businesses looking to incorporate AI assistants while maintaining data integrity and privacy.

Village is your company's brain. Village Labs uses AI to take all the mundane tasks of modern work off your plate so you can work on what matters most. We connect to all of your team's SaaS tools and build no-code AI apps on top to save you tons of time and make each one of your team members better at their job.

Botsonic analyzes your website, documents, and help center to autonomously address 70% of customer inquiries and streamline engagement across support, sales, and other areas. By harnessing your data, you can promptly resolve a significant portion of user questions with accurate and trustworthy answers, while providing a genuine customer experience in more than 50 languages through multiple platforms. In addition, you can easily upload your data, tailor your AI agent’s personality to reflect your brand, and integrate it into your website in less than five minutes, enhancing your overall service efficiency. This quick setup not only improves responsiveness but also enriches the customer interaction journey.

Needle is a next-generation AI automation and knowledge management platform that helps businesses create intelligent workflows powered by interconnected AI agents. Users can describe any process in plain language, and Needle automatically builds and executes the workflow with relevant integrations and decision logic. Its unique Knowledge Threading™ system connects data across 25+ tools—including Gmail, Slack, HubSpot, Notion, Airtable, and GitHub—creating a unified workspace that reduces manual data retrieval and task switching. Teams can run automated workflows for lead generation, content creation, customer support, HR processes, and more, all within one platform. With semantic AI search, multilingual data analysis, and real-time automation templates, Needle delivers both power and accessibility to users of any technical level. The platform also includes a developer API for custom extensions and supports OCR, charts, and structured data extraction. Needle prioritizes privacy and compliance, offering GDPR, CCPA, and CASA Tier II verification, with SOC 2 Type II certification in progress. Trusted by organizations from startups to universities, Needle is redefining how teams manage knowledge, automate workflows, and unlock scalable productivity.

BotDojo serves as a robust AI enablement platform tailored for enterprises, allowing companies to create, implement, oversee, and expand intelligent agents across various communication channels like chat, voice, email, and web, all through an intuitive low-code visual workflow designer that seamlessly integrates with existing enterprise data systems. It boasts a library of over 100 pre-built templates aimed at streamlining typical applications, including support automation, knowledge retrieval, sales analytics, and internal operations, while also facilitating branching logic, memory capabilities, and the orchestration of tools such as code, RPA, and web browsing. In addition, BotDojo establishes connections with essential business tools like CRMs, ticketing platforms, and databases to enhance its functionality. The platform further fosters continuous improvement and learning for agents through human feedback loops, enabling employees to mentor agents by providing feedback, embedding corrections into agent memory and responses, and assessing performance using comprehensive observability metrics, including deflection rates, first-contact resolution, and cost per interaction. Ultimately, BotDojo not only optimizes operational efficiency but also ensures that intelligent agents evolve and adapt to meet organizational needs effectively.

Dopamine is a user-friendly AI agent platform that allows individuals to create, implement, and oversee intelligent AI agents tailored for specific tasks and workflows with ease and efficiency. By focusing on rapid deployment and straightforward processes, it enables users to develop operational AI "team members" in a matter of minutes instead of weeks, utilizing a visual agent builder, personalized instructions, and integrated connections to real-time data sources for immediate action. Users have the flexibility to merge various agents into cohesive workflows, adjust each agent's cognitive and behavioral parameters, and collaborate with colleagues or communities by sharing agents. This versatility makes Dopamine ideal for tasks such as information summarization, automating tedious processes, generating and modifying content, and managing tasks. The platform is designed to eliminate the common challenges and complexities associated with other agent and workflow builders, delivering tangible productivity improvements from the outset while enhancing collaborative efforts across different projects and minimizing the demand for intricate engineering solutions. In essence, Dopamine seeks to empower users by streamlining the process of leveraging AI for everyday tasks.

Elvex serves as an enterprise generative AI platform tailored to facilitate the adoption, management, and scaling of AI tools within organizations, all while ensuring security and structure. By functioning as a centralized interface, it connects employees with various large language models and AI services while handling authentication, security, and governance seamlessly in the background. Rather than operating as an independent language model, Elvex acts as a management layer that directs requests to external AI providers and relays responses in a controlled environment, safeguarding company data and adhering to compliance standards. Users have the capability to develop custom AI assistants and intricate workflows that work in tandem with internal tools, databases, and productivity platforms, which helps streamline tasks such as data analysis, content creation, and report generation. The platform not only offers pre-built agents but also features tools that allow for the creation of new agents without the need for coding, empowering employees to sculpt AI workflows that align with their specific roles and responsibilities. This flexibility ensures that teams can adapt to changing demands, enhancing productivity and efficiency across the organization.

Siesta AI serves as the foundational operating system for proactive companies, facilitating the deployment of AI agents that link seamlessly to internal data, business applications, and workflows to carry out meaningful tasks throughout the organization. This versatile platform accommodates various AI models and connects with an extensive array of knowledge bases and business systems. Organizations can leverage it to search through company knowledge, automate various processes, and implement AI agents that actively engage with tools to drive results. Additionally, Siesta AI can function as a secure Software as a Service (SaaS) solution or be installed on private infrastructure, which empowers companies with complete authority over their data, integrations, and AI operations. By providing such flexibility, Siesta AI enhances operational efficiency and scalability for businesses of all sizes.

eesel is an AI automation platform that allows businesses to deploy intelligent AI teammates directly within the tools and systems their teams already use. The platform integrates with popular workplace applications including Zendesk, Slack, Salesforce, HubSpot, Shopify, Freshdesk, Notion, Google Drive, Intercom, and Confluence. Once connected, eesel learns from company knowledge bases, support histories, documentation, and business processes to provide context-aware assistance. Organizations can use AI agents to automate customer support, answer internal employee questions, generate content, process e-commerce inquiries, and manage operational workflows. The platform allows businesses to coach and customize agents so they follow specific communication styles, escalation procedures, and company policies. Helpdesk agents can respond to tickets and triage issues, while content-focused agents can research and draft blog posts and marketing materials. E-commerce agents assist customers with product recommendations, inventory questions, and order-related requests. By working directly within existing business applications, eesel minimizes disruption while expanding automation capabilities. The platform helps companies reduce manual workloads, improve service quality, and scale support operations more effectively.

An all-in-one AI assistant designed for you or your team that harnesses the latest advancements in LLMs, web search capabilities, and image generation is now available. Experience the convenience of having cutting-edge technology integrated into a single AI assistant! You can seamlessly connect this assistant with platforms like Slack or Teams, and even develop personalized chatbots and AI agents tailored to your needs. It offers enhanced power and accessibility, surpassing what ChatGPT provides. This innovative solution is set to transform the way you interact with AI.

Inkeep is a robust AI agent platform designed to help customer operations teams deploy reliable AI assistants at scale. It supports both customer-facing agents and internal copilots that improve efficiency across support, product, and go-to-market teams. Businesses use Inkeep to deflect common Tier 1 tickets while guiding users through more complex support requests. Internal agents help teams close advanced tickets faster and automate repetitive workflows. The platform is trusted by leading technology companies and is built with enterprise reliability in mind. Inkeep provides a no-code visual builder for rapid setup alongside a TypeScript SDK for deeper customization. This two-way sync allows engineering and non-technical teams to work together seamlessly. Inkeep’s unified AI search and RAG capabilities ensure agents have comprehensive product and company knowledge. Multi-agent architecture allows teams of agents to collaborate on complex tasks. With built-in security controls, reporting, and monitoring, Inkeep delivers AI agents that are transparent, scalable, and dependable.

Emergence Orchestrator functions as an independent meta-agent that manages and synchronizes the interactions of AI agents within enterprise systems. This innovative tool allows various autonomous agents to collaborate effortlessly, handling complex workflows that involve both contemporary and legacy software systems. By utilizing the Orchestrator, businesses can efficiently oversee and coordinate numerous autonomous agents in real-time across a multitude of sectors, enabling applications such as supply chain optimization, quality assurance testing, research analysis, and travel logistics. It effectively manages essential tasks including workflow organization, compliance adherence, data protection, and system integration, allowing teams to concentrate on higher-level strategic objectives. Among its notable features are dynamic workflow orchestration, efficient task assignment, direct agent-to-agent communication, an extensive agent registry that maintains a catalog of agents, a specialized skills library that enhances task performance, and flexible compliance frameworks tailored to specific needs. Additionally, this tool significantly reduces operational overhead, enhancing overall productivity within enterprises.

Mendable is an innovative platform that harnesses AI to assist businesses in developing tailored chat applications by leveraging their existing technical assets, such as documentation and knowledge repositories. This approach not only cultivates AI-driven assistants that can efficiently handle inquiries from both customers and employees, but it also alleviates the burden on support teams while improving user interaction. The platform allows for smooth integration with a variety of data sources, including GitHub, Notion, Confluence, among others, which streamlines data ingestion and synchronization processes. Users have the flexibility to customize their AI models by choosing from base models like GPT-3.5-Turbo or GPT-4, and they can enhance response accuracy through answer corrections and prompt modifications that align with their brand's unique voice. Mendable also prioritizes enterprise-level security through features such as SOC 2 Type II certification, Single Sign-On (SSO) capabilities, role-based access control (RBAC), and the option to bring your own key or model (BYOK/BYOM), thus ensuring robust data protection and regulatory compliance. This comprehensive approach not only empowers organizations to build effective AI solutions but also fosters trust and security in the management of sensitive information.

Microsoft 365 Copilot Researcher serves as a robust AI assistant aimed at boosting professional productivity through in-depth insights and thorough research capabilities. This tool utilizes advanced AI to sift through emails, meetings, and online information, delivering practical data to its users. By integrating effortlessly with Microsoft 365, it simplifies the research process, allowing users to easily collect pertinent information, evaluate trends, and formulate informed strategies without the need for tedious manual data extraction. Ultimately, Researcher not only saves time but also enhances decision-making by providing a more efficient approach to information gathering and analysis.

Microsoft 365 Copilot Analyst is a sophisticated AI tool that converts unrefined data into meaningful insights. With its robust data analysis features, including the ability to utilize Python coding, Analyst assists users in making smart, data-oriented decisions. The tool can handle intricate datasets, produce comprehensive reports, and identify patterns, all while smoothly connecting with the Microsoft 365 ecosystem. By enabling users to automate their data analysis processes, Analyst not only saves time but also allows businesses to enhance their strategic decision-making based on timely and precise insights. This innovation represents a significant leap forward in how organizations can leverage technology for improved operational effectiveness.