Alternatives to Cumora

Compare Cumora alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Cumora in 2026. Compare features, ratings, user reviews, pricing, and more from Cumora competitors and alternatives in order to make an informed decision for your business.

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    Gemini Enterprise Agent Platform
    Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance.
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    Assembled

    Assembled

    Assembled

    Assembled is the only platform that unifies AI agents and intelligent workforce management to power fast and flexible support operations. Built for scale, we help teams automate over 50% of customer interactions, forecast with 90%+ accuracy, and optimize staffing across in-house and BPO teams. Orchestrate every chat, email, or call, balancing workloads between human and AI agents in real time — without sacrificing quality or control. Trusted by Stripe, Canva, and Robinhood, Assembled transforms support from a cost center into a strategic advantage. Our Workforce and Vendor Management tools connect forecasting, scheduling, and performance for smarter staffing decisions. AI Agents automate conversations across channels with your workflows and brand voice. AI Copilot empowers agents with real-time guidance, suggested replies, and one-click actions for faster, higher-quality resolutions.
    Starting Price: Talk to sales to learn more
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    Dialogflow
    Dialogflow from Google Cloud is a natural language understanding platform that makes it easy to design and integrate a conversational user interface into your mobile app, web application, device, bot, interactive voice response system, and so on. Using Dialogflow, you can provide new and engaging ways for users to interact with your product. Dialogflow can analyze multiple types of input from your customers, including text or audio inputs (like from a phone or voice recording). It can also respond to your customers in a couple of ways, either through text or with synthetic speech. Dialogflow CX and ES provide virtual agent services for chatbots and contact centers. If you have a contact center that employs human agents, you can use Agent Assist to help your human agents. Agent Assist provides real-time suggestions for human agents while they are in conversations with end-user customers.
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    Zapier

    Zapier

    Zapier

    Zapier is an AI-powered automation platform designed to help teams safely scale workflows, agents, and AI-driven processes. It connects over 8,000 apps into a single ecosystem, allowing businesses to automate work across tools without writing code. Zapier enables teams to build AI workflows, custom AI agents, and chatbots that handle real tasks automatically. The platform brings AI, data, and automation together in one place for faster execution. Zapier supports enterprise-grade security, compliance, and observability for mission-critical workflows. With pre-built templates and AI-assisted setup, teams can start automating in minutes. Trusted by leading global companies, Zapier turns AI from hype into measurable business results.
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    Starting Price: $19.99 per month
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    Boomi

    Boomi

    Boomi

    Boomi is a leader in integration and automation, offering an intelligent iPaaS platform that connects applications, APIs, data, and AI agents to drive digital transformation. With its seamless integration capabilities, Boomi enables businesses to scale securely, automate workflows, and manage data effortlessly across diverse environments. The platform includes AI-powered features, robust API management, and real-time insights to help enterprises streamline their operations, optimize efficiency, and innovate without compromising security. Boomi Agentstudio is a comprehensive AI agent management platform that allows businesses to design, govern, and orchestrate AI agents at scale. It simplifies the management of AI agents across their entire lifecycle, from development to deployment. With tools that provide real-time insights, observability, and compliance, Boomi Agentstudio empowers enterprises to automate processes, optimize workflows, and drive hyperproductivity.
    Starting Price: $550.00/month
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    Buzz

    Buzz

    Block

    Buzz is a self-hostable workspace where humans and AI agents build together in the same rooms, on a relay the team owns. One community brings conversations, agents, workflows, repositories, artifacts, documents, search, and automation into a single workspace with one identity model and one event log. Every message, reaction, workflow step, review approval, canvas update, huddle event, and Git action is recorded as a cryptographically signed Nostr event, giving people and processes the same audit trail. Agents are members, not bots: teams add them to channels like colleagues, give them their own keys and scoped memberships, and let them open repositories, send patches, review code, run workflows, edit canvases, orchestrate other agents, create channels, join voice huddles, and bring the right people into the work. Buzz can search project history and return answers with supporting threads, patches, runs, and approvals.
    Starting Price: Free
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    Tulsk

    Tulsk

    Tulsk

    Tulsk is an agentic project management workspace for small startup teams, built to plan, run, and monitor autonomous AI work across projects, docs, tasks, comments, and agent workflows in one shared workspace. Teams use Tulsk to delegate real work to AI agents instead of managing separate chat windows, prompts, and half-finished outputs. Users can mention an agent in any task, and the agent reads the context, executes the work, and posts the result back in the thread with no copy-paste or babysitting. Tulsk combines projects, statuses, priorities, attachments, real-time comments, OpenClaw agent runtime, EMA AI project manager, Skills, MCP access, and agent scheduling in one workspace. OpenClaw gives agents their own dedicated cloud workspace with browser, shell, web search, editable persona files, attached skills, and tool access, so they can handle long-running jobs such as market research, competitor analysis, reports, content drafts, operational checks, and specialized workflows.
    Starting Price: $39 per month
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    HUMA

    HUMA

    Humalike

    HUMA is a platform focused on building humanlike social AI agents designed to participate naturally in group environments such as Discord, Slack, games, classrooms, and collaborative workspaces. HUMA enables agents to exhibit social intelligence by understanding who to respond to, when to engage, and how to communicate in a way that feels natural within a group dynamic. Unlike traditional AI systems that respond instantly and indiscriminately, Humalike agents are designed to read the room, manage timing, and adapt their behavior based on context, allowing them to act as true participants rather than chatbots. It emphasizes natural interaction patterns, including interruptions, pacing, and voice or text cues, making conversations feel more fluid and humanlike. It supports a wide range of applications, from AI teammates in gaming and coworkers in professional environments to NPCs with memory and personality.
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    ClickUp Super Agents
    ClickUp Super Agents introduce human-level AI teammates designed to work alongside people in real workflows. These AI agents can be assigned tasks, mentioned in conversations, and messaged directly, just like human teammates. Super Agents operate autonomously with infinite memory, continuous learning, and real-time context awareness. They support over 500 human-like skills, enabling them to manage projects, write content, analyze data, and automate operations. Multi-agent orchestration allows entire teams of specialized agents to be created from a single prompt. Super Agents work 24/7, proactively assisting through ambient intelligence without constant user input. This transforms productivity by combining human judgment with AI-driven execution at scale.
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    Offsite

    Offsite

    Offsite

    Offsite is an AI-driven workspace designed to bring humans and AI agents together into a single, collaborative environment where they operate as one unified team. It reimagines how work is structured by allowing users to organize both people and agents within a live organizational chart, where each participant appears as a node that can communicate and collaborate in real time. Instead of working across disconnected tools, tabs, or terminals, Offsite enables agents to interact directly with each other and with humans, forming a coordinated system that mirrors how real organizations function. Users can connect agents by simply linking them within the org chart, triggering automatic communication and role awareness based on team structure. It provides full visibility into workflows, allowing users to observe conversations, track how tasks move across the team, and understand how work is being executed at every step.
    Starting Price: Free
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    Multica

    Multica

    Multica

    Multica is an open source project management platform for human and agent teams, built to turn coding agents into real teammates rather than separate tools. It gives humans and AI agents the same workspace, where agents can be assigned issues, report progress, reply in comments, raise blockers, ship code, and appear in the member list with profiles, avatars, and open-issue queues. Users can assign work to an agent the same way they would hand a task to a teammate, or open a chat window to ask it to draft an issue, answer a question, or handle a one-off request. Multica’s shared context layer keeps issue comments, attachments, reports, task history, and workspace knowledge accessible to both people and agents, while skills act as workspace-wide playbooks that let every agent reuse the same definitions and operating instructions.
    Starting Price: Free
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    Moxt

    Moxt

    Moxt

    Moxt is an AI-native workspace designed to help teams build and collaborate with autonomous AI agents that can research, write, analyze, and execute tasks alongside humans in a shared environment. It acts as an “operating system for agents,” bringing together files, memory, tools, and skills so AI teammates can perform real work without constant prompting or re-explaining context. It introduces persistent AI assistants (called “momo”) for each user, as well as shared AI teammates that collaborate across the organization, learn from interactions, and improve over time through a shared memory layer. These agents can autonomously generate reports, build dashboards, draft documents, analyze data, and prepare workflows, often completing tasks proactively or on a schedule without direct input. Moxt integrates with tools like Slack, allowing users to interact with AI agents directly in existing workflows, while outputs are saved as structured files in a centralized workspace.
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    Teammately

    Teammately

    Teammately

    Teammately is an autonomous AI agent designed to revolutionize AI development by self-iterating AI products, models, and agents to meet your objectives beyond human capabilities. It employs a scientific approach, refining and selecting optimal combinations of prompts, foundation models, and knowledge chunking. To ensure reliability, Teammately synthesizes fair test datasets and constructs dynamic LLM-as-a-judge systems tailored to your project, quantifying AI capabilities and minimizing hallucinations. The platform aligns with your goals through Product Requirement Docs (PRD), enabling focused iteration towards desired outcomes. Key features include multi-step prompting, serverless vector search, and deep iteration processes that continuously refine AI until objectives are achieved. Teammately also emphasizes efficiency by identifying the smallest viable models, reducing costs, and enhancing performance.
    Starting Price: $25 per month
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    Subspace

    Subspace

    Subspace

    Subspace is an AI-native agent workspace designed to help developers and teams manage, coordinate, and collaborate with multiple coding agents in a single unified environment while preserving context across sessions. Instead of treating each AI interaction as isolated, the platform builds persistent memory in the background by compressing every conversation into structured observations such as decisions, blockers, and progress, which are continuously synthesized into a clear, evolving project state. This shared memory belongs to the workspace rather than any individual tool, allowing different agents like Claude Code, Codex, or others to seamlessly pick up where previous sessions left off without requiring repeated explanations or manual context transfer. Subspace integrates terminals, files, documentation, browser views, and git workflows into organized workspaces, enabling users to run multiple agents side by side and switch between projects almost instantly.
    Starting Price: $12 per month
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    OpenViking

    OpenViking

    OpenViking

    OpenViking is an open source context database designed specifically for AI agents, built around a file-system paradigm that unifies the management of memories, resources, and skills. Instead of treating context as scattered chunks in a fragmented vector store, OpenViking organizes agent context into a virtual file system under the viking protocol, giving agents a structured way to store, navigate, retrieve, and observe the information they need. It is designed to help developers move beyond the hassle of manual context management by giving agents a minimalist interaction model for context, similar to reading and writing files. OpenViking supports hierarchical context loading, semantic retrieval, recursive retrieval, sessions, metrics, and observability, making it possible for AI agents to access the right level of information without stuffing everything into the prompt.
    Starting Price: Free
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    BotDojo

    BotDojo

    BotDojo

    BotDojo is an enterprise-grade AI enablement platform that empowers organizations to design, deploy, monitor, and scale intelligent agents across chat, voice, email, and web channels using a low-code visual workflow builder, while integrating deeply with enterprise data sources and systems. It provides over 100 ready-made templates to accelerate common use-cases (such as support automation, knowledge search, sales insights, and internal ops), supports branching logic, memory, tool orchestration (code, RPA, web browse), and connects to CRMs, ticketing systems, and databases. BotDojo also delivers human-feedback loops and continuous agent learning by enabling employees to coach agents via feedback queues, codifying corrections into memory and prompts, and evaluating performance through robust observability (audit trails, metrics such as deflection, first-contact resolution, and cost per interaction).
    Starting Price: $89 per month
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    Bloome

    Bloome

    Bloome

    Bloome is an AI-native group chat and agent platform built to let Claude, ChatGPT, DeepSeek, and any agent work as one team. You are not replaced; you are amplified. Instead of using a single assistant in a separate tab, Bloome brings people, agents, tools, and shared context into one conversation where agents are first-class members with profiles, member-list presence, DMs, threads, and mentions. Users can call an agent by mentioning it, reply to a thread or task, or bring several agents into one chat so they can delegate, share context, work in parallel, review each other’s output, and push toward the sharpest version. Bloome supports cross-role collaboration, where one agent drafts, another pushes back, and another catches what is missing, while human teammates stay in the same working thread to review and steer the work. Every discussion, revision, and decision stays in one shared workspace that anyone with access can revisit later.
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    Flowise

    Flowise

    Flowise AI

    Flowise is an open-source platform that enables developers and teams to build AI agents and LLM-powered applications through a visual interface. The platform provides modular building blocks that allow users to create everything from simple chatbot workflows to complex multi-agent systems. With its drag-and-drop design environment, developers can rapidly prototype and deploy AI-powered applications without extensive coding. Flowise supports integrations with more than 100 large language models, embeddings, and vector databases. It also includes features such as human-in-the-loop workflows, observability tools, and execution tracing for monitoring agent behavior. Developers can extend applications through APIs, SDKs, and embedded chat interfaces using TypeScript or Python. By combining visual development tools with scalable infrastructure, Flowise simplifies the process of building and deploying production-ready AI agents.
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    ChatGPT Agent
    ChatGPT Agents is a workspace feature designed to help teams keep work moving around the clock through customizable AI agents. It allows users to create agents that can support specific workflows, tasks, or team needs. Team members can be invited to collaborate and access shared agents within the organization. The platform includes a team directory where users can browse agents created by others in their workspace. Users can also view agents they have built themselves for quick access and management. A recently used section helps teams return to frequently used agents faster. ChatGPT Agents is built to make AI support more organized, accessible, and collaborative across a company. By enabling teams to create and share agents, it helps streamline repetitive work and improve productivity.
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    AgentOps

    AgentOps

    AgentOps

    Industry-leading developer platform to test and debug AI agents. We built the tools so you don't have to. Visually track events such as LLM calls, tools, and multi-agent interactions. Rewind and replay agent runs with point-in-time precision. Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production. Native integrations with the top agent frameworks. Track, save, and monitor every token your agent sees. Manage and visualize agent spending with up-to-date price monitoring. Fine-tune specialized LLMs up to 25x cheaper on saved completions. Build your next agent with evals, observability, and replays. With just two lines of code, you can free yourself from the chains of the terminal and instead visualize your agents’ behavior in your AgentOps dashboard. After setting up AgentOps, each execution of your program is recorded as a session and the data is automatically recorded for you.
    Starting Price: $40 per month
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    Origon

    Origon

    Origon

    Origon is a full-stack AI agent development and operations platform engineered as a unified “Agentic Operating System” that supports the entire lifecycle of autonomous AI systems from design to deployment and observability. It offers an intuitive Studio for visual, drag-and-drop agent creation and configuration, Sessions for real-time observation, behavior tracing, and debugging, and Insights dashboards for performance analytics, reliability tracking, and outcome measurement in one place. Origon runs natively on dedicated infrastructure optimized for low-latency performance and security, avoiding dependency on external cloud APIs, and includes a built-in knowledge engine that connects agents to contextual memory and domain data so responses stay grounded and consistent. It supports hundreds of connectors and APIs, including chat, voice, WhatsApp, SMS, email, and telephony, and lets agents execute code and interact with real systems with a single click.
    Starting Price: $200 per month
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    Teammates.ai

    Teammates.ai

    Teammates.ai

    Teammates.ai offers fully autonomous AI solutions designed to manage entire job functions, such as customer service and sales, across more than 50 languages. These AI teammates are capable of handling complex tasks, including responding to customer inquiries, processing transactions, and managing follow-ups, thereby enhancing operational efficiency and scalability. By integrating seamlessly into existing workflows, Teammates.ai enables businesses to automate routine processes, reduce operational costs, and focus human resources on strategic initiatives. The platform's AI agents are designed to adapt and learn from interactions, ensuring continuous improvement in performance and customer satisfaction. With a commitment to transforming the workplace through collaborative intelligence, Teammates.ai provides a scalable solution for businesses aiming to enhance productivity and global reach.
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    eesel AI

    eesel AI

    eesel.ai

    eesel is an AI teammate platform that enables businesses to deploy autonomous AI agents across customer support, content creation, e-commerce, and internal operations workflows. The platform connects directly to existing business tools such as Zendesk, Slack, Notion, Confluence, Salesforce, HubSpot, Shopify, Intercom, and Google Drive to learn from company knowledge and historical data. eesel can answer customer questions, handle support tickets, draft content, manage inquiries, and perform operational tasks while following company-specific rules and processes. Organizations can train AI teammates using their documentation, conversations, policies, and workflows to ensure responses align with their business needs. The platform supports multiple agent types, including helpdesk agents, blog writers, and e-commerce assistants, each designed for specialized tasks.
    Starting Price: $100/month
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    Voiceflow

    Voiceflow

    Voiceflow

    Voiceflow is an AI customer experience platform that helps teams build, launch, and scale advanced AI agents for support, lead generation, and other customer-facing workflows. It gives product, CX, support, engineering, and enterprise teams tools to design intelligent workflows, deploy integrated agents, and improve agents over time without full rebuilds. The platform supports omnichannel experiences across web, phone, and mobile, allowing businesses to create consistent AI-powered conversations across customer touchpoints. Voiceflow includes an agent builder, deterministic workflows, global instructions, guardrails, APIs, functions, observability tools, and production environments for development, staging, and launch. Its Agentic Context Engine helps turn complex conversations into enriched customer experiences while supporting high-volume usage and low-latency voice interactions.
    Starting Price: $40 per editor per month
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    Runbear

    Runbear

    Runbear

    Runbear lets teams build shared AI teammates that work inside Slack and Microsoft Teams. Each teammate can join conversations, read company context, and use 2,000+ connected tools to finish workflows without sending people to another app. Teams use Runbear to draft CRM updates, route support requests to the right owner, prepare meeting briefs, answer from approved company knowledge, create Jira or Linear tickets, and automate onboarding follow-ups. Shared agents support per-user authorization, so actions in systems such as HubSpot, Salesforce, Zendesk, Google Drive, Notion, and Confluence run with the right permissions. Runbear connects company knowledge with business tools while keeping each workflow in the conversation where work begins. Teams can configure and deploy agents in minutes without code. Runbear is SOC 2 Type II certified and provides audit logs for shared-agent activity.
    Starting Price: $79 per month
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    LobeHub

    LobeHub

    LobeHub

    LobeHub is an open-source AI platform that lets users create, customize, and manage AI agents and assistant teams that grow with their needs, enabling collaboration across workflows and projects with shared context and adaptive behavior. It supports multiple AI models and providers through an intuitive interface, allowing seamless switching and conversations across models while integrating knowledge bases, plugins, and task-specific skills for enhanced productivity. Users can deploy private chat applications and assistants, connect agents to real-world tools and data sources, and organize work into projects, schedules, and workspaces with coordinated agents executing tasks in parallel. LobeHub emphasizes long-term co-evolution between humans and agents through personal memory and continual learning, offering extensible frameworks for multimodal interaction and community contributions, such as an agent marketplace and plugin ecosystem.
    Starting Price: $9.90 per month
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    Calljmp

    Calljmp

    Calljmp

    Calljmp is a developer-first AI agent runtime designed to build, run, and scale long-running stateful workflows written in TypeScript. While many modern tools like Mastra AI provide rich frameworks to define agents and workflows, Calljmp focuses on actually running them reliably in production. Calljmp combines agent logic, durable execution, human-in-the-loop pause/resume, retries with idempotency, and built-in observability into a unified execution environment. Developers implement agents as code, and the runtime guarantees reliable execution, state persistence, and operational visibility without gluing together custom queues, databases, and monitoring stacks. Calljmp is ideal for engineering teams, product developers, and backend architects who want to embed intelligent agents into product systems while offloading execution complexity to a purpose-built runtime.
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    OpenAI Frontier
    OpenAI Frontier is a new enterprise AI agent platform that helps businesses build, deploy, manage, and orchestrate fleets of AI agents that can perform real work inside existing systems, workflows, and data environments. It provides a unified framework where organizations can integrate AI agents, whether created by OpenAI or third parties, connect them with internal tools like CRM, data warehouses, ticketing systems, and other enterprise applications, and give them shared context, permissions, memory, and oversight so they can act reliably on business-relevant tasks. Frontier’s goal is to move AI agents from isolated pilots into production by providing features like shared business context, governance controls, onboarding workflows, observability, and secure access boundaries while allowing companies to centralize and scale intelligent automation in a way similar to how HR systems manage human work.
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    Cortex AgentiX

    Cortex AgentiX

    Palo Alto Networks

    Cortex AgentiX is the next-generation evolution of Cortex XSOAR®, designed by Palo Alto Networks to securely build, deploy, and govern AI-powered security agents. It enables organizations to unleash agentic AI that acts as intelligent teammates, capable of planning and executing complex workflows around the clock. Cortex AgentiX is powered by over 1.2 billion real-world playbook executions, providing agents with proven operational intelligence. The platform offers a rich library of ready-to-use agents while also supporting custom, no-code agent creation tailored to specific security needs. With built-in guardrails, Cortex AgentiX ensures agents operate with the appropriate level of autonomy, including human-in-the-loop approvals for critical actions. Full transparency allows teams to trace every agent decision, action, and outcome for audit and compliance purposes. Cortex AgentiX integrates seamlessly across the Cortex ecosystem to help organizations stay ahead of evolving threats.
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    Foundry

    Foundry

    Foundry

    Build, evaluate, and improve AI agents that deliver reliable outcomes, blending automation speed with human quality. Build your AI agents with simple prompts and logic, no coding. Or through our API if you prefer that. Track, manage, and evaluate your agents with easy access to metrics and trends in real-time. Improve your models based on the insights from your evaluation. Steer your agents towards desirable outcomes. Use simple prompts and logic to set up main and supporting agents for your tasks. Define when agents require human review to keep standards high. Gather feedback and refine performance for constant improvement. Experiment with approaches to ensure the best results. Use a comprehensive dashboard for instant access to performance insights. Discover flexible solutions for seamless AI management and human oversight. Our system continuously refines agents based on human feedback to keep quality high.
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    Lorikeet

    Lorikeet

    Lorikeet

    Lorikeet is an AI support agent designed to handle complex customer service issues by following the same workflows as human agents. Unlike basic AI chatbots limited to simple queries, Lorikeet's unique architecture enables it to perform tasks equivalent to human agents, allowing companies to scale their support without increasing headcount. The AI agent integrates seamlessly with existing support systems, accessing help centers, reference materials, and standard operating procedures to provide accurate and contextually relevant responses. It engages with customers when it has sufficient context and defers to human agents when necessary, ensuring appropriate and confident interactions. Lorikeet's agent follows complex, multi-step processes, gathering data, making decisions, contacting internal teams as required, delivering human-like conversations, and being highly reliable.
    Starting Price: $500 per month
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    ElevenAgents

    ElevenAgents

    ElevenLabs

    ElevenLabs Agents is a platform for building, deploying, and scaling intelligent conversational AI agents that can speak, type, and take action across phone, web, and application environments. It enables developers and teams to create real-time agents that interact naturally with users through voice and text, combining speech-to-text, large language models, and text-to-speech into a unified system that functions like a human conversation partner. It allows agents to resolve customer issues, automate workflows, answer questions, and execute tasks based on connected data sources and predefined logic, making interactions both accurate and context-aware. These agents can be customized with knowledge bases, system prompts, and tools that enable them to access external systems, execute custom logic, and perform actions beyond simple responses. They support multimodal capabilities, meaning they can read, speak, and interpret inputs while handling conversational dynamics.
    Starting Price: $5 per month
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    Microsoft Foundry Agent Service
    Microsoft Foundry Agent Service is a secure, enterprise-ready platform for designing, deploying, and orchestrating AI agents at scale. It gives teams a streamlined interface and toolset to automate complex workflows using multi-agent systems. Developers can build with hosted agents, custom code, or agent frameworks while taking advantage of Azure’s reliability, scalability, and integrated observability. Built-in tools, enterprise connectors, and Model Context Protocol support make it easy for agents to interact with business systems and organizational data. Security, access governance, and compliance are embedded throughout, allowing companies to maintain full control while deploying intelligent automation across critical processes. With one-click deployment to Microsoft 365 experiences, Foundry Agent Service accelerates how organizations operationalize AI in everyday work.
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    Vivgrid

    Vivgrid

    Vivgrid

    Vivgrid is a development platform for AI agents that emphasizes observability, debugging, safety, and global deployment infrastructure. It gives you full visibility into agent behavior, logging prompts, memory fetches, tool usage, and reasoning chains, letting developers trace where things break or deviate. You can test, evaluate, and enforce safety policies (like refusal rules or filters), and incorporate human-in-the-loop checks before going live. Vivgrid supports the orchestration of multi-agent systems with stateful memory, routing tasks dynamically across agent workflows. On the deployment side, it operates a globally distributed inference network to ensure low-latency (sub-50 ms) execution and exposes metrics like latency, cost, and usage in real time. It aims to simplify shipping resilient AI systems by combining debugging, evaluation, safety, and deployment into one stack, so you're not stitching together observability, infrastructure, and orchestration.
    Starting Price: $25 per month
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    HQ

    HQ

    Indigo AI

    HQ is the shared AI context layer for teams, giving the whole team and every AI tool one workspace to work from, with knowledge, skills, and workflows compounding in one place, and any agent running on top. It works as an operating system for AI workers over Claude Code, Cursor, Codex, ChatGPT, and Claude chat through MCP, so every teammate and every agent can start from the same shared context instead of separate chat histories, scattered files, and siloed workflows. HQ turns one person’s best work into team infrastructure: any prompt or workflow can become a reusable /command, then /hq-sync ships it to the whole team so anyone can run it in one step. Knowledge that usually lives across decisions, docs, playbooks, policies, projects, code, and ideas accumulates in HQ as the team works, creating one source of truth that every agent can search, reuse, and build on. Agents can be deployed into email and Slack, acting on top of the team’s skills and knowledge with full context.
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    Cisco AI Canvas
    The Agentic Era marks a transformative shift from traditional application-centric computing to a new frontier defined by agentic AI, autonomous, context-aware systems capable of acting, learning, and collaborating within complex, dynamic environments. These intelligent agents don’t just respond to commands; they perform complete tasks, retain memory and context via large language models tailored for specific domains, and can scale across industries into the tens of millions. This evolution brings the need for a new operational mindset, AgenticOps, and a reimagined management interface built around three guiding principles, keeping humans thoughtfully in the loop to provide creativity and judgment, enabling agents to operate across siloed systems with cross-domain context, and deploying purpose-built models fine-tuned for their distinct tasks. Cisco brings this to life through AI Canvas, the industry’s first generative, shared workspace driven by a multi-data, multi-agent architecture.
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    Berd

    Berd

    Block Open Source

    Berd is a weird, playful open source desktop app for building and getting real work done with AI agents. Instead of acting like another generic chatbot wrapper, it provides a consistent workspace around capable agents, bringing projects, sessions, files, skills, tools, models, providers, and custom agents into one application. Users can start chats, attach files or folders, choose agents and models, work inside projects, manage skills and extensions, review session history, configure providers, and build automations without losing the thread of the workspace. The experience is designed to make agent work feel grounded, inspectable, and continuous, with clear visibility into which project, files, agent, model, provider, and session state are shaping each interaction. Berd gives agents roles, instructions, skills, tools, and distinctive visual identities so they feel recognizable and easier to understand without hiding what they can actually do.
    Starting Price: Free
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    Oracle AI Agent Studio
    ​Oracle AI Agent Studio is a comprehensive platform within the Oracle Fusion Cloud Applications Suite that enables customers and partners to create, extend, deploy, and manage AI agents and agent teams across the enterprise. Available at no additional cost, the studio provides easy-to-use tools, including advanced testing, robust validation, and built-in security, facilitating the customization of AI agents to address complex business needs and enhance productivity. Key features include agent template libraries with pre-built templates and natural language prompts for various business scenarios, agent team orchestration for coordinating multiple agents and human collaborators on complex tasks, and agent extensibility allowing modification of over 50 pre-packaged Oracle Fusion Applications AI agents by adding documents, tools, prompts, or APIs to meet specific industry and business requirements.
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    Kodosumi

    Kodosumi

    Masumi

    Kodosumi is an open source, framework-agnostic runtime environment built on Ray for deploying, managing, and scaling agentic services at the enterprise level. It enables effortless deployment of AI agents with a single YAML config, offering minimal setup overhead and no vendor lock-in. Designed for handling bursty traffic and long-running workflows, it dynamically scales across Ray clusters to ensure consistent performance. Kodosumi integrates real-time logging and monitoring through the Ray dashboard, providing instant observability and streamlined debugging of complex flows. Core building blocks include autonomous agents (task performers), orchestrated flows, and deployable agentic services, all managed via a pragmatic web admin panel.
    Starting Price: Free
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    scalerX.ai

    scalerX.ai

    scalerX.ai

    Launch & train your own personalized AI-RAG agents on Telegram. With scalerX you can create personalized RAG AI-powered agents trained with your knowledge base in minutes, no code required. These AI agents are integrated directly into Telegram, including groups and channels. Awesome for education, sales, customer service, entertainment, automating community moderation and engagement. Agents can behave as chatbots in solo, groups and channels, support text-to-text, text-to-image, voice. You can set agent usage quotas and permissions using ACLs so only authorized users can access your agents. Training your agents is easy: create your agent and upload files to your bots knowledge base, auto-sync from Dropbox, Google Drive or scrape web pages.
    Starting Price: $5/month
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    Knolli

    Knolli

    Knolli

    Knolli is an AI copilot platform that enables users to build, launch, and scale custom AI copilots and agents without writing code by turning knowledge, documents, datasets, and proprietary content into interactive, conversational assistants. It provides a no-code workspace where creators, teams, and businesses can describe their idea in plain language and have Knolli automatically structure uploaded content into a usable AI copilot, organize and protect data securely with encrypted private knowledge bases, and connect to tools such as CRMs, file storage, and databases to pull in live data for context-aware responses. It supports multi-agent architecture to run specialized agents inside one copilot, pre-built templates for common use cases, custom branding and white-labeling, and advanced analytics so users can monitor performance, usage, and ROI. Knolli also offers workflow automation, letting copilots automate multi-step tasks and integrate with existing systems.
    Starting Price: $39 per month
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    HumanLayer

    HumanLayer

    HumanLayer

    HumanLayer is an API and SDK that enables AI agents to contact humans for feedback, input, and approvals. It guarantees human oversight of high-stakes function calls with approval workflows across Slack, email, and more. By integrating with your preferred Large Language Model (LLM) and framework, HumanLayer empowers AI agents with safe access to the world. The platform supports various frameworks and LLMs, including LangChain, CrewAI, ControlFlow, LlamaIndex, Haystack, OpenAI, Claude, Llama3.1, Mistral, Gemini, and Cohere. HumanLayer offers features such as approval workflows, human-as-tool integration, and custom responses with escalations. Pre-fill response prompts for seamless human-agent interactions. Route to specific individuals or teams, and control which users can approve or respond to LLM requests. Invert the flow of control, from human-initiated to agent-initiated. Add a variety of human contact channels to your agent toolchain.
    Starting Price: $500 per month
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    Coval

    Coval

    Coval

    Coval is a simulation and evaluation platform designed to accelerate the development of reliable AI agents across chat, voice, and other modalities. By automating the testing process, Coval enables engineers to simulate thousands of scenarios from a few test cases, allowing for comprehensive assessments without manual intervention. Users can create test sets by adding customer transcripts or describing user intents in natural language, with Coval handling the formatting. The platform supports both text and voice simulations, facilitating the testing of AI agents against a set of scorecard metrics. Comprehensive evaluations of agent interactions are provided, enabling performance tracking over time and root cause analysis of specific runs. Coval also offers workflow metrics that provide observability into system processes, aiding in the optimization of AI agents.
    Starting Price: $300 per month
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    Zenzap

    Zenzap

    Zenzap

    Zenzap brings together easy-to-use chat with productivity tools. Structure your day around diverse topics, seamlessly locating and collaborating with group members. Each topic functions as a miniature workspace, equipped with its own tasks, files, links, and additional features. Each chat comes with its own to-dos. Assign tasks to your teammates, set due dates, or just chat about them.
Zenzap helps you keep on top of everything you need to do. Easily connect all your favorite work tools, keeping everything in sync, all in one place. Enjoy the full freedom to work with your own team, other teams, or even people outside of your workspace, effortlessly from any device. Zenzap is so intuitive, you already know how to use it,
Whether you’re using it for the first time or the 50th, it’s always easy and always a pleasure. All your data is encrypted, all the time. You control who is in your workspace.
    Starting Price: $2 per month
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    Tavus

    Tavus

    Tavus

    Tavus is a human-like AI platform for building PALs, or personal AI agents, that can see, hear, act, and emotionally understand people in real time. The platform supports use cases such as learning and development agents, HR onboarding, team meetings, go-to-market agents, customer support, and patient intake. Tavus offers a Developer API for building real-time interactive PAL conversations with perception, understanding, voice, and rendering capabilities. Enterprise Solutions provide bespoke, fully managed PAL deployments designed around specific workflows and integrations. PAL Maker gives users a no-code way to create and deploy PALs into websites or apps from a simple prompt or conversation. Built for developers, enterprises, and AI product teams, Tavus helps organizations create more natural AI assistants, companions, sidekicks, and coworkers.
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    Maxim

    Maxim

    Maxim

    Maxim is an agent simulation, evaluation, and observability platform that empowers modern AI teams to deploy agents with quality, reliability, and speed. Maxim's end-to-end evaluation and data management stack covers every stage of the AI lifecycle, from prompt engineering to pre & post release testing and observability, data-set creation & management, and fine-tuning. Use Maxim to simulate and test your multi-turn workflows on a wide variety of scenarios and across different user personas before taking your application to production. Features: Agent Simulation Agent Evaluation Prompt Playground Logging/Tracing Workflows Custom Evaluators- AI, Programmatic and Statistical Dataset Curation Human-in-the-loop Use Case: Simulate and test AI agents Evals for agentic workflows: pre and post-release Tracing and debugging multi-agent workflows Real-time alerts on performance and quality Creating robust datasets for evals and fine-tuning Human-in-the-loop workflows
    Starting Price: $29/seat/month
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    Dopamine

    Dopamine

    Dopamine

    Dopamine is a no-code AI agent platform that makes it easy to build, deploy, and manage intelligent AI agents designed to handle specific tasks and workflows quickly and with minimal setup. It emphasizes speed and simplicity, enabling users to create mission-ready AI “team members” in minutes rather than weeks by using a visual agent builder, custom instructions, and built-in connectors to real data sources so agents can act on live information. Users can combine multiple agents into workflows, customize how each agent thinks and behaves, and share agents with teammates or communities, making it suitable for summarizing information, automating repetitive work, drafting and repurposing content, and organizing tasks. Dopamine aims to remove friction and overhead common in other agent and workflow builders, offering practical productivity gains from day one while supporting collaboration across projects and reducing the need for complex engineering.
    Starting Price: $19 per month
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    Raft

    Raft

    Raft

    Raft is a real-time collaboration platform where humans and AI agents work together as teammates in channels, direct messages, threads, and tasks. Chat is the workspace, so people and agents share the same conversations, context, and project history without moving work between separate tools. Each agent is a persistent, long-running process with its own identity, memory, expertise, and workspace, allowing it to retain codebase knowledge, preferences, and past discussions across days and tasks. Agents can claim work, run in parallel, hand tasks to one another, review each other’s output, mention teammates, and keep progress visible in shared threads while humans set direction, steer the work, and make final decisions. Raft supports multiple agent runtimes, including Claude, Codex, Hermes, and others, so teams can use different models and computers for different roles within the same project. Existing external agents can also join channels like regular team members.
    Starting Price: $8.80 per month
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    Type

    Type

    Type

    Type creates AI Teammates that collaborate with your coworkers in Slack, email, and the tools your team already uses. Work is multiplayer, and now your AI is too; Type brings together knowledge, integrations, and skills into shared agents that everyone can collaborate with, instead of keeping AI work trapped in private chats or one-off prompts. Built for marketing, sales, support, and ops, Type lets teams create AI Teammates in Type or import their own, then connect them securely to the systems where work already happens. Agents can be mentioned in Slack, routed by channel, and given access through OAuth and encrypted API keys that can be revoked at any time. Type supports 1000+ native integrations across developer tools, analytics, marketing, sales, CRM, design, productivity, documents, email, meetings, commerce, support, security, finance, HR, education, files, and storage.
    Starting Price: $50 per month
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    Google Workspace Studio
    Google Workspace Studio is an AI-powered automation platform that helps teams build powerful workplace agents in minutes—no coding required. By simply describing tasks in natural language, users can create smart workflows that automate emails, meetings, documents, and cross-app processes. The system uses Gemini 3 to intelligently orchestrate actions across Gmail, Drive, Chat, Calendar, and third-party tools through prebuilt connectors. Teams can prepare meeting summaries, detect priority emails, translate action items, and save attachments automatically, all within their Workspace apps. Workspace Studio empowers employees to solve daily challenges on their own while freeing IT to focus on strategic initiatives. With built-in templates and enterprise-grade security, it delivers fast automation benefits across organizations of all sizes.