Agentic Index
The best agent builders in 2026, ranked
The best agent builders of 2026 are Appian, FLOWX.AI, and Gumloop, ranked by verified capability coverage on the Agentic Index. All 119 researched vendors in the category are scored against the same 14 capabilities, and Appian documents the broadest coverage at 14.0 out of 14.
Agentic Index ranks all 119 agent builders in its index by verified capability coverage. These are platforms that let teams design and deploy agents with low code or no code tooling. Each vendor is scored across the same 14 point taxonomy used throughout the index, most recently verified on 2026-10-06, and this ranking recomputes automatically as new research is verified.
Buyers also search this category as no code agent builders, low code AI agent platforms, and agent creation tools.
Scored on 14 buyer facing capabilities researched from public sources. No vendor pays for placement. How this ranking works
Best agent builders by buyer need
- Best for fastest time to value
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Appian
Documents 2.0 of 2 on prebuilt packs and channel coverage, and 14.0 of 14 overall.
- Best for developer extensibility
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FLOWX.AI
Documents 2.0 of 2 on APIs, MCP support, and tool calling, and 14.0 of 14 overall.
- Best for complex multi step work
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Gumloop
Documents 3.0 of 3 on orchestration, memory, and knowledge grounding, and 14.0 of 14 overall.
- Best for regulated and governed deployments
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UiPath
Documents 3.0 of 3 on security, auditability, and human oversight, and 14.0 of 14 overall.
Each segment names the vendor with the most documented coverage on the criteria that segment depends on, computed from the same research as the ranking below. A vendor appears once, in its strongest segment.
Ranked field (119 vendors)
Latest verified research: 2026-10-06
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7A
Open-source AI agent platform with a visual block-based builder, agent marketplace, and continuous agent runtime, available as free self-hosted software or a hosted cloud with subscription plus pay as you go credits.
Full coverage on Triggers & Channel Coverage and APIs / SDKs / MCP Extensibility and 10 more.
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11R
Platform for building and deploying a workforce of AI agents with a no-code tool builder.
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12R
Full-stack AI app builder and runtime where an agent handles database setup, background jobs, automated testing and continuous deployment. Built for builders, students and startups.
Full coverage on Triggers & Channel Coverage and Integrations & Tool Calling and 10 more.
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15T
Document processing and workflow platform whose TotalAgility agents orchestrate across workflows, draw on knowledge bases, run on customers' chosen models, and pair with Tungsten's own screen-driving RPA, with FedRAMP High authority.
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16W
Enterprise AI OS whose agents serve customers by voice, chat and email, run back office workflows end to end, operate legacy systems from a managed virtual machine, and deploy as SaaS, in your own cloud or on premises.
Full coverage on Triggers & Channel Coverage and Model Flexibility & Routing and 10 more.
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17A
Enterprise agentic AI platform that builds and runs multi agent systems on a durable distributed runtime, unifying orchestration, agents, memory, and streaming in one SDK.
Full coverage on Security, Identity & Governance and Workflow Orchestration and 10 more. No documented coverage on Browser / Computer-use.
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20F
Agentic AI operational intelligence platform for ITOps, NetOps and SecOps: a continuously updated enterprise knowledge graph grounds the agents, a control plane traces and approves what they do, and a no-code orchestrator runs them across a named estate of observability, ITSM, network and cloud systems.
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22M
Siemens' enterprise low code platform with Agents Kit: chat and task agents that call microflows and MCP tools, ground on knowledge bases, pause for human approval per tool, test in bulk, and deploy from Mendix Cloud to air gapped on premises.
Full coverage on Knowledge Grounding & RAG and Prebuilt Agents, Templates & Packs and 10 more. No documented coverage on Browser & Computer Use.
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23O
Enterprise AI powered low code platform whose Agent Workbench lets teams build, test, orchestrate, and govern custom AI agents on top of existing systems, with broad model flexibility, an Enterprise Context Graph, a golden dataset evaluation suite, sovereign deployment control, and built in observability.
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26A
No code platform to build, evaluate, and deploy multi agent workflows with tools, memory, RAG, and human handoff, shipped in one click to API, Slack, web, email, or voice.
Full coverage on Testing, Debugging & Optimization and APIs / SDKs / MCP Extensibility and 9 more. No documented coverage on Browser / Computer-use.
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27
Enterprise platform that unifies agent orchestration, security, and governance, letting teams build agents with drag and drop and route them across any model with runtime policy enforcement.
Full coverage on Observability & Auditability and Knowledge Grounding & RAG and 9 more. No documented coverage on Browser & Computer Use.
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28
No code platform for building AI agents and multi step workflows grounded in your company knowledge, with a permission aware knowledge base, citations, and a choice of leading models.
Full coverage on Workflow Orchestration and APIs, SDKs & MCP Extensibility and 9 more. No documented coverage on Deployment & Data Residency.
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29
CrowdStrike is a cybersecurity platform whose Charlotte AI delivers agentic detection, triage, and response in the SOC.
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31
dSilo is an enterprise agentic AI platform that turns silos of contracts, invoices, and spend data into governed, executable actions across procurement, finance, and commercial operations.
Full coverage on Triggers & Channel Coverage and Memory & State Persistence and 9 more. No documented coverage on Browser / Computer-use.
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34
An AI coworker that works from Slack, Teams, Gmail and Chrome, learns a task from one walkthrough, runs it with browser automation and integrations, and waits for approval before anything it did not only read; built on Minded's agent development platform with flows, knowledge bases and on premises deployment.
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35
No-code platform for building AI agents from a 199-block visual catalog, with 433+ models from 49 publishers and no provider API keys required.
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36
Enterprise conversational AI platform for building proactive, goal driven customer experience agents, used by banks and insurers across chat, voice, and messaging, with on premises deployment and private models.
Full coverage on Triggers & Channel Coverage and Knowledge Grounding & RAG and 9 more. No documented coverage on Browser & Computer Use.
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37
Agentic finance operations platform that automates accounts payable, receivable, procurement, and approvals, with self optimizing workflows, voice agents, and internal web app automation.
Full coverage on Observability & Auditability and Deployment & Data Residency and 9 more. No documented coverage on Model Flexibility & Routing.
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41
RPA pioneer turned agentic automation platform under SS&C. WorkHQ orchestrates people, agents, APIs and digital workers in one governed control plane, proven inside SS&C own regulated operation before launch.
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44
Open source, MIT licensed automation platform where every one of 700 plus integrations is also an MCP server, combining a visual flow builder, AI agents and tables with cloud or fully self hosted deployment.
Full coverage on Security, Identity & Governance and APIs, SDKs & MCP Extensibility and 8 more. No documented coverage on Browser & Computer Use.
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45
Enterprise Agentic Process Automation platform that orchestrates goal driven AI agents, RPA bots, and human decisions across whole business processes.
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46
Open source operations platform with an agent builder: agents use granted workspace tools, run as the requester or an admin, deploy to Slack, Teams and Discord, and route risky actions to approval policies with any, majority or unanimous sign off.
Full coverage on Knowledge Grounding & RAG and Triggers & Channel Coverage and 8 more. No documented coverage on Browser & Computer Use.
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47
Enterprise AI platform built on OM2, a permission-aware organizational memory graph across 50+ read-write connectors, running autonomous agents with approval gates, credit limits and audit trails, routed across twelve-plus models with bring-your-own-model and on-premises or air-gapped deployment.
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48
The Agentic Cloud for Healthcare: Gravity unifies enterprise health data and runs a catalog of prebuilt agents plus AI Studio and Developer Studio for custom agents, with customer model choice (Innovaccer, OpenAI, Anthropic), open APIs and HMCP; HITRUST, SOC 2, ISO 27001.
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49
Governed agentic AI for national security, delivered as role based Legion Packs that connect agents, models and data across existing systems under human approval, deployable from cloud to classified, air gapped and edge environments.
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53
Security first enterprise agent platform from the AI company Cohere, built for fully private deployment on premises, in a virtual private cloud, or in air gapped environments.
Full coverage on Integrations & Tool Calling and Knowledge Grounding & RAG and 8 more. No documented coverage on Memory & State Persistence and Browser & Computer Use.
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54
DronaHQ is a low code vendor's agentic platform: agents choose from 1,000+ tools and MCP servers, start on webhooks, schedules and 145+ app events, and are tested with scored datasets and twelve reviewer types, on a managed cloud.
Full coverage on Testing, Debugging & Optimization and Prebuilt Agents, Templates & Packs and 7 more. No documented coverage on Browser & Computer Use.
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55
Open source AI powered low code platform with a no code AI Agent Builder that embeds LLM agents into governed enterprise workflows, deployable on premise or in any cloud.
Full coverage on Workflow Orchestration and Model Flexibility & Routing and 7 more. No documented coverage on Browser / Computer-use.
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62
All in one no and low code platform to build, deploy, and scale enterprise agentic AI, grounded in a Knowledge Graph and RAG with model agnostic execution and flexible, ISO certified deployment.
Full coverage on Security, Identity & Governance and Workflow Orchestration and 7 more. No documented coverage on Memory & State Persistence and Browser / Computer-use.
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64
Intelligent Content Management platform whose Box Agent reasons over a company's unstructured content to search, analyze, and generate files across multi step tasks, paired with the Box AI Studio agent builder, all grounded in authorized content with enterprise security, model choice, and an MCP server.
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65
No code builder for enterprise customer experience AI agents from Reliance Jio owned Haptik, spanning web, chat, and voice across more than a hundred languages and channels.
Full coverage on Prebuilt Agents, Templates & Packs and APIs, SDKs & MCP Extensibility and 7 more. No documented coverage on Memory & State Persistence and Browser & Computer Use.
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67
Enterprise internal app platform whose Clark AI agent generates production apps from natural language inside existing user permissions, with a knowledge graph, user preference memory and three deployment models including full cloud prem.
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68
Agentic security automation platform (Turbine) whose Hero AI agents work inside customer built playbooks, with explicit approval before state changing actions, a reasoning chain per investigation, per agent model choice including BYOM, and cloud, on premises or air gapped deployment.
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69
Open source internal tools platform whose self hosted edition adds an agent builder: an AI agent node that picks its own tools inside visual workflows, woken by webhooks, schedules or app events, with SSO, RBAC and air gapped deployment.
Full coverage on Workflow Orchestration and Model Flexibility & Routing and 6 more. No documented coverage on Browser & Computer Use.
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70
Workflow automation platform connecting 9,000+ apps, with goal-directed Zapier Agents, an MCP server, and enterprise governance controls.
Full coverage on Knowledge Grounding & RAG and Triggers & Channel Coverage and 8 more. No documented coverage on Memory & State Persistence and Deployment & Data Residency and 1 more.
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72
Open-source multi-agent framework that gives its agent a full Linux container with desktop and browser, subordinate agents, persistent memory, and scheduled tasks.
Full coverage on Deployment & Data Residency and Model Flexibility & Routing and 5 more. No documented coverage on Security, Identity & Governance.
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73
Threat intelligence and security operations platform whose Quarterback AI agents research threats, triage alerts and vulnerabilities, write detections and map attack flows under customer defined approvals, with Orchestrate playbooks, an open source MCP server and cloud, on premises or air gapped deployment.
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74
Desktop app from Imbue, an AI research lab working on verifying the correctness of AI generated code, for running parallel coding agents, each in its own isolated git worktree, with every change reviewed by the developer before it is merged.
Full coverage on Workflow Orchestration and Observability & Auditability and 5 more. No documented coverage on Browser & Computer Use.
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76
Natural-language full-stack app builder with MCP integrations, no-training data posture, regional hosting, and a collaboration-friendly surface for product builders and startups.
Full coverage on Testing, Debugging & Optimization and APIs, SDKs & MCP Extensibility and 6 more. No documented coverage on Browser & Computer Use and Model Flexibility & Routing.
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77
No code platform to build, deploy and monetize custom AI agents: a visual builder with a vector knowledge base, 500+ action integrations, 50+ models and one line embeds, plus branded portals with Stripe billing and access control.
Full coverage on Model Flexibility & Routing and Security, Identity & Governance and 6 more. No documented coverage on Deployment & Data Residency and Browser / Computer-use.
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78
Browser-native AI app builder from StackBlitz with open-source roots, token-based billing, and a visual edit-and-deploy experience for instant web app creation.
Full coverage on Security, Identity & Governance and Prebuilt Agents, Templates & Packs and 5 more. No documented coverage on Browser & Computer Use.
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79
AI-native workspace and no-code builder with autonomous Plan & Execute agents and multi-agent teams.
Full coverage on Integrations & Tool Calling and Workflow Orchestration and 7 more. No documented coverage on Deployment & Data Residency and Testing, Debugging & Optimization and 1 more.
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80
Neuro symbolic revenue operations agents that correct pipeline drift, prep sales meetings and clean CRM data, deployable in your own cloud with human review before anything is sent.
Full coverage on Triggers & Channel Coverage and Human Oversight & Guardrails and 6 more. No documented coverage on Browser & Computer Use and Memory & State Persistence.
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82
No code app platform whose AI Agent Builder runs tool using agents over 200+ data sources and apps, inside workflows, app chat or Slack, Teams and email, with a template gallery, model choice and on premise deployment.
Full coverage on Triggers & Channel Coverage and Deployment & Data Residency and 4 more. No documented coverage on Browser & Computer Use.
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83
No code platform to hire AI employees from a prompt that run support, sales, and ops across WhatsApp, Slack, voice, web, and email with shared memory.
Full coverage on Integrations & Tool Calling and APIs / SDKs / MCP Extensibility and 5 more. No documented coverage on Deployment & Data Residency and Prebuilt Agents / Templates / Packs.
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85
Multi-agent orchestration platform that assembles a coordinated team of AI agents from a plain-language prompt to execute work across 3,000+ tools with governance and audit trails.
Full coverage on Human Oversight & Guardrails and Observability & Auditability and 6 more. No documented coverage on APIs / SDKs / MCP Extensibility and Deployment & Data Residency and 1 more.
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88
AI persona and memory platform: personas trained on an organization's own content, each with segregated memory, working in messages, channels, SMS and voice on Autopilot or Copilot, with a documented API, now positioned as a telco-optimized stack for agents on the carrier network.
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89
Mature enterprise agentic AI platform for the contact center, pairing a low code agent builder with LLM orchestration that routes each step of an interaction to a chosen model, output control, and omnichannel reach at massive scale.
Full coverage on Model Flexibility & Routing and APIs, SDKs & MCP Extensibility and 5 more. No documented coverage on Browser & Computer Use and Deployment & Data Residency.
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90
Process intelligence platform whose AgentC suite and Celonis Context Model give AI agents the business context to analyze, design, and operate autonomous enterprise processes.
Full coverage on Security, Identity & Governance and Triggers & Channel Coverage and 6 more. No documented coverage on Browser / Computer-use and Deployment & Data Residency and 2 more.
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91
Agentic process automation platform whose Knowledge Processing Unit turns any model into deterministic, auditable digital workers that business users build in natural language for regulated, document heavy workflows.
Full coverage on Integrations & Tool Calling and Workflow Orchestration and 3 more. No documented coverage on APIs, SDKs & MCP Extensibility.
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92
AI-native workspace where teams centralize work and deploy AI coworkers, with twenty named integrations, five workspace templates, SSO and SCIM, a full audit trail over AI actions, and deployment in the customer's own VPC.
Full coverage on Integrations & Tool Calling and Prebuilt Agents / Templates / Packs and 5 more. No documented coverage on APIs / SDKs / MCP Extensibility and Testing, Debugging & Optimization and 1 more.
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94
Agentic website platform whose specialized AI agents build, host, optimize, and manage WordPress and WooCommerce sites end to end, from prompt, URL clone, or Figma import through post launch care.
Full coverage on Integrations & Tool Calling and APIs / SDKs / MCP Extensibility and 3 more. No documented coverage on Memory & State Persistence and Browser / Computer-use.
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96
Automation platform for AI agent runs: markdown runbooks executed in managed sandboxes with a chosen agent and model, scored by code checks, checklists and LLM judges, with every step recorded.
Full coverage on Prebuilt Agents / Templates / Packs and Workflow Orchestration and 5 more. No documented coverage on Knowledge Grounding & RAG and Browser / Computer-use and 2 more.
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97
Enterprise AI knowledge assistant and no code agent platform grounded in company data. Connects 100+ apps with permission aware retrieval, model choice, and citations. Now part of Workday.
Full coverage on Integrations & Tool Calling and Workflow Orchestration and 4 more. No documented coverage on Memory & State Persistence and Testing, Debugging & Optimization and 1 more.
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98
No-code platform for AI workers: agents built from a plain-language brief that run on schedules, events, email or API, with 1,000+ integrations, MCP servers, memory, a virtual computer and worker orchestration.
Full coverage on Triggers & Channel Coverage and APIs, SDKs & MCP Extensibility and 3 more. No documented coverage on Model Flexibility & Routing and Deployment & Data Residency.
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99
Natural language IDE for building AI agents as text-first WordApps that deploy as APIs. Now maintained as Wordware v1 while the company's main product is Sauna, an assistant built for compounding context.
Full coverage on Prebuilt Agents, Templates & Packs and Model Flexibility & Routing and 5 more. No documented coverage on Browser & Computer Use and Memory & State Persistence and 2 more.
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100
Enterprise agentic workflow platform that runs business processes end to end through a seven-step planning-and-execution architecture, with a planning agent, MCP and RAG tool invocation, shared memory, and human escalation, built for regulated industries.
Full coverage on Workflow Orchestration and Observability & Auditability and 3 more. No documented coverage on Testing, Debugging & Optimization and Browser / Computer-use and 1 more.
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101
Agentic AI CRM for eCommerce that consolidates marketing and support: 100+ prebuilt AI commerce agents plus an Agent Studio to build your own, deployed across WhatsApp, Instagram, web, Messenger, SMS and email with a deep Shopify integration and a public REST API.
Full coverage on Prebuilt Agents / Templates / Packs and Workflow Orchestration and 3 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing and 1 more.
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103
Open-source, self-hosted personal AI over your own documents, with custom agents, scheduled research automations and local model support. Hosted cloud sunset April 2026.
Full coverage on Knowledge Grounding & RAG and Deployment & Data Residency and 2 more. No documented coverage on Prebuilt Agents, Templates & Packs and Testing, Debugging & Optimization and 1 more.
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104
AI-native workspace for group benefits: extraction agents turn plan documents, contracts and proposals into a normalized source of truth, then generate the guides, microsites, comparisons and campaigns for a plan year, with a 24/7 benefits assistant answering members from the employer's own plan documents.
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105
No code platform to build, test, and publish AI agents that live natively on WhatsApp, grounded in your store and docs, with API and MCP tool calling and human handoff.
Full coverage on Knowledge Grounding & RAG and Triggers & Channel Coverage and 3 more. No documented coverage on Browser / Computer-use and Deployment & Data Residency and 2 more.
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106
AI agent supervision platform, in the category Gartner calls guardian agents, that connects to agents built anywhere to monitor, score and evaluate every interaction for the non-technical business owners accountable for them.
Full coverage on APIs, SDKs & MCP Extensibility and Triggers & Channel Coverage and 2 more. No documented coverage on Knowledge Grounding & RAG and Prebuilt Agents, Templates & Packs and 1 more.
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108
On premise AI appliance that runs large language models, secure retrieval, and agents entirely on a local device, giving regulated teams generative AI with no cloud and data sovereignty.
Full coverage on Model Flexibility & Routing and Knowledge Grounding & RAG and 1 more. No documented coverage on Testing, Debugging & Optimization and Browser & Computer Use and 1 more.
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109
Managed private deployment of Claude Cowork and Code inside the customer's own AWS or Azure account for regulated industries, with permission-aware retrieval, read-write connectors and Dify-built agents.
Full coverage on Observability & Auditability and Deployment & Data Residency and 3 more. No documented coverage on Model Flexibility & Routing and Browser & Computer Use and 3 more.
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110
Platform to hire autonomous AI workers from a role marketplace, each with its own email, long-term memory, scheduled tasks and per-worker tool and messaging permissions, working across email, WhatsApp and Slack.
Full coverage on Memory & State Persistence and Integrations & Tool Calling and 3 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 3 more.
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113
No-code platform for building and running AI agents, with a published REST API, Python SDK and knowledge bases fed from documents, web files or a customer database, sold alongside a fully managed agentic AI service.
Full coverage on Knowledge Grounding & RAG and Deployment & Data Residency and 2 more. No documented coverage on Human Oversight & Guardrails and Browser / Computer-use and 4 more.
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114
Prompt to app builder from the hosting company Hostinger that turns plain language, images or voice into a deployed web app, with hosting, domain, SSL and an integrated backend bundled into one subscription.
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115
Lending technology firm whose pennApps Agentic AI Studio builds and deploys domain aligned agents for KYC, underwriting, servicing, and collections, with enterprise governance and 20+ Indian language voice agents.
Full coverage on Integrations & Tool Calling and Human Oversight & Guardrails and 2 more. No documented coverage on Memory & State Persistence and Model Flexibility & Routing and 4 more.
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116
Enterprise agentic AI platform for building no code vertical agents over documents and content, with air gapped deployment and multi LLM accuracy.
Full coverage on Human Oversight & Guardrails and Knowledge Grounding & RAG and 2 more. No documented coverage on Testing, Debugging & Optimization and Prebuilt Agents / Templates / Packs and 4 more.
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117
Privacy-first AI automation platform whose desktop agent learns how a team works from system events and anonymized network traffic, then proactively generates executable automations for human review, with no prompts or manual setup.
Full coverage on Human Oversight & Guardrails. No documented coverage on Deployment & Data Residency and Integrations & Tool Calling and 7 more.
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118
Buster was an open source AI data analyst and data engineering agent that answered analytics questions, built dashboards and maintained dbt models through pull requests. Its founders have pivoted to Keystroke, a platform for building internal agents, and buster.so now redirects to keystroke.ai.
No documented coverage on Deployment & Data Residency and Prebuilt Agents, Templates & Packs and 12 more.
Recent verified changes in this category
This ranking recomputes from verified capability research rather than opinion, so it moves when the underlying evidence moves. These are the most recent sourced change log entries for the vendors ranked highest here, newest first, one per vendor.
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Replit Agent security / enterprise
Medium impactWorkspace settings joined Replit's enterprise controls. Account admins set organization wide policies, make exceptions for particular workspaces and hand some settings to workspace admins, while locked controls, such as limiting public deployments to admins, stay fixed.
October 2, 2026 · Verified · All Replit Agent changes
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Pega observability / auditability
High impactPatch release 25.1.4 of Pega Platform adds agent testing and evaluation. Teams record reference conversations as test cases, group them into suites and run evaluation plans that score responses on measures such as tool selection and staying in scope, with results in a new AI Evaluation Portal.
October 1, 2026 · Partially Verified · All Pega changes
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UiPath human approval / guardrails
High impactAdministrators can now bring their own safety vendor into UiPath's AI Trust Layer, in preview, so agent guardrails run under the customer's own vendor agreement and region. Azure AI Language, Azure Content Safety and Noma are supported, checks can be enforced across the organization, and each evaluation is recorded in the agent trace.
October 1, 2026 · Partially Verified · All UiPath changes
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AutoGPT human approval / guardrails
High impactAutoGPT Platform v0.8.2 gives AutoPilot three modes, Ask First, Auto and Unsupervised, and workflows it starts now pause before an irreversible action. Held calls wait as review cards while the agent carries on, rules can be set for one chat, one Expert or the whole team, and MCP calls are judged per server by their effect.
September 30, 2026 · Verified · All AutoGPT changes
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Tungsten Automation agent capability
High impactTungsten Automation launched InvoiceAgility+, an invoice to pay platform where dedicated AI agents check invoices for fraud patterns and duplicates before payment, predict GL codes and cost centers for invoices without a purchase order, and translate invoices in more than 100 languages. Every agent recommendation carries a confidence indicator and a short explanation, thresholds are adjustable, and items that need judgment go to human review.
September 30, 2026 · Partially Verified · All Tungsten Automation changes
Full change log · updated weekly across the whole index
How this ranking works. Each vendor's Agentic Index coverage score is the sum of its verified feature scores across the 14 buyer facing capabilities in the Agentic Index taxonomy, researched from public sources. Full support counts 1.0, partial support counts 0.5, and ties are broken alphabetically. A low score means less documented coverage in public materials, not a definitive absence of capability. The buyer need block above is computed from the same scores, taking the subset of criteria each need depends on. No vendor pays for placement.