Agentic Index
The AI agent directory for business: 956 production ready vendors, verified
Agentic Index is a directory of production ready AI agents and agentic platforms for businesses: 956 vendors across 13 use cases, each verified against a 14 point capability taxonomy, 13,384 documented assessments in total, every record dated. Index data was last verified on October 3, 2026. Browse the full vendor directory, see any lane ranked, or put vendors side by side. No vendor pays for placement.
What production ready means here
Most directories take the vendor at its word. This one treats production ready as a documentation standard: does the vendor publish evidence of tool calling, human oversight, deployment control, auditability, and the other axes a buyer actually has to answer for. Each of the 956 vendors is scored on documented public evidence across the 14 point taxonomy, and every score carries the date it was last verified. A vendor that markets autonomy but documents none of it scores accordingly.
The rankings below are mechanical. Coverage scores are summed, ties break alphabetically, and the order recomputes as research is verified, which means the leaders on this page are a snapshot with a date on it rather than an opinion.
The 13 use cases and the current leader in each
As of October 3, 2026. Every entry links to the full ordered field for that lane.
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1. GitHub Copilot, best for coding agents
GitHub Copilot and OpenHands are level at 13.5 of 14 at the top of the coding lane, ordered alphabetically. Copilot spans the development lifecycle, from suggestions in the editor to cloud agents that take an issue through to a pull request, with MCP as its documented extension surface, model choice, and Agent HQ orchestrating third party agents beside its own. OpenHands, MIT licensed and formerly OpenDevin, runs agents that plan a task, edit files, run commands and tests and open pull requests, on backends a team can host itself from a laptop to Kubernetes. Each misses the full grid by half a point, Copilot on agent evaluation and OpenHands on knowledge grounding.
Full coding agents ranking · OpenHands is the closest on documented coverage.
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2. ServiceNow, best for customer support agents
ServiceNow tops the support lane from the workflow platform that already runs IT, HR and customer service, with agents built in AI Agent Studio that carry long term memory, run supervised or autonomously, and are callable by any outside agent through Action Fabric. Pega follows by placing agents inside governed cases rather than beside them, with Agentic Process Fabric matching each task to an approved workflow, and a FedRAMP High authorization behind it. Both reach this lane on a secondary membership, which is the finding: the deepest documented support coverage belongs to enterprise platforms, and Kore.ai at 13 of 14 is the strongest record whose primary business is support.
Full customer support agents ranking · Pega is the closest on documented coverage.
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3. Gumloop, best for GTM and revenue agents
Gumloop leads GTM from outside the CRM, a visual platform for building AI powered pipelines and revenue agents without code, and its position here is the finding: the deepest verified coverage in this lane belongs to a builder rather than a suite. Salesforce is the counterweight, deploying autonomous agents across sales, service and marketing from inside the system where the pipeline already lives.
Full GTM and revenue agents ranking · Salesforce is the closest on documented coverage.
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4. Appian, best for enterprise operations agents
Five records are level at a full 14 of 14 at the top of enterprise operations, and alphabetical order decides which is shown first: Appian, FLOWX.AI, Microsoft, ServiceNow and UiPath. Appian anchors agents inside governed process models, with data fabric context, agents that test other agents, and the deepest public sector security stack in the index at FedRAMP High and DoD IL5. FLOWX.AI, founded in 2020 and the only one of the five that is not an incumbent, deploys agents on top of the banking core systems it leaves in place, with a catalog of 246 agent blueprints, a customer run evaluation harness and, since release 5.13.0, a browser automation node for the portals that have no API.
Full enterprise operations agents ranking · FLOWX.AI is the closest on documented coverage.
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5. Adopt AI, best for browser and computer-use agents
Adopt AI leads the browser lane at 12.5 of 14, with Minded and SS&C Blue Prism level behind it at 12, and all three qualify on a secondary membership. Adopt AI drives bank and vendor portals that publish no API through its NoUI application use engine, Minded is an agent platform whose Chrome recorder and Playwright tools give its agents a browser, and SS&C Blue Prism brings browser automation over from robotic process automation. The highest primary members sit at 11.5: Asteroid, Automat AI, Browser Use and Skyvern, which between them cover supervised back office work, managed automation, the open source agent library and vision based browsing.
Full browser and computer-use agents ranking · Minded is the closest on documented coverage.
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6. FLOWX.AI, best for multi-agent platforms
FLOWX.AI, ServiceNow and UiPath are level at 14 of 14 at the top of the multi agent lane, ordered alphabetically. FLOWX.AI documents its multi agent designs as named patterns, a router with specialists, parallel specialists fanned out and joined, and agents alternating with deterministic rules behind approval gates, each agent carrying its own prompt, schema and model, and ships them assembled as stacks such as nine agents for mortgage underwriting. ServiceNow orchestrates teams of agents from AI Agent Studio and its Autonomous Workforce, reaching other systems over MCP and A2A. UiPath runs agents of every origin beside robots and people, its own system agents, low code agents from Studio Web, coded agents from a developer's own IDE and external agents invoked inside a process, all scheduled and traced through Orchestrator with Maestro above them. Fleet coordination is still held by enterprise platforms rather than won by the frameworks, the nearest of which is CrewAI at 13, and FLOWX.AI is the first company outside the incumbents to reach the top of it.
Full multi-agent platforms ranking · ServiceNow is the closest on documented coverage.
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7. Appian, best for agent builders
Appian, FLOWX.AI, Gumloop and UiPath are level at 14 of 14 at the top of the builder lane, ordered alphabetically, and three of the four arrive from process automation rather than from the agent native tools. Appian builds agents in Agent Studio as design objects that pair a written prompt with tools and run as a step inside a process model, leaving validations and human steps in the surrounding process. FLOWX.AI, whose primary category this is, builds them as nodes in a BPMN workflow, with the model chosen per node, a customer run evaluation harness over each agent, and a browser automation node for systems that have no API. Gumloop, the other primary member at 14, is the exception: a no code canvas for assembling AI powered pipelines and agents. UiPath builds them in Studio Web or in a developer's own IDE with its SDKs, grants tools explicitly, and escalates to a person through Action Center. StackAI, the next whose primary category this is, follows at 13.5.
Full agent builders ranking · FLOWX.AI is the closest on documented coverage.
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8. FLOWX.AI, best for agent infrastructure platforms
FLOWX.AI and Mastra are level at a full 14 of 14 at the top of agent infrastructure, ordered alphabetically, and that pairing is the finding on this page: of the seven records now at 14, three are not incumbent enterprise platforms, and two of those three lead this lane. FLOWX.AI reaches this lane from banking, on documented orchestration patterns, connectors built as independently deployable services over the systems it does not own, an Observatory layer for tracing and governance, and a published trust page. Mastra is an open source TypeScript framework installed from npm, defining an agent in one place with its instructions, model, tools and memory, composing durable workflows from typed steps with retries and branches, and selling a platform for hosted Studio, observability, evals and deployment.
Full agent infrastructure platforms ranking · Mastra is the closest on documented coverage.
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9. Appian, best for data analyst agents
Appian leads the data lane by anchoring agents inside governed process models, with data fabric context, agents that test other agents, and the deepest public sector security stack in the index at FedRAMP High. Dataiku follows, adding an agentic layer for building and governing agents on its enterprise machine learning platform.
Full data analyst agents ranking · Dataiku is the closest on documented coverage.
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10. HappyRobot, best for voice agents
HappyRobot leads voice on a secondary membership: its primary lane is enterprise operations, where it sells AI workers that handle calls and messages across voice, SMS, email, WhatsApp, chat, Teams and Slack, built in a workflow editor with more than 200 integrations and browser agents for systems without APIs. ElevenAgents follows, also on a secondary membership, with a platform for building, testing and running multimodal agents across telephony, web, WhatsApp and SMS on a customer chosen model, with a managed knowledge base and OpenTelemetry tracing.
Full voice agents ranking · ElevenAgents is the closest on documented coverage.
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11. Torq, best for security and SOC agents
Torq leads the SOC lane, where HyperSOC runs agentic triage, investigation and response on a governed security hyperautomation fabric with approval steps built into every workflow. CrowdStrike follows with Charlotte AI, which delivers agentic detection, triage and response inside the platform security teams already run.
Full security and SOC agents ranking · CrowdStrike is the closest on documented coverage.
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12. Edge Delta, best for SRE and DevOps agents
Edge Delta leads SRE and DevOps alone at 12 of 14, an observability and telemetry pipeline platform whose agents investigate incidents against the data they already carry. Seven records sit half a point behind at 11.5, and Corelayer is first of them alphabetically: an AI SRE for regulated, data heavy industries whose agents trace an anomaly through pipelines, deploys and infrastructure and surface a root cause cited back to logs and code. Doctor Droid, Itential, Komodor, Kubiya, NudgeBee and TierZero are level with it.
Full SRE and DevOps agents ranking · Corelayer is the closest on documented coverage.
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13. Innovaccer, best for healthcare agents
Innovaccer leads healthcare with Gravity, which unifies enterprise health data and ships more than 50 prebuilt agents plus a no code Agent Studio behind over 100 EHR and payer connectors. Owkin follows with K Pro, an agent for biopharma research and development that routes each request to specialized agents over multimodal patient data and the customer's own data and tools, with traceable runs and on premise or customer cloud deployment.
Full healthcare agents ranking · Owkin is the closest on documented coverage.
Recent verified changes from the leaders above
A directory is only as current as its last verification. These are the most recent sourced change log entries for the vendors named on this page, newest first, one per vendor. The rankings recompute as entries like these are verified, so a leader here can change between visits.
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GitHub Copilot browser/computer use
High impactGitHub Copilot can now operate desktop apps on macOS and Windows, in public preview in Copilot CLI and the Copilot app. It reads what is on screen, clicks, types, scrolls and drags through workflows, including software with no API or MCP integration.
October 1, 2026 · Verified · All GitHub Copilot changes
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Mastra deployment / data residency
Medium impactAny environment on Mastra's hosted platform can now get a Postgres database that accepts connections only from inside the same private network. It is created with one CLI command or at deploy time, placed in the environment's region and wired in automatically.
October 1, 2026 · Verified · All Mastra 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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Gumloop agent capability
Medium impactUsers can now text Gumball, Gumloop's personal agent, over iMessage, RCS or SMS to start a task, get replies in the same thread and approve steps by text. It is a public beta that admins can switch off by role.
September 29, 2026 · Partially Verified · All Gumloop changes
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OpenHands deployment / data residency
Medium impactOpenHands Enterprise 0.74.0 can run agent sandboxes in two new places, a managed E2B backend and a Kubernetes backend, and makes Docker sandboxes safe for multiple users.
September 29, 2026 · Verified · All OpenHands changes
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ElevenAgents agent capability
High impactElevenLabs released Eleven v4 and Eleven v4 Turbo, a new text to speech family it trained itself, with more expressive speech and better voice cloning across more than 90 languages. The Turbo model is the real time version for agents, with a stated median latency of about 100 ms, and both are available in ElevenAgents now.
September 28, 2026 · Verified · All ElevenAgents changes
Full change log · updated weekly across the whole index
How to use the directory
Start with the vendor directory to see the whole field, then open a lane on the rankings pages for the ordered version of this list. The comparison matrices put every vendor in a lane side by side across all 14 axes, and the change log records what moved this week, which is how a shortlist made today stays current next month. Pricing research covers all 956 vendors, including the 509 that publish no price at all. Buyers evaluating the horizontal tier rather than the whole field should start at the best agentic AI platforms ranking.
Questions buyers ask
What counts as a production ready AI agent?
On this page, production ready is a documentation standard, not a marketing claim. Every vendor listed is verified across a 14 point capability taxonomy covering tool calling, human oversight, deployment control, and auditability, and every record carries the date it was last verified. A vendor that markets autonomy but documents none of it scores accordingly.
How is this directory different from an AI agent marketplace?
A marketplace lists what vendors submit. This directory is researched: 956 vendors, 13,384 verified capability assessments, mechanical rankings that recompute as research is verified, and a change log recording what shifted. No vendor pays for placement and there are no affiliate links.
How are the category leaders chosen?
Mechanically. Each of the 13 use case lanes ranks its vendors by summed capability coverage across the 14 axis taxonomy, ties break alphabetically, and the leader shown here is whoever tops that ranking as of the last verification date. The full ordered field for every lane is public on the rankings pages.
How current is the directory?
Index data was last verified on October 3, 2026, and the change log records vendor level changes as they are verified. Rankings recompute automatically as research lands, so the leaders on this page can change between visits.