Agentic Index

The best multi-agent platforms in 2026, ranked

The best multi-agent platforms of 2026 are UiPath, Automation Anywhere, and CrewAI, ranked by verified capability coverage on the Agentic Index. All 50 researched vendors in the category are scored against the same 14 capabilities, and UiPath documents the broadest coverage at 13.5 out of 14.

Agentic Index ranks all 50 multi-agent platforms in its index by verified capability coverage. These are platforms that coordinate fleets of specialized agents on shared tasks. Each vendor is scored across the same 14 point taxonomy used throughout the index, most recently verified on 2026-07-30, and this ranking recomputes automatically as new research is verified.

Buyers also search this category as multi agent orchestration platforms, agent orchestration frameworks, and agentic automation platforms.

Scored on 14 buyer facing capabilities researched from public sources. No vendor pays for placement. How this ranking works

Best multi-agent platforms by buyer need

Best for complex multi step work

UiPath

Documents 3.0 of 3 on orchestration, memory, and knowledge grounding, and 13.5 of 14 overall.

Best for regulated and governed deployments

Automation Anywhere

Documents 3.0 of 3 on security, auditability, and human oversight, and 13.0 of 14 overall.

Best for developer extensibility

CrewAI

Documents 2.0 of 2 on APIs, MCP support, and tool calling, and 13.0 of 14 overall.

Best for fastest time to value

ServiceNow

Documents 2.0 of 2 on prebuilt packs and channel coverage, and 13.0 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.

1. 1

   U

   UiPath13.5 / 14

   Public agentic automation platform orchestrating AI agents, robots, and people end to end, with Maestro orchestration, Agent Builder, Autopilot, self healing, and the AI Trust Layer for governance.

2. 2

   A

   Automation Anywhere13.0 / 14

   Enterprise Agentic Process Automation platform that orchestrates goal driven AI agents, RPA bots, and human decisions across whole business processes.

3. 3

   C

   CrewAI13.0 / 14

   Open-source multi-agent orchestration framework for building collaborative AI crews.

4. 4

   S

   ServiceNow13.0 / 14

   Enterprise platform whose Now Assist agents automate IT, employee, and customer workflows.

5. 5

   B

   Boomi12.5 / 14

   Integration platform that adds agentic automation and an agent control tower across enterprise systems.

6. 6

   C

   CrowdStrike12.5 / 14

   Cybersecurity platform whose Charlotte AI delivers agentic detection, triage, and response in the SOC.

7. 7

   R

   Rasa12.5 / 14

   Open-source conversational AI platform and enterprise framework with full channel coverage, dialog orchestration, trustworthy-AI positioning, and self-hosted or SaaS deployment.

8. 8

   A

   Akka12.0 / 14

   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 Observability & Auditability and APIs / SDKs / MCP Extensibility and 9 more. No documented coverage on Browser / Computer-use.

9. 9

   D

   Databricks Mosaic AI12.0 / 14

   Databricks Mosaic AI platform for building, deploying, and orchestrating multi-agent systems.

   Full coverage on APIs, SDKs & MCP Extensibility and Model Flexibility & Routing and 9 more. No documented coverage on Browser & Computer Use.

10. 10

    D

    Dataiku12.0 / 14

    Enterprise AI and machine learning platform with an agentic layer for building and governing agents.

11. 11

    E

    Edge Delta12.0 / 14

    Agentic observability platform whose AI Teammates, coordinated by the OnCall AI super agent, autonomously triage alerts, run root cause analysis, review code and PRs, and file tickets across SRE, security, and DevOps work, grounded in real time telemetry.

12. 12

    K

    Kestra12.0 / 14

    Open source, event driven orchestration platform that unifies data, AI, infrastructure, and business workflows behind a declarative YAML interface, with AI native agents, human in the loop approvals, and more than one thousand two hundred plugins.

13. 13

    L

    Legion Intelligence12.0 / 14

    Secure agent orchestration platform, the Command Layer, for defense, government, and large enterprise, connecting critical systems, data, and models into governed agentic workflows with multi model routing, full auditability, and human command, deployable across cloud, on premise, classified, and air gapped environments.

14. 14

    O

    OutSystems12.0 / 14

    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.

15. 15

    A

    Altilia11.5 / 14

    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 Deployment & Data Residency and 8 more. No documented coverage on Browser / Computer-use.

16. 16

    D

    Distyl AI11.5 / 14

    Distyl AI is an enterprise multi agent platform, delivered by forward deployed engineers, whose Distillery product turns organizational knowledge into audited AI routines running inside Fortune 500 production systems.

    Full coverage on Integrations & Tool Calling and Workflow Orchestration and 8 more. No documented coverage on Browser & Computer Use.

17. 17

    I

    Innovaccer11.5 / 14

    The Agentic Cloud for Healthcare: Innovaccer Gravity unifies enterprise health data and deploys 50+ prebuilt AI agents plus a no-code Agent Studio, with 100+ EHR and 100+ payer connectors and a governed model framework with automated fairness and safety probing.

18. 18

    M

    Mindra11.5 / 14

    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 Observability & Auditability and Human Oversight & Guardrails and 8 more. No documented coverage on Browser / Computer-use.

19. 19

    R

    Redbird11.5 / 14

    Conversational analytics platform whose specialist AI agents automate the full data lifecycle, from collection and wrangling to data science and reporting, with full auditability and on prem LLM options.

20. 20

    S

    SuperAGI11.5 / 14

    Open-source autonomous AI agent platform with a graphical interface and agent marketplace.

21. 21

    d

    dSilo11.0 / 14

    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 Observability & Auditability and APIs / SDKs / MCP Extensibility and 7 more. No documented coverage on Browser / Computer-use.

22. 22

    K

    Kleio11.0 / 14

    Agentic commerce platform pairing a knowledge engine with thousands of orchestrated AI agents to run complex enterprise sales workflows end to end.

    Full coverage on APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 7 more. No documented coverage on Browser / Computer-use.

23. 23

    R

    Relevance AI11.0 / 14

    Platform for building and deploying a workforce of AI agents with a no-code tool builder.

24. 24

    A

    Agent Zero10.5 / 14

    Open-source multi-agent framework with its own Linux-VM agent, subordinate agents, and dynamic tool creation.

    Full coverage on Integrations & Tool Calling and Workflow Orchestration and 5 more.

25. 25

    A

    Augment Code10.5 / 14

    AI coding assistant evolving into an AI-native engineering platform. Cosmos (June 2026) adds specialized agent teams coordinating across the full SDLC with shared memory, MCP/webhook integrations, and multi-agent orchestration.

    Full coverage on APIs, SDKs & MCP Extensibility and Integrations & Tool Calling and 7 more. No documented coverage on Human Oversight & Guardrails and Browser & Computer Use.

26. 26

    AutoGPT10.5 / 14

    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 APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 6 more. No documented coverage on Browser / Computer-use.

27. 27

    Enhans10.5 / 14

    Enterprise AI execution platform whose ontology driven AgentOS and Large Action Model let agents make and carry out operational decisions across real systems, with a deep prebuilt commerce agent library and a you decide, agents act model.

28. 28

    Epiminds10.5 / 14

    Multi agent AI marketing team fronted by Lucy, orchestrating 20+ specialized agents that report, optimize, pace budgets, and execute across Google, Meta, and TikTok for agencies, with humans in control.

29. 29

    Pluto710.5 / 14

    AI native supply chain planning platform whose Pi Agent orchestrates over 100 specialized agents on a digital twin inside the customer Google Cloud tenant.

    Full coverage on Knowledge Grounding & RAG and Security, Identity & Governance and 7 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

30. 30

    SmythOS10.5 / 14

    Multi-agent operating system for orchestrating and deploying AI agents at scale.

31. 31

    AgentX10.0 / 14

    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 APIs / SDKs / MCP Extensibility and Triggers & Channel Coverage and 5 more. No documented coverage on Browser / Computer-use.

32. 32

    Opensee10.0 / 14

    Agentic analytics for financial risk and trading data whose multi agent system autonomously queries, analyzes, and acts on real time big data within permissions and guardrails.

    Full coverage on Observability & Auditability and Human Oversight & Guardrails and 5 more. No documented coverage on Browser / Computer-use.

33. 33

    Potato10.0 / 14

    Agents first scientific OS for life sciences whose AI research collaborator designs, runs, and analyzes experiments end to end with reproducible, scored results.

    Full coverage on Memory & State Persistence and Observability & Auditability and 5 more. No documented coverage on Browser / Computer-use.

34. 34

    RedOwl10.0 / 14

    Agentic AI platform for the office of the CFO that runs accounts payable end to end with real time governance, policy enforcement, and full audit trails.

    Full coverage on Triggers & Channel Coverage and Knowledge Grounding & RAG and 6 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

35. 35

    Wand AI10.0 / 14

    Agentic labor infrastructure and operating system for the hybrid workforce, letting governments and global enterprises create, execute, orchestrate, and govern AI agents that work alongside humans, from a single process up to entire divisions.

36. 36

    Weav.ai9.5 / 14

    AI native agentic decisioning platform for P&C insurance that unifies knowledge, decisions, and actions across underwriting, premium audit, and claims with human oversight.

    Full coverage on Integrations & Tool Calling and Human Oversight & Guardrails and 6 more. No documented coverage on Testing, Debugging & Optimization and Model Flexibility & Routing and 1 more.

37. 37

    ChipAgents9.0 / 14

    Agentic AI for chip design and verification that boosts RTL productivity for hardware engineering teams.

38. 38

    Hatchet9.0 / 14

    Durable orchestration engine for AI agents, background tasks, and mission-critical workflows, built on PostgreSQL with automatic retries, checkpointing, and observability, available as managed cloud or MIT-licensed self-host.

    Full coverage on APIs / SDKs / MCP Extensibility and Observability & Auditability and 5 more. No documented coverage on Knowledge Grounding & RAG and Browser / Computer-use and 1 more.

39. 39

    Sully.ai9.0 / 14

    Team of specialized AI employees for hospitals (Receptionist, Scribe, Coder, Nurse, Interpreter, Consultant) collaborating under one EHR connection across Epic, Cerner, MEDITECH and 50+ systems, with SOC 2 Type II and ISO 27001 attestations and a self host option.

40. 40

    Thefword9.0 / 14

    Agentic operations platform for fashion brands that orchestrates design, tech pack, vendor, and 3D agents to move from sketch to production ready collection.

    Full coverage on Prebuilt Agents / Templates / Packs and Memory & State Persistence and 4 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

41. 41

    Force Equals8.5 / 14

    AI native, multi agent enterprise planning operating system that helps PMOs and IT leaders prioritize, align, and execute complex initiatives.

    Full coverage on Observability & Auditability and Integrations & Tool Calling and 3 more. No documented coverage on Browser / Computer-use and Model Flexibility & Routing.

42. 42

    Kana8.5 / 14

    AI native agentic marketing platform of loosely coupled, tailorable agents that plan, run, and optimize campaigns with human approval gates throughout.

    Full coverage on Integrations & Tool Calling and Human Oversight & Guardrails and 3 more. No documented coverage on Model Flexibility & Routing and Browser / Computer-use.

43. 43

    Mastery AI8.5 / 14

    Agentic AI platform for insurance carriers, MGAs, and brokers that runs autonomous agents across submission intake, underwriting, peer review, renewal, and claims, with regulated first, on premises deployment.

    Full coverage on Model Flexibility & Routing and Integrations & Tool Calling and 5 more. No documented coverage on APIs / SDKs / MCP Extensibility and Browser / Computer-use and 2 more.

44. 44

    Otel AI8.5 / 14

    Vertical AI co-worker for hotels that connects 100+ property systems into one layer and runs continuous, traceable, human controlled operations across revenue, F&B, payroll, and procurement.

    Full coverage on Workflow Orchestration and Security, Identity & Governance and 5 more. No documented coverage on APIs / SDKs / MCP Extensibility and Testing, Debugging & Optimization and 2 more.

45. 45

    Artian8.0 / 14

    Enterprise multi agent AI platform for financial services: a Planner and Agent Builder compose governed, deployable multi agent workflows for capital markets, trading operations and wealth.

    Full coverage on Human Oversight & Guardrails and Security, Identity & Governance and 3 more. No documented coverage on Triggers & Channel Coverage and Browser / Computer-use and 1 more.

46. 46

    Pokee AI8.0 / 14

    Full-stack autonomous agent platform automating work across 90+ tools, with isolated cloud VMs and on-prem, on-device, or VPC deployment.

47. 47

    Connected-Stories7.0 / 14

    Multi-agent creative management platform for video advertising whose Core and Edge Agents orchestrate strategy, creation, distribution, and optimization, delivering personalized creatives to ad platforms and refining them in a closed performance loop.

    Full coverage on Observability & Auditability and Integrations & Tool Calling and 1 more. No documented coverage on Browser / Computer-use and APIs / SDKs / MCP Extensibility and 1 more.

48. 48

    AlethianAI6.0 / 14

    AI native multi agent healthcare platform that automates clinical workflows end to end, from intake and scribe to coding, billing, scheduling, and inbox, integrated with major EHRs.

    Full coverage on Workflow Orchestration and Integrations & Tool Calling and 2 more. No documented coverage on Memory & State Persistence and Model Flexibility & Routing and 4 more.

49. 49

    Sindri6.0 / 14

    Early stage industrial Agentic Execution AI that takes governed actions alongside operations teams in supply chain, capital projects, and maintenance, deployed inside the customer's own cloud.

    Full coverage on Workflow Orchestration and Prebuilt Agents / Templates / Packs and 2 more. No documented coverage on Observability & Auditability and Memory & State Persistence and 4 more.

50. 50

    Feltsense5.5 / 14

    Software company building fleets of agentic founders, AI agents that autonomously ideate, build, and take products to market with humans only at the edges.

    Full coverage on Workflow Orchestration. No documented coverage on APIs / SDKs / MCP Extensibility and Model Flexibility & Routing and 2 more.