Skip to content
Talk to Us

Blocks.ai publishes this comparison and sells in this market. Every claim about another product links to a public source.

CrewAI AMP vs IBM watsonx Orchestrate

CrewAI AMP

Platform for deploying, monitoring, and scaling CrewAI crews and agents

IBM watsonx Orchestrate

Agent management platform to build, deploy, orchestrate, and govern AI agents

Short answer

Both build and run AI agents, CrewAI AMP for crews and flows made with CrewAI; IBM watsonx Orchestrate also takes in external agents from other platforms.⁠Source 1, Source 2, Source 3, Source 4, Source 5 AMP has a free plan and can run in your VPC on Enterprise; watsonx Orchestrate’s paid plans start at $530 USD a month, with an on-premises option.⁠Source 6, Source 7, Source 8

By Blocks.ai teamLast checked

Where each one sits

Six layers of running AI agents at a company, and what each product’s own public sources say it covers.

Public sources · checked 2 October 2026
  • Offered
  • Preview

CrewAI AMP

  • Build agents: OfferedCrew Studio visual editor⁠Source 9
  • Host and run agents: OfferedManaged infrastructure for crews⁠Source 1
  • Identity and access: OfferedPer-deployment allow lists⁠Source 10
  • Registry and governance: OfferedAgent Repositories⁠Source 11
  • Traffic between agents, tools, and models: OfferedCustom MCP server connections⁠Source 12
  • Agents across organizations: PreviewPublic A2A agents⁠Source 13

IBM watsonx Orchestrate

  • Build agents: OfferedVisual builder and ADK⁠Source 14
  • Host and run agents: OfferedAgents run on watsonx Orchestrate⁠Source 4
  • Identity and access: PreviewAgent identity⁠Source 15
  • Registry and governance: OfferedAgentic Control Plane⁠Source 16
  • Traffic between agents, tools, and models: OfferedA2A calls to agent endpoints⁠Source 17
  • Agents across organizations: OfferedPartner A2A agents in catalog⁠Source 17

At a glance

TopicCrewAI AMPIBM watsonx Orchestrate
Building agentsIn code or in Crew Studio, a no-code and low-code builder that works from natural language and a visual workflow editor.⁠Source 1, Source 9, Source 18IBM says agents can be built in a visual builder with drag-and-drop and natural language, or with the Agent Development Kit (ADK), Python, APIs, and open-source frameworks.⁠Source 14
Agents it coversCrewAI Crews and Flows, deployed as automations.⁠Source 2 AMP’s docs don’t describe deploying agents built with other frameworks.Native agents, plus external agents from other platforms or third-party frameworks through supported protocols such as A2A.⁠Source 5, Source 19
Where it runsOn managed infrastructure.⁠Source 1 The Enterprise plan can run on CrewAI’s cloud, your own VPC, or your own infrastructure.⁠Source 6Managed SaaS in AWS and IBM Cloud regions, or on premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 8, Source 20
Access and identityThe Enterprise plan lists role-based access control and SSO.⁠Source 6 Per-agent identity is not publicly documented.Platform SSO over OIDC or SAML, with user, builder, and admin roles.⁠Source 21, Source 22 Agent identity is in private preview.⁠Source 23
PricingBasic is free, with 50 workflow executions a month.⁠Source 6 Enterprise is custom-priced.⁠Source 6Essentials from $530 and Standard from $6,360 USD a month; Premium on request.⁠Source 7 A 30-day free trial.⁠Source 7

What each one is

CrewAI AMP

CrewAI AMP is CrewAI’s platform for deploying, monitoring, and scaling crews and agents in production, extending its open-source framework.⁠Source 1 Teams build crews in code, or in Crew Studio with natural language and a visual editor.⁠Source 1, Source 9 CrewAI’s October 2025 launch post called it CrewAI AOP.⁠Source 24

IBM watsonx Orchestrate

IBM describes watsonx Orchestrate as an agent management platform to build, deploy, orchestrate, and govern agents, offered as SaaS or on premises.⁠Source 3, Source 8 IBM says its Agentic Control Plane, added to the SaaS in June 2026, governs agents wherever built or run.⁠Source 16, Source 25

The differences that matter

  1. Agents built elsewhere

    CrewAI AMP

    AMP deploys CrewAI Crews and Flows as automations;⁠Source 2 its docs don’t describe deploying agents built with other frameworks.

    IBM watsonx Orchestrate

    Native agents, plus external agents from other platforms and frameworks, including through A2A or an OpenAI-style chat completions endpoint; Python LangGraph agents can be imported.⁠Source 5, Source 19, Source 26

    IBM says that, in preview, its AI Gateway can discover agents registered in Amazon Bedrock AgentCore, Gemini Enterprise Agent Platform, or Azure AI Foundry, and import selected ones.⁠Source 27, Source 28, Source 29, Source 30

  2. Access and policy controls

    CrewAI AMP

    On Enterprise, custom roles can set most features to Manage, Read, or No access, and deployments can be private to allow-listed users and roles.⁠Source 6, Source 10

    IBM watsonx Orchestrate

    On SaaS outside AWS GovCloud, controls can block unsafe content, protect sensitive data, govern model traffic, and restrict network access; agent controls cover A2A agents.⁠Source 31

    Per-agent identity on AMP is not publicly documented. In watsonx Orchestrate, agent identity is a private preview.⁠Source 23

  3. Remote and partner agents

    CrewAI AMP

    CrewAI agents can delegate to remote A2A agents by URL; A2A server agents on AMP, in preview, can authenticate requests with one of six schemes.⁠Source 13, Source 32

    IBM watsonx Orchestrate

    Agents that IBM’s partners list in its catalog can be added as A2A collaborators, though not in on-premises deployments.⁠Source 17, Source 33

    For both, how another company keeps control of who reaches its agents once they are brought in, beyond issuing credentials, is not publicly documented.

For security teams

What a security review asks, answered from each vendor’s public documentation.

TopicCrewAI AMPIBM watsonx Orchestrate
Network exposureA deployed crew’s API requires a bearer token.⁠Source 34, Source 35 Custom MCP servers AMP connects to must be internet-reachable.⁠Source 12External agents need accessible endpoints.⁠Source 36 On IBM Cloud: a Satellite TLS tunnel, private endpoints, and network controls.⁠Source 31, Source 37, Source 38, Source 39
IdentityEnterprise lists role-based access control and SSO with Microsoft Entra or Okta.⁠Source 6 Per-agent identity is not publicly documented.Platform SSO over OIDC or SAML.⁠Source 21 Existing authentication uses an impersonation model; agent identity is in private preview.⁠Source 15, Source 23
Access changes and revocationOn Enterprise, a role permission allows deleting an automation.⁠Source 6, Source 10 Revoking a Platform API service account (beta) disables it immediately.⁠Source 40, Source 41On IBM Cloud, undeploying a released agent version is logged.⁠Source 42 Agents removed from AI Gateway’s directory (preview) can’t be collaborators.⁠Source 43
Audit trailExecution traces, exportable to your own OpenTelemetry collector.⁠Source 44, Source 45 AMP’s docs don’t describe a platform-wide audit log of admin events.Audit events can route to destinations you choose on IBM Cloud, or to your own S3 and CloudWatch on AWS.⁠Source 46, Source 47
ComplianceCrewAI says it maintains a SOC 2 Type 2 certified security program.⁠Source 48IBM says watsonx Orchestrate is FedRAMP authorized on AWS GovCloud (US) and the company holds ISO/IEC 27001:2022 certification.⁠Source 49, Source 50

Full comparison

18 criteria in five groups. Every cell links to its source, or says no public source answers it.

CrewAI AMP and IBM watsonx Orchestrate compared on 18 criteria
CrewAI AMPIBM watsonx Orchestrate
What it is
What it is and who it’s forCrewAI’s platform for deploying, monitoring, and scaling crews and agents in production.⁠Source 1 It extends CrewAI’s open-source framework.⁠Source 1IBM describes it as an agent management platform to build, deploy, orchestrate, manage, and govern AI agents, for IT, security, and AI leaders.⁠Source 3
MaturityCrewAI’s platform took the AMP name in October 2025.⁠Source 24, Source 51 The Platform API is in beta.⁠Source 41IBM said its unified release was GA in January 2024; the Agentic Control Plane followed in June 2026.⁠Source 25, Source 52 AI Gateway and some dashboards are in preview.⁠Source 27, Source 53
Control
Agent registry and discoveryAgent Repositories, on both plans, let an organization store, share, and reuse agent definitions.⁠Source 6, Source 11 Automations is the operations hub for deployed crews.⁠Source 54IBM says its searchable catalog holds prebuilt and custom agents and tools.⁠Source 55 AI Gateway’s agent directory (preview) holds imported external agents.⁠Source 27, Source 43
Identity and access controlEnterprise lists role-based access control, which can make a deployment private to allow-listed users and roles, and SSO with Microsoft Entra or Okta.⁠Source 6, Source 10Platform SSO over OIDC or SAML; user, builder, and admin roles.⁠Source 21, Source 22 Agent identity is in private preview; existing authentication uses impersonation.⁠Source 15, Source 23
Ownership, policy, and revocationOn Enterprise, custom roles can set most features to Manage, Read, or No access.⁠Source 6, Source 10 On both plans, flows can pause for human review.⁠Source 6, Source 56On SaaS outside AWS GovCloud, controls can block unsafe content, protect data, govern model traffic, and limit network access.⁠Source 31 Agent controls cover A2A agents.⁠Source 31
Audit log and observabilityExecution traces from inputs to outputs, with OpenTelemetry export to your own collector.⁠Source 44, Source 45 AMP’s docs don’t describe a platform-wide audit log of admin events.Traces give a high-level view of a request; registered outside agents can export theirs.⁠Source 57, Source 58 Audit events can go to IBM Cloud targets, or S3 and CloudWatch on AWS.⁠Source 46, Source 47
Connection
How agents connectCrews run on managed infrastructure, and a crew’s API is protected by a bearer token.⁠Source 1, Source 35 Custom MCP servers must be reachable from the internet.⁠Source 12Agents hosted elsewhere need an accessible endpoint.⁠Source 36 IBM publishes outbound IPs to allowlist; on IBM Cloud, a Satellite TLS tunnel and private endpoints.⁠Source 8, Source 37, Source 38
Agents across organizationsCrewAI agents can delegate tasks to remote A2A agents by URL.⁠Source 32 A2A server agents on AMP, in preview, can authenticate requests with one of six schemes.⁠Source 13Partner agents in IBM’s catalog can be A2A collaborators, except on premises.⁠Source 17, Source 33 A connection defines how watsonx Orchestrate authenticates to external A2A agents.⁠Source 59
Protocol supportCrewAI agents can act as A2A clients and servers; A2A server agents on AMP are in preview.⁠Source 13, Source 32 AMP can connect to MCP servers and offers Export as MCP.⁠Source 12, Source 54Calls external A2A agents over JSON-RPC 2.0 only, and exposes its own through A2A endpoints.⁠Source 26, Source 60 Imports MCP server tools; OAuth 2.1 isn’t supported there.⁠Source 61
Frameworks, models, and clouds supportedDeploys CrewAI Crews and Flows.⁠Source 2 Crew Studio source downloads as a ZIP for work in code.⁠Source 9 AMP’s docs don’t describe deploying other frameworks’ agents.IBM says it supports native, Langflow, LangGraph, and A2A agents.⁠Source 19 Chat completions agents, plus Agentforce and Copilot Studio agents, can be added.⁠Source 5, Source 26
Operations
Deployment options and data residencyThe Enterprise plan can run on CrewAI’s cloud, your own VPC, or your own infrastructure.⁠Source 6 Data residency commitments are not publicly documented.Managed SaaS in AWS and IBM Cloud regions, or on-premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 8, Source 20 The control plane isn’t supported in AWS GovCloud (US).⁠Source 53
Compliance attestationsCrewAI says it maintains a SOC 2 Type 2 certified security program.⁠Source 48 Its trust center lists a HIPAA audit report from February 2026.⁠Source 48IBM says the product is FedRAMP authorized on AWS GovCloud (US), and the company holds ISO/IEC 27001:2022 certification.⁠Source 49, Source 50 Premium lists a HIPAA-ready option.⁠Source 7
Support and SLACommunity support on both plans; dedicated and Slack or Teams support on Enterprise.⁠Source 6 An uptime SLA is not publicly documented.On AWS, IBM states a 99.9% availability SLA.⁠Source 62 On IBM Cloud, it points to the base IBM Cloud Service Description.⁠Source 63 Support cases can be opened.⁠Source 64
Time and effort to get runningThe deploy guide starts from a crew or flow that runs locally.⁠Source 35 Crew Studio needs an LLM connection first.⁠Source 18 Enterprise includes a 45-day onboarding.⁠Source 6An admin guide covers setup and user access; platform SSO is set up with IBM.⁠Source 21, Source 65 Agent identity, in private preview, needs a separate IdP tenant.⁠Source 23
Pricing model and public pricesBasic is free, with 50 workflow executions a month.⁠Source 6 Enterprise is custom-priced.⁠Source 6Essentials from $530 and Standard from $6,360 USD a month, sized by active users and messages; Premium on request.⁠Source 7 30-day free trial.⁠Source 7 Prices are indicative.⁠Source 7
Building
Agent building toolsBuild crews in code or in Crew Studio, a no-code and low-code builder that uses natural language and a visual workflow editor.⁠Source 1, Source 9, Source 18IBM says agents can be built in a visual builder or with the ADK, Python, APIs, and open-source frameworks, and Langflow workflows deployed as tools.⁠Source 14
Model accessThe docs say any LLM provider CrewAI supports can be used; the Crew Studio setup guide lists OpenAI or Azure.⁠Source 18 You add your own API key.⁠Source 18IBM-hosted and third-party models, varying by cloud, region, and deployment.⁠Source 66 Most regions default to GPT-OSS 120B via Groq.⁠Source 66 Other providers can be added.⁠Source 67
Integrations and ecosystemCrewAI says Crew Studio can connect to more than 1,000 applications.⁠Source 68 A Marketplace lists integrations and tools; custom tools go in a Tool Repository.⁠Source 69, Source 70IBM says its catalog shows how IBM and partner agents connect to systems such as Microsoft 365, Salesforce, SAP, and Workday.⁠Source 55 Sold on AWS Marketplace too.⁠Source 7

Which to choose

Choose CrewAI AMP if

  • Your teams build with CrewAI and want one platform to deploy, monitor, and scale crews in production.⁠Source 1, Source 2
  • You want people to build crews with or without code, in Crew Studio, from natural language and a visual workflow editor.⁠Source 9, Source 18, Source 71
  • You want to start free: the Basic plan includes 50 workflow executions a month, and Enterprise is custom-priced.⁠Source 6
  • You want the option to run the platform in your own VPC or on your own infrastructure, on the Enterprise plan.⁠Source 6

Choose IBM watsonx Orchestrate if

  • You want to manage agents built on it alongside external ones, such as Salesforce Agentforce, LangGraph, or Copilot Studio agents.⁠Source 3, Source 5, Source 19, Source 26
  • You want controls, on SaaS outside AWS GovCloud, that can block unsafe content, protect data, govern model traffic, and restrict network access.⁠Source 31
  • You want a catalog that, IBM says, shows how each IBM and partner agent connects to systems such as SAP and Workday.⁠Source 55
  • You want published starting prices, a 30-day free trial, and a stated 99.9% availability SLA on AWS.⁠Source 7, Source 62

Questions buyers ask

Can either one manage agents built with other frameworks?

IBM watsonx Orchestrate can take in external agents from third-party frameworks through supported protocols, such as A2A, and import Python LangGraph agents.⁠Source 5, Source 19, Source 26 AMP deploys CrewAI Crews and Flows;⁠Source 2 its docs don’t describe deploying or governing other frameworks’ agents.

Do CrewAI AMP and IBM watsonx Orchestrate support A2A and MCP?

Both do: CrewAI agents can act as A2A clients and servers, A2A server agents on AMP are in preview, and AMP can connect to MCP servers.⁠Source 12, Source 13, Source 32 watsonx Orchestrate calls external A2A agents, exposes its own over A2A, and imports tools from MCP servers.⁠Source 26, Source 60, Source 61

How is each one priced?

CrewAI’s Basic plan is free, with 50 workflow executions a month, and its Enterprise plan is custom-priced.⁠Source 6 IBM’s Essentials plan starts at $530 USD a month and Standard at $6,360; Premium is priced on request, and there is a 30-day free trial.⁠Source 7

Is CrewAI AMP the same as the open-source CrewAI framework?

AMP extends CrewAI’s open-source framework with features for production deployments, collaboration, and scalability.⁠Source 1 Its guide to deploying on AMP starts from a crew or flow that already runs locally.⁠Source 35

How we compare

Read the full method

Every claim on this page links to a public source. Where none answers a question, the page says so.

We re-check every fact at least every 90 days. This page was last checked .

Something wrong or out of date? Tell us and we’ll correct it.

Sources

76 public sources, each with the date we checked it. Every one opens in a new tab.

  1. Source 1: CrewAI AMP (platform docs introduction) CrewAI · checked Back:abcdefghijkl

  2. Source 2: Prepare for Deployment CrewAI · checked Back:abcdef

  3. Source 3: IBM watsonx Orchestrate IBM · checked Back:abcd

  4. Source 4: Welcome to IBM watsonx Orchestrate Agent Development Kit IBM · checked Back:ab

  5. Source 5: Overview - Agents (watsonx Orchestrate ADK docs) IBM · checked Back:abcdef

  6. Source 6: Pricing | CrewAI CrewAI · checked Back:abcdefghijklmnopqrst

  7. Source 7: IBM watsonx Orchestrate Pricing IBM · checked Back:abcdefghij

  8. Source 8: Regional availability and outbound IP addresses IBM · checked Back:abcde

  9. Source 9: Crew Studio CrewAI · checked Back:abcdef

  10. Source 10: Role-Based Access Control (RBAC) CrewAI · checked Back:abcde

  11. Source 11: Agent Repositories CrewAI · checked Back:ab

  12. Source 12: Custom MCP Servers CrewAI · checked Back:abcde

  13. Source 13: A2A on AMP CrewAI · checked Back:abcde

  14. Source 14: AI Agent Builder | IBM watsonx Orchestrate IBM · checked Back:abc

  15. Source 15: Agent identity overview IBM · checked Back:abc

  16. Source 16: AI Agent Control Plane | IBM watsonx Orchestrate IBM · checked Back:ab

  17. Source 17: Partner A2A (Agent2Agent) agents IBM · checked Back:abcd

  18. Source 18: Enable Crew Studio CrewAI · checked Back:abcdef

  19. Source 19: Manage all your AI agents in one place with watsonx Orchestrate IBM · checked Back:abcde

  20. Source 20: Installing on IBM watsonx Orchestrate On-premises IBM · checked Back:ab

  21. Source 21: Configuring SSO for platform access IBM · checked Back:abcd

  22. Source 22: Roles on IBM watsonx Orchestrate IBM · checked Back:ab

  23. Source 23: Prerequisites for configuring agent identity IBM · checked Back:abcde

  24. Source 24: CrewAI AMP - The Agent Management Platform CrewAI · checked Back:ab

  25. Source 25: Agentic Control Plane in IBM watsonx Orchestrate: One place to control every AI agent IBM · checked Back:ab

  26. Source 26: Connect to external agents (watsonx Orchestrate ADK docs) IBM · checked Back:abcdefgh

  27. Source 27: Governing assets with AI Gateway IBM · checked Back:abc

  28. Source 28: Connecting and configuring Amazon Bedrock IBM · checked Back to text

  29. Source 29: Connecting and configuring Gemini Enterprise Agent Platform IBM · checked Back to text

  30. Source 30: Connecting and configuring Microsoft Azure AI Foundry IBM · checked Back to text

  31. Source 31: Protecting assets with controls IBM · checked Back:abcde

  32. Source 32: Agent-to-Agent (A2A) Protocol (CrewAI framework docs) CrewAI · checked Back:abcde

  33. Source 33: Any agent, any framework: Inside the IBM watsonx Orchestrate Agent Catalog IBM · checked Back:ab

  34. Source 34: Kickoff Crew CrewAI · checked Back to text

  35. Source 35: Deploy to AMP CrewAI · checked Back:abcd

  36. Source 36: Adding agents from third-party platforms IBM · checked Back:ab

  37. Source 37: Configuring TLS tunnel IBM · checked Back:ab

  38. Source 38: Using private network endpoints IBM · checked Back:ab

  39. Source 39: Configuring network controls IBM · checked Back to text

  40. Source 40: Service accounts CrewAI · checked Back to text

  41. Source 41: Introduction (CrewAI Platform API) CrewAI · checked Back:ab

  42. Source 42: List of events for activity tracking IBM · checked Back to text

  43. Source 43: Managing the agent directory IBM · checked Back:ab

  44. Source 44: Traces CrewAI · checked Back:ab

  45. Source 45: OpenTelemetry Export CrewAI · checked Back:ab

  46. Source 46: Activity tracking events on IBM Cloud IBM · checked Back:ab

  47. Source 47: Enabling external logging for AWS IBM · checked Back:ab

  48. Source 48: Trust Center - CrewAI CrewAI · checked Back:abc

  49. Source 49: IBM Expands FedRAMP Portfolio with Authorization of 11 Software Solutions, Including watsonx IBM · checked Back:ab

  50. Source 50: ISO 27001 - IBM Corporation Certificate (Bureau Veritas, ISO/IEC 27001:2022) IBM · checked Back:ab

  51. Source 51: Changelog (CrewAI docs) CrewAI · checked Back to text

  52. Source 52: The AI Assistant for everyone: watsonx Orchestrate combines generative AI and automation to boost productivity | IBM IBM · checked Back to text

  53. Source 53: Agentic Control Plane IBM · checked Back:ab

  54. Source 54: Automations CrewAI · checked Back:ab

  55. Source 55: IBM watsonx Orchestrate Agent Catalog IBM · checked Back:abc

  56. Source 56: Flow HITL Management CrewAI · checked Back to text

  57. Source 57: Overview - Traces (watsonx Orchestrate ADK docs) IBM · checked Back to text

  58. Source 58: Exporting observability traces with OpenTelemetry (watsonx Orchestrate ADK docs) IBM · checked Back to text

  59. Source 59: Adding an agent-to-agent connection IBM · checked Back to text

  60. Source 60: Agent-to-Agent (A2A) Protocol endpoints IBM · checked Back:abc

  61. Source 61: MCP servers IBM · checked Back:ab

  62. Source 62: High availability, business continuity, backups and disaster recovery on AWS IBM · checked Back:ab

  63. Source 63: Licenses and entitlements for watsonx Orchestrate on IBM Cloud IBM · checked Back to text

  64. Source 64: Getting help and support IBM · checked Back to text

  65. Source 65: Getting started as an administrator IBM · checked Back to text

  66. Source 66: Available AI models IBM · checked Back:ab

  67. Source 67: Choosing your LLM (watsonx Orchestrate ADK docs) IBM · checked Back to text

  68. Source 68: Crew Studio: The Automated Agent Builder CrewAI · checked Back to text

  69. Source 69: Marketplace CrewAI · checked Back to text

  70. Source 70: Tools & Integrations CrewAI · checked Back to text

  71. Source 71: CrewAI agent management platform page CrewAI · checked Back to text

  72. Source 72: Why Blocks? Blocks.ai · checked Back to text

  73. Source 73: What is Blocks? Blocks.ai · checked Back to text

  74. Source 74: Your company's private network Blocks.ai · checked Back to text

  75. Source 75: Network requirements Blocks.ai · checked Back to text

  76. Source 76: Solutions: Agent sprawl Blocks.ai · checked Back to text