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Gemini Enterprise Agent Platform vs IBM watsonx Orchestrate

Gemini Enterprise Agent Platform

Google Cloud platform to build, deploy, govern, and optimize AI agents

IBM watsonx Orchestrate

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

Short answer

Both are platforms to build, deploy, and govern agents: Google Cloud’s Gemini Enterprise Agent Platform is billed by use, and IBM watsonx Orchestrate is sold by plan, as SaaS or on premises.⁠Source 1, Source 2, Source 3, Source 4, Source 5, Source 6, Source 7 Agent Platform can give each agent on supported runtimes a SPIFFE-based identity; in watsonx Orchestrate, per-agent identity is in private preview.⁠Source 8, Source 9

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

Gemini Enterprise Agent Platform

  • Build agents: OfferedAgent Studio low-code canvas⁠Source 1
  • Host and run agents: OfferedAgent Runtime⁠Source 10
  • Identity and access: OfferedSPIFFE-based Agent Identity⁠Source 8
  • Registry and governance: OfferedAgent Registry⁠Source 11
  • Traffic between agents, tools, and models: OfferedAgent Gateway⁠Source 10
  • Agents across organizations: OfferedGateway calls to outside agents⁠Source 10

IBM watsonx Orchestrate

  • Build agents: OfferedVisual builder and ADK⁠Source 12
  • Host and run agents: OfferedAgents run on watsonx Orchestrate⁠Source 13
  • Identity and access: PreviewAgent identity⁠Source 14
  • Registry and governance: OfferedAgentic Control Plane⁠Source 15
  • Traffic between agents, tools, and models: OfferedA2A calls to agent endpoints⁠Source 16
  • Agents across organizations: OfferedPartner A2A agents in catalog⁠Source 16

At a glance

TopicGemini Enterprise Agent PlatformIBM watsonx Orchestrate
What it isGoogle Cloud platform to build, deploy, govern, and optimize agents, described as an evolution of Vertex AI.⁠Source 1, Source 2IBM calls it an agent management platform to build, deploy, orchestrate, manage, and govern agents, with a visual builder.⁠Source 5, Source 12
Where it runsOn Google Cloud: Agent Gateway is managed and regional, and agent infrastructure data at rest stays in the selected location.⁠Source 17, Source 18, Source 19 A self-hosted registry or gateway is not publicly documented.Managed SaaS on AWS or IBM Cloud, or installed on premises.⁠Source 7, Source 20
Agent identityAgents on Agent Runtime, the Gemini Enterprise app, or Cloud Run can each have a SPIFFE-based Agent Identity.⁠Source 8 Agent Identity is generally available; the Agent Identity API is in preview.⁠Source 21Per-agent identity through IBM Verify or Microsoft Entra is in private preview.⁠Source 9
Pricing modelAgent Registry is free; skill scanning is billed from January 2027.⁠Source 3 Agent Gateway egress is $0.085 per 15,000 requests, and Agent Runtime compute $0.085 per vCPU-hour, with a monthly free tier.⁠Source 4By plan: Essentials from $530 a month for 4,000 monthly active users, Standard from $6,360 a month, and Premium on request.⁠Source 6
MaturityGoogle announced it on 22 April 2026.⁠Source 22 Agent Registry and Agent Gateway generally available since 18 June 2026.⁠Source 21IBM said the unified release of watsonx Orchestrate was generally available in January 2024; the Agentic Control Plane followed in June 2026.⁠Source 23, Source 24 AI Gateway, which can discover agents on other platforms, is in preview.⁠Source 25

What each one is

Gemini Enterprise Agent Platform

Gemini Enterprise Agent Platform is Google Cloud’s platform to build, deploy, govern, and optimize agents, an evolution of Vertex AI.⁠Source 1, Source 2 Agent Registry catalogs agents, MCP servers, and tools; Agent Identity can give agents on supported runtimes identities; and Agent Gateway checks traffic against policy.⁠Source 8, Source 10, Source 11

IBM watsonx Orchestrate

IBM describes watsonx Orchestrate as an agent management platform to build, deploy, orchestrate, manage, and govern agents, for IT, security, and AI leaders.⁠Source 5 It describes the Agentic Control Plane as a centralized layer to observe and govern agents, wherever they were built or run.⁠Source 15

The differences that matter

  1. How agents are built and run

    Gemini Enterprise Agent Platform

    Agents can be designed in Agent Studio’s low-code canvas or coded with the Agent Development Kit, and run on Agent Runtime.⁠Source 1, Source 4, Source 10

    IBM watsonx Orchestrate

    IBM says agents can be built in a visual builder with drag-and-drop and natural language; Agent Development Kit agents run on watsonx Orchestrate.⁠Source 12, Source 13

    Two different toolkits share the name Agent Development Kit: Google’s is a framework for building and deploying agents; IBM’s is a Python library and command line tool.⁠Source 1, Source 13

  2. Agents from other platforms

    Gemini Enterprise Agent Platform

    Agent Registry can register agents on supported Google Cloud runtimes automatically; agents elsewhere, or in other projects, need manual registration.⁠Source 26, Source 27

    IBM watsonx Orchestrate

    Agents hosted elsewhere are added by endpoint (A2A or chat completions); IBM says discovery in AgentCore, Agent Platform, or Azure AI Foundry is in preview.⁠Source 28, Source 29, Source 30, Source 31, Source 32, Source 33

  3. Where policy is enforced

    Gemini Enterprise Agent Platform

    By default, Agent Gateway blocks an agent’s outbound connections without an IAM policy grant; Model Armor filters can scan prompts and tool responses.⁠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 34

    Google’s policies also have a dry-run mode that logs violations without blocking; IBM’s security control center shows each agent’s connections, tools, and permissions.⁠Source 35, Source 36

For security teams

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

TopicGemini Enterprise Agent PlatformIBM watsonx Orchestrate
Network exposureOutside agents are registered by endpoint or agent card.⁠Source 37 Agent Gateway checks agents’ outbound calls against IAM access policy.⁠Source 10External agents need accessible endpoints.⁠Source 28 On IBM Cloud: a Satellite TLS tunnel, private endpoints, and network controls.⁠Source 34, Source 38, Source 39, Source 40
IdentityAgents on supported runtimes can have a SPIFFE-based Agent Identity, generally available; the Agent Identity API is in preview.⁠Source 8, Source 21Platform SSO uses OIDC or SAML.⁠Source 41 Per-agent identity is in private preview; existing authentication types use an impersonation model.⁠Source 9, Source 14
Access changes and revocationDeny rules override allow rules.⁠Source 35 Deleting an agent leaves its IAM bindings as inactive grants, to be removed by hand.⁠Source 8On IBM Cloud, undeploying a released agent version is logged; removing an agent from AI Gateway’s directory (preview) is permanent.⁠Source 42, Source 43
Audit trailRegistry admin changes are audit-logged; other calls only if Data Access logs are on.⁠Source 44, Source 45 Agent Identity actions are audit-logged too.⁠Source 8Audit events can go to your chosen destinations on IBM Cloud, or to your S3 and CloudWatch on AWS.⁠Source 46, Source 47
ComplianceListed in scope for ISO 27001, SOC 1, 2, and 3, and PCI DSS, and in Google Cloud’s HIPAA BAA.⁠Source 48, Source 49IBM says watsonx Orchestrate is FedRAMP authorized on AWS GovCloud (US) and the company holds ISO/IEC 27001:2022 certification.⁠Source 50, Source 51

Full comparison

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

Gemini Enterprise Agent Platform and IBM watsonx Orchestrate compared on 18 criteria
Gemini Enterprise Agent PlatformIBM watsonx Orchestrate
What it is
What it is and who it’s forGoogle Cloud platform to build, deploy, govern, and optimize agents, described as an evolution of Vertex AI, for developers and technical teams.⁠Source 1, Source 2IBM describes it as an agent management platform to build, deploy, orchestrate, manage, and govern agents, for IT, security, and AI leaders.⁠Source 5
MaturityGoogle announced it on 22 April 2026.⁠Source 22 Registry and Gateway GA 18 June 2026.⁠Source 21 Agent Identity is generally available; the Agent Identity API is in preview.⁠Source 21IBM said its unified release was GA in January 2024; the Agentic Control Plane followed in June 2026.⁠Source 23, Source 24 AI Gateway and some dashboards are in preview.⁠Source 25, Source 52
Control
Agent registry and discoveryAgent Registry: a per-project catalog of agents, MCP servers, and tools.⁠Source 11, Source 17 Agents on supported runtimes can be registered automatically, others manually.⁠Source 26, Source 27IBM says its searchable catalog holds prebuilt and custom agents and tools.⁠Source 53 AI Gateway’s agent directory (preview) lists imported external agents.⁠Source 43
Identity and access controlAgents on supported runtimes can each have a SPIFFE-based identity.⁠Source 8 By default, Agent Gateway blocks outbound connections without an IAM policy grant.⁠Source 10Platform SSO with OIDC or SAML, and user, builder, and administrator roles.⁠Source 41, Source 54 Per-agent identity is in private preview.⁠Source 9
Ownership, policy, and revocationAllow and deny access policies (deny overrides allow), enforce and dry-run modes, and Model Armor filters.⁠Source 10, Source 35 An agent owner field is not publicly documented.On SaaS outside AWS GovCloud, controls can block unsafe content, protect data, govern model traffic, and restrict network access.⁠Source 34 Agent owners: private preview.⁠Source 9
Audit log and observabilityRegistry admin changes are audit-logged; reads only if Data Access logs are on.⁠Source 44, Source 45 Gateway logs record access requests.⁠Source 55 Traces need agents’ OpenTelemetry data.⁠Source 56Traces 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 connectAgent Gateway can govern calls into Runtime agents and out of them and the Gemini Enterprise app.⁠Source 10 Outside agents can be registered by endpoint or agent card.⁠Source 37ADK agents run on watsonx Orchestrate; ones hosted elsewhere need accessible endpoints.⁠Source 13, Source 28 On IBM Cloud: a Satellite TLS tunnel and private endpoints.⁠Source 38, Source 39
Agents across organizationsAgent Runtime agents can call agents anywhere through Agent Gateway.⁠Source 10 Granting another organization’s identities IAM access to them: not publicly documented.Except on premises, partner A2A agents from IBM’s catalog can be collaborators.⁠Source 16 A connection sets how Orchestrate authenticates to an external A2A agent.⁠Source 59
Protocol supportAgent Registry catalogs MCP servers and A2A agents; Agent Gateway carries MCP and A2A traffic.⁠Source 10, Source 27, Source 60 A2A agents on Agent Runtime are in preview.⁠Source 61Calls external A2A agents over JSON-RPC and exposes its agents through A2A endpoints.⁠Source 30, Source 62 Imports MCP tools; OAuth 2.1 isn’t supported for MCP connections.⁠Source 63
Frameworks, models, and clouds supportedAgent Development Kit or any open-source framework, with Gemini or other Model Garden models.⁠Source 64 Agents hosted outside Google Cloud can be registered manually.⁠Source 37IBM says it supports native, Langflow, LangGraph, and A2A agents.⁠Source 65 Agents with an OpenAI-style chat completions endpoint and Copilot Studio agents can be added.⁠Source 30
Operations
Deployment options and data residencyAgent Gateway is managed and regional.⁠Source 18 Agent infrastructure data at rest stays in the chosen location.⁠Source 19 Self-hosted registry or gateway: not publicly documented.SaaS on AWS or IBM Cloud, or on premises on IBM Cloud Pak for Data or IBM Software Hub.⁠Source 7, Source 20 The control plane isn’t supported in AWS GovCloud (US).⁠Source 52
Compliance attestationsGoogle lists Agent Platform in scope for ISO 27001, 27017, and 27018, SOC 1, 2, and 3, and PCI DSS, and among products the Google Cloud HIPAA BAA includes.⁠Source 48, Source 49IBM says the product is FedRAMP authorized on AWS GovCloud (US), and the company holds ISO/IEC 27001:2022 certification.⁠Source 50, Source 51 Premium lists a HIPAA-ready option.⁠Source 6
Support and SLAGoogle Cloud support packages, such as 24/7 coverage.⁠Source 66 An uptime SLA naming Agent Registry, Gateway, Identity, or Runtime is not publicly documented.On AWS, IBM states a 99.9% availability SLA.⁠Source 67 On IBM Cloud, it points to the base IBM Cloud Service Description.⁠Source 68 Support cases can be opened.⁠Source 69
Time and effort to get runningA Google Cloud project with the Agent Registry API enabled, plus the Identity-Aware Proxy API for gateway policy.⁠Source 17 Google recommends dry-run mode in staging.⁠Source 35IBM’s administrator guide covers environment setup and user access.⁠Source 70 Platform SSO is configured with IBM.⁠Source 41 The control plane needs the Admin or Builder role.⁠Source 52
Pricing model and public pricesAgent Registry is free; skill scanning is billed from January 2027.⁠Source 3 Gateway egress: $0.085 per 15,000 requests; runtime: $0.085 a vCPU-hour.⁠Source 4 Monthly free tier.⁠Source 4Essentials from $530 and Standard from $6,360 a month, sized by users and messages; Premium on request.⁠Source 6 List prices are indicative.⁠Source 6 30-day free trial.⁠Source 6
Building
Agent building toolsAgent Studio (low-code canvas), the open-source Agent Development Kit, and Agent Garden prebuilt agents and templates.⁠Source 1, Source 64 A Managed Agents API is in preview.⁠Source 1IBM says agents can be built in a drag-and-drop visual builder or with the Agent Development Kit, and Langflow workflows deployed as tools.⁠Source 12, Source 13
Model accessMore than 200 models through Model Garden, Google says, including Gemini, third-party models such as Anthropic’s Claude, and open-source models.⁠Source 1, Source 22IBM-hosted and third-party models, varying by cloud, region, and deployment.⁠Source 71 Default in most regions: GPT-OSS 120B via Groq.⁠Source 71 Others as virtual models.⁠Source 72
Integrations and ecosystemAgents in Agent Registry can be made available to users of the Gemini Enterprise app.⁠Source 18 Google’s own remote MCP servers are registered automatically.⁠Source 60IBM says its catalog lists prebuilt IBM and partner agents, and ISVs can list agents through Agent Connect.⁠Source 53, Source 73 Sold via the IBM Cloud Catalog or AWS Marketplace.⁠Source 6

Which to choose

Choose Gemini Enterprise Agent Platform if

  • You want to build, deploy, and govern agents on Google Cloud, with Agent Studio and the open-source Agent Development Kit.⁠Source 1, Source 2, Source 64
  • You want usage-based billing: Agent Registry is free, skill scanning is billed from January 2027, and Agent Runtime bills vCPU and memory.⁠Source 3, Source 4
  • You want policy enforced at a gateway, with outbound connections blocked by default and Model Armor scanning prompts and tool responses.⁠Source 10
  • You want each agent on supported runtimes to have its own SPIFFE-based identity, acting as itself or for a user.⁠Source 8

Choose IBM watsonx Orchestrate if

  • You need an on-premises install (IBM Cloud Pak for Data or Software Hub), where some agent controls aren’t available, or SaaS.⁠Source 7, Source 20, Source 74
  • Your agents run elsewhere: external agents are added by endpoint over A2A or chat completions, and cross-cloud discovery is in preview.⁠Source 25, Source 28, Source 30, Source 31, Source 32, Source 33, Source 65
  • You want prebuilt agents: IBM says its catalog lists IBM and partner agents; partner A2A agents can be collaborators, not on premises.⁠Source 16, Source 53
  • You prefer plan pricing: Essentials starts at $530 a month for 4,000 monthly active users, with a 30-day free trial.⁠Source 6

Questions buyers ask

How is each one priced?

Agent Registry is free; skill scanning is billed from January 2027.⁠Source 3 Agent Gateway egress is $0.085 per 15,000 requests, and Agent Runtime $0.085 per vCPU-hour plus memory.⁠Source 4 IBM watsonx Orchestrate is sold by plan, from $530 a month, with Premium priced on request.⁠Source 6

Can each one manage agents built elsewhere?

Agent Registry lists outside agents by manual registration; Agent Gateway can govern traffic for agents on Agent Runtime and in the Gemini Enterprise app.⁠Source 10, Source 37 watsonx Orchestrate adds external agents over A2A or chat completions; on SaaS outside AWS GovCloud, its agent controls cover A2A agents.⁠Source 30, Source 34, Source 65

Do they support MCP and A2A?

Agent Registry catalogs MCP servers and A2A agents, and Agent Gateway carries MCP and A2A traffic; A2A agents on Agent Runtime are in preview.⁠Source 10, Source 27, Source 60, Source 61 watsonx Orchestrate calls external A2A agents, exposes its own through A2A endpoints, and imports tools from MCP servers.⁠Source 30, Source 62, Source 63

Can either one connect agents across organizations?

Agent Runtime agents can call agents anywhere through Agent Gateway.⁠Source 10 Google says preview A2A agents handling their own auth can be exposed to untrusted callers.⁠Source 76 Except on premises, watsonx Orchestrate can add partner A2A agents from its catalog as collaborators.⁠Source 16

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 .

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Sources

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

  1. Source 1: Agent Platform overview Google · checked Back:abcdefghijk

  2. Source 2: Gemini Enterprise Agent Platform (formerly Vertex AI) Google · checked Back:abcde

  3. Source 3: Agent Registry pricing Google · checked Back:abcde

  4. Source 4: Gemini Enterprise Agent Platform pricing Google · checked Back:abcdefg

  5. Source 5: IBM watsonx Orchestrate IBM · checked Back:abcd

  6. Source 6: IBM watsonx Orchestrate Pricing IBM · checked Back:abcdefghi

  7. Source 7: Regional availability and outbound IP addresses IBM · checked Back:abcd

  8. Source 8: Agent Identity overview Google · checked Back:abcdefghi

  9. Source 9: Prerequisites for configuring agent identity IBM · checked Back:abcde

  10. Source 10: Agent Gateway overview Google · checked Back:abcdefghijklmnop

  11. Source 11: Agent Registry overview Google · checked Back:abc

  12. Source 12: AI Agent Builder | IBM watsonx Orchestrate IBM · checked Back:abcd

  13. Source 13: Welcome to IBM watsonx Orchestrate Agent Development Kit IBM · checked Back:abcde

  14. Source 14: Agent identity overview IBM · checked Back:ab

  15. Source 15: AI Agent Control Plane | IBM watsonx Orchestrate IBM · checked Back:ab

  16. Source 16: Partner A2A (Agent2Agent) agents IBM · checked Back:abcde

  17. Source 17: Set up Agent Registry Google · checked Back:abc

  18. Source 18: Import A2A agents from Agent Registry Google · checked Back:abc

  19. Source 19: Supported locations for agents in Agent Platform Google · checked Back:ab

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

  21. Source 21: Gemini Enterprise Agent Platform release notes Google · checked Back:abcde

  22. Source 22: Introducing Gemini Enterprise Agent Platform, powering the next wave of agents Google · checked Back:abc

  23. Source 23: The AI Assistant for everyone: watsonx Orchestrate combines generative AI and automation to boost productivity | IBM IBM · checked Back:ab

  24. Source 24: Agentic Control Plane in IBM watsonx Orchestrate: One place to control every AI agent IBM · checked Back:ab

  25. Source 25: Governing assets with AI Gateway IBM · checked Back:abcd

  26. Source 26: Use automatic registration Google · checked Back:ab

  27. Source 27: Register agents Google · checked Back:abcd

  28. Source 28: Adding agents from third-party platforms IBM · checked Back:abcd

  29. Source 29: Overview - Agents (watsonx Orchestrate ADK docs) IBM · checked Back to text

  30. Source 30: Connect to external agents (watsonx Orchestrate ADK docs) IBM · checked Back:abcdef

  31. Source 31: Connecting and configuring Amazon Bedrock IBM · checked Back:ab

  32. Source 32: Connecting and configuring Gemini Enterprise Agent Platform IBM · checked Back:abc

  33. Source 33: Connecting and configuring Microsoft Azure AI Foundry IBM · checked Back:ab

  34. Source 34: Protecting assets with controls IBM · checked Back:abcd

  35. Source 35: IAM Access policies overview Google · checked Back:abcd

  36. Source 36: Managing access using the security control center IBM · checked Back to text

  37. Source 37: Use manual registration Google · checked Back:abcd

  38. Source 38: Configuring TLS tunnel IBM · checked Back:ab

  39. Source 39: Using private network endpoints IBM · checked Back:ab

  40. Source 40: Configuring network controls IBM · checked Back to text

  41. Source 41: Configuring SSO for platform access IBM · checked Back:abc

  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: Agent Registry audit logging Google · checked Back:ab

  45. Source 45: Cloud Audit Logs overview Google · 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: Google Cloud Platform Services in Scope by Compliance Program Google · checked Back:ab

  49. Source 49: HIPAA compliance on Google Cloud Google · checked Back:ab

  50. Source 50: IBM Expands FedRAMP Portfolio with Authorization of 11 Software Solutions, Including watsonx IBM · checked Back:ab

  51. Source 51: ISO 27001 - IBM Corporation Certificate (Bureau Veritas, ISO/IEC 27001:2022) IBM · checked Back:ab

  52. Source 52: Agentic Control Plane IBM · checked Back:abc

  53. Source 53: IBM watsonx Orchestrate Agent Catalog IBM · checked Back:abc

  54. Source 54: Roles on IBM watsonx Orchestrate IBM · checked Back to text

  55. Source 55: Monitor traffic through Agent Gateway Google · checked Back to text

  56. Source 56: Observability overview Google · 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: Register MCP servers Google · checked Back:abc

  61. Source 61: Create an Agent2Agent agent Google · checked Back:ab

  62. Source 62: Agent-to-Agent (A2A) Protocol endpoints IBM · checked Back:ab

  63. Source 63: MCP servers IBM · checked Back:ab

  64. Source 64: Build with Gemini Enterprise Agent Platform Google · checked Back:abc

  65. Source 65: Manage all your AI agents in one place with watsonx Orchestrate IBM · checked Back:abc

  66. Source 66: Getting help for agents Google · checked Back to text

  67. Source 67: High availability, business continuity, backups and disaster recovery on AWS IBM · checked Back to text

  68. Source 68: Licenses and entitlements for watsonx Orchestrate on IBM Cloud IBM · checked Back to text

  69. Source 69: Getting help and support IBM · checked Back to text

  70. Source 70: Getting started as an administrator IBM · checked Back to text

  71. Source 71: Available AI models IBM · checked Back:ab

  72. Source 72: Choosing your LLM (watsonx Orchestrate ADK docs) IBM · checked Back to text

  73. Source 73: Any agent, any framework: Inside the IBM watsonx Orchestrate Agent Catalog IBM · checked Back to text

  74. Source 74: Managing asset controls IBM · checked Back to text

  75. Source 75: Importing agents into the agent directory IBM · checked Back to text

  76. Source 76: Share an agent Google · checked Back to text

  77. Source 77: Why Blocks? Blocks.ai · checked Back to text

  78. Source 78: What is Blocks? Blocks.ai · checked Back to text

  79. Source 79: Your company's private network Blocks.ai · checked Back to text

  80. Source 80: Network requirements Blocks.ai · checked Back to text

  81. Source 81: Solutions: Agent sprawl Blocks.ai · checked Back to text