--- title: "Connect Amazon SageMaker and Bubble - APIANT.ai" description: "When \"New Training Job\" fires in Amazon SageMaker, your agent runs \"Create Thing\" in Bubble." canonical: "https://apiant.ai/connect/amazon-sagemaker-to-bubble" --- # Connect Amazon SageMaker and Bubble When **New Training Job** fires in [Amazon SageMaker](https://apiant.ai/connections/amazon-sagemaker), your agent runs **Create Thing** in [Bubble](https://apiant.ai/connections/bubble), or **New Thing** in Bubble to **Invoke Endpoint** in Amazon SageMaker. Describe the whole flow and it is built, tested on every scenario and kept running. Amazon SageMaker **1** trigger Amazon SageMaker **1** action Bubble **1** trigger Bubble **6** actions What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it. ## What do you want Amazon SageMaker and Bubble to do together? Give your AI client this address. `https://mcp.apiant.ai` One connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser. ### Set it up in your client ### Claude Code Run this in the directory you want to work in. `claude mcp add --transport http -s project apiant-ai https://mcp.apiant.ai` Start Claude Code there, approve the server, and sign in in the browser page it opens. [Claude Code guide (opens in a new tab)](https://apiant.ai/docs/mcp/claude-code) ### Claude, web and desktop Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Cursor Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Zed Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Codex and the ChatGPT desktop app Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) ### Any other MCP client Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection. [Setup guide (opens in a new tab)](https://apiant.ai/docs/mcp) Example flows ## What Amazon SageMaker and Bubble can do together ### From Amazon SageMaker to Bubble - When **New Training Job** in Amazon SageMaker then **Create Thing** in Bubble - When **New Training Job** in Amazon SageMaker then **Modify Thing** in Bubble ### From Bubble to Amazon SageMaker - When **New Thing** in Bubble then **Invoke Endpoint** in Amazon SageMaker Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships. Everything your agent can do with Amazon SageMaker and Bubble ## Triggers and actions 2 triggers · 7 actions - Trigger **New Training Job** Triggers when a new SageMaker training job is created. - Action **Invoke Endpoint** Sends input to a deployed Amazon SageMaker model endpoint and returns its prediction. - Trigger **New Thing** Triggers when a new record of one of your app's data types is created. - Action **Create Thing** Creates a new record of one of your app's data types and returns its unique ID. - Action **Delete Thing** Deletes one record of one of your app's data types by its unique ID. - Action **Find a Bubble Thing** Finds the first record of one of your app's data types whose field equals the value you give. - Action **Get Thing** Returns one record of one of your app's data types by its unique ID, with all of its fields. - Action **Modify Thing** Updates fields on an existing record of one of your app's data types. - Action **Trigger API Workflow** Runs one of your app's backend API workflows, passing it the parameters you supply, and returns what the workflow responds with. ## Each app on its own - [ **Amazon SageMaker** Amazon SageMaker is a cloud platform for building, training, and deploying machine learning models at scale](https://apiant.ai/connections/amazon-sagemaker) - [ **Bubble** Bubble is a visual programming platform to build web apps without code.](https://apiant.ai/connections/bubble) Reviews ## What our customers say ## More from Amazon SageMaker - [ **Amazon SageMaker to HubSpot** HubSpot is your all-in-one stop for all of your marketing software needs.](https://apiant.ai/connect/amazon-sagemaker-to-hubspot) - [ **Amazon SageMaker to Salesforce** Salesforce is a leading enterprise customer relationship management (CRM) platform.](https://apiant.ai/connect/amazon-sagemaker-to-salesforce) - [ **Amazon SageMaker to Slack** Slack is a messaging platform for teams. Post messages, manage channels, users, reminders, and react to...](https://apiant.ai/connect/amazon-sagemaker-to-slack) - [ **Amazon SageMaker to Google Sheets** Google Sheets is Google's online spreadsheet app for creating, editing and sharing spreadsheets.](https://apiant.ai/connect/amazon-sagemaker-to-google-sheets) - [ **Amazon SageMaker to Gmail** Gmail is Google’s email service, featuring spam protection, search functions, and seamless integration with...](https://apiant.ai/connect/amazon-sagemaker-to-gmail) - [ **Amazon SageMaker to Google Calendar** Google Calendar is a time management tool providing scheduling features, event reminders, and integration...](https://apiant.ai/connect/amazon-sagemaker-to-google-calendar) ## More into Bubble - [ **ActiveCampaign to Bubble** ActiveCampaign is a marketing automation, email marketing, and CRM platform.](https://apiant.ai/connect/activecampaign-to-bubble) - [ **Airtable to Bubble** Organize anything with Airtable, a modern database created for everyone.](https://apiant.ai/connect/airtable-to-bubble) - [ **Asana to Bubble** Asana is a collaborative information manager for workspace.](https://apiant.ai/connect/asana-to-bubble) - [ **Brevo to Bubble** Brevo is the leading CRM suite designed to cultivate long-term customer relationships and help businesses...](https://apiant.ai/connect/brevo-to-bubble) - [ **2Chat to Bubble** 2Chat is a conversational commerce automation tool for WhatsApp, Instagram, Messenger, and SMS.](https://apiant.ai/connect/2chat-to-bubble) - [ **3Scribe to Bubble** 3Scribe is the most accurate, automated text transcription available.](https://apiant.ai/connect/3scribe-to-bubble) Questions ## Amazon SageMaker and Bubble, answered ### ### What can start an automation from Amazon SageMaker? Any of Amazon SageMaker's 1 trigger in the catalog, including New Training Job. Describe the moment in plain language and your agent picks the right one. ### ### What can your agent do in Bubble when something happens in Amazon SageMaker? Any of Bubble's 6 actions, including Create Thing, Find a Bubble Thing, Get Thing and Modify Thing. Your agent maps the data both ways and tests every scenario before it ships. ### ### Can it also run from Bubble to Amazon SageMaker? Yes. When something happens in Bubble, your agent can act in Amazon SageMaker too. This page covers both directions: Bubble's triggers and Amazon SageMaker's actions are listed here as well. ### ### Do I have to build a connector for Amazon SageMaker or Bubble? No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running. ### ### Can my AI client use Amazon SageMaker and Bubble without building an automation? Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both. ### ### What happens when something fails? Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships. ### ### Is there a free plan? Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.