Integration
Connect Amazon SageMaker and Cognito Forms
When New Training Job fires in Amazon SageMaker, your agent runs Get Document in Cognito Forms, or New Entry in Cognito Forms to Invoke Endpoint in Amazon SageMaker. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Amazon SageMaker and Cognito Forms to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne 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.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)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)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)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)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)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)Example flows
What Amazon SageMaker and Cognito Forms can do together
From Amazon SageMaker to Cognito Forms
then Get Document in Cognito Forms
From Cognito Forms to 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 Cognito Forms
Triggers and actions 3 triggers · 11 actions
- New Training Job
Triggers when a new SageMaker training job is created.
- Invoke Endpoint
Sends input to a deployed Amazon SageMaker model endpoint and returns its prediction.
- New Entry
Triggers when a new entry is submitted to the selected form.
- Updated Entry
Triggers when an entry on the selected form is updated.
- Create Entry
Creates a new entry on a Cognito Forms form with the field values you supply.
- Delete Entry
Deletes an entry from a Cognito Forms form.
- Get Document
Generates and returns a document for a form entry from one of the form's document templates, including a link to download the file.
- Get Entry
Returns a single entry from a Cognito Forms form, including all of its field values.
- Get Form Entries
Returns the entries submitted to a form, with each entry's field values.
- Get form fields
Returns the list of fields defined on a Cognito Forms form, including each field's name, type and settings.
- Get form schema
Returns the JSON schema of a form, describing each of its fields and their types.
- List forms
Returns all forms in your Cognito Forms organization, with each form's id and name.
- Set Form Availability
Sets when a form is open for submissions: the date it opens, the date it closes, and the message shown while it is unavailable.
- Update Entry
Updates an existing entry on a form, changing only the field values you supply.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Amazon SageMaker and Cognito Forms, 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 Cognito Forms when something happens in Amazon SageMaker?
Any of Cognito Forms's 10 actions, including Create Entry, Update Entry, Get Document and Get Entry. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Cognito Forms to Amazon SageMaker?
Yes. When something happens in Cognito Forms, your agent can act in Amazon SageMaker too. This page covers both directions: Cognito Forms's triggers and Amazon SageMaker's actions are listed here as well.
Do I have to build a connector for Amazon SageMaker or Cognito Forms?
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 Cognito Forms 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.