STEP 1
Connect AWS Comprehend and Merge.dev
Save credentials in WEXTL once. We store them encrypted and reuse the authorization across every workflow [3]. No coding or API skills required.
AWS Comprehend and Merge.dev Integration
Wire AWS Comprehend's ai events straight into Merge.dev's developer tools actions on the WEXTL® visual canvas. Handoffs between your ai and developer tools tools stay automatic - drag the nodes, map the fields once, and let AI carry the rest. 3-step setup, no code, no engineering ticket.
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Learn about AWS Comprehend and Merge.dev
Detailed info you need to know about AWS Comprehend and Merge.dev integrations in WEXTL. Explore which modules apps support and how you connect them.
AWS Comprehend
Amazon's natural language processing service for finding insights in text. [5]
How to connect AWS Comprehend to Merge.dev
Set up your AWS Comprehend and Merge.dev integration in 3 simple steps [2] — no coding required. Up to 10 minutes setup.
STEP 2
Build a workflow
Paste selected AWS Comprehend and Merge.dev nodes onto the canvas [4], or describe what you want and WEXTL wires the flow together with AI Builder.
STEP 3
Map your data
Choose which fields need to sync between AWS Comprehend and Merge.dev. Use filters or leverage a JS custom code step in between — everything is on the canvas.
How does the integration between AWS Comprehend and Merge.dev work in WEXTL?
WEXTL exposes actions and triggers for AWS Comprehend and Merge.dev that help you connect apps and automate repetitive tasks [1]. A trigger is an event that happens, an action — a step that performs when the event has occurred.
Merge.dev triggersAWS Comprehend actions
Merge.dev modules
- Create a ContactCreates a new contact object in Merge CRM.
- Create a LeadCreates a lead object with the given values in Merge CRM.
- Create a NoteCreates a note object with the given values in Merge CRM.
- Create a TaskCreates a Task object in Merge CRM with the given values. Supports optional fields such as owner, account, opportunity, due date, and status.
- Create a Timesheet EntryCreates a new timesheet entry for an employee in Merge HRIS.
- Create an AccountCreates a new account object in Merge CRM.
- Create an EngagementCreates an Engagement object in the CRM with the given values.
- Create an OpportunityCreates a new opportunity in Merge CRM with the specified values.
- Create Ignore ContactMarks a specific contact as ignored, nullifies properties, and prevents future synchronization. Requires a reason and message.
- Create Time OffCreates a time-off object with the given values.
- Create User Ignore EntryIgnores a specific row based on the model ID in the URL. These records will have their properties set to null, and will not be updated in future syncs. The "reason" and "message" fields in the request body will be stored for audit purposes.
- Get a Company by IDFetches a single company object from the HRIS system by its unique ID. Supports optional inclusion of remote data and shell records.
- Get a ContactReturns a paginated list of contacts from the CRM integration. Supports filtering, remote data options, and all query parameters available in Merge's CRM Contacts endpoint.
- Get a Contact by IDRetrieves a single CRM contact from Merge by its Contact ID. Optionally expands related objects and includes remote or shell data.
- Get a Dependent by IDRetrieves a specific Dependent object using its unique ID. Supports optional inclusion of remote, sensitive, or shell data.
- Get a Group by IDRetrieves a single group object using its unique ID.
- Get a Lead by IDRetrieves a lead object by its unique ID from Merge CRM.
- Get a Location by IDRetrieves a location object by its ID.
- Get a Note by IDReturns a note object with the given ID from Merge CRM.
- Get a Note's MetadataRetrieves metadata for a note's post endpoint from the Merge CRM.
- Get a Pay Group by IDReturns a single Pay Group object from Merge HRIS using its unique ID. Supports including remote or shell data.
- Get a Payroll Run by IDReturns a single payroll run object from Merge HRIS using its unique ID. Supports including remote or shell data.
- Get a Stage by IDReturns a stage object with the given ID from the CRM.
- Get a Task by IDReturns a task object with the given ID.
- Get a User by IDReturns a user object with the given ID in the CRM.
- Get Account MetadataReturns metadata for CRM account POSTs.
- Get Account Patch MetadataRetrieves metadata for updating an account, including supported writable fields and field types for the connected CRM. Use this to see which fields are allowed in PATCH /accounts/{id}.
- Get an AccountRetrieves a list of accounts from the connected CRM system.
- Get an Account by IDRetrieves a single account object by its unique account ID in the CRM.
- Get an Employee Benefit by IDFetches a single EmployerBenefit object by its ID.
- Get an Employee by IDReturns a single employee object using the provided employee ID.
- Get an Employee Payroll Run by IDRetrieves a single Employee Payroll Run object using its Merge Employee Payroll Run ID.
- Get an Engagement Type by IDRetrieves a single engagement type by its unique ID in the CRM.
- Get Bank InfoRetrieves a paginated list of bank info records for the connected account, supporting cursor-based automatic pagination.
- Get Bank Info by IDReturns a BankInfo object with the given ID.
- Get Benefit by IDRetrieves a single benefit record from Merge HRIS using its unique ID.
- Get BenefitsRetrieves a paginated list of benefit records from the integrated HRIS platform. The module supports filtering by employee, date ranges, remote ID, creation/modification windows, and includes options for returning deleted data, remote provider data, shell records, and expanded relations.
- Get CompaniesRetrieves a paginated list of company records from the Merge HRIS API, with optional filtering by creation dates, modification dates, deletion flags, remote data, and more.
- Get Contacts MetadataReturns metadata for CRM Contact POST requests in the Merge API.
- Get CRM Contact MetadataReturns metadata for CRM contact POSTs, including all fields required or optional when creating a new contact in the CRM.
- Get DependentsFetches a list of Dependent objects from the HRIS system, supporting filtering by employee, creation or modification dates, and optional inclusion of remote or sensitive data.
- Get Employee BenefitsRetrieves a paginated list of employer benefit objects with optional filtering.
- Get Employee Post MetaReturns metadata for creating employee records, including required fields, optional fields, and enum information.
- Get EmployeesRetrieves a list of Employee objects from BambooHR via the Merge HRIS API.
- Get EmploymentReturns a list of employment objects.
- Get Employment by IDReturns an employment object with the given ID.
- Get EngagementRetrieves a list of Engagement objects from Merge CRM with optional filters and automatic pagination.
- Get Engagement by IDRetrieves an engagement object using the provided unique ID.
- Get Engagement Metadata PostReturns metadata for engagement posts in the CRM.
- Get GroupsFetches a list of group objects from the connected HRIS system. Supports filtering by creation/modification date, type, team usage, and remote ID.
AWS Comprehend modules
- Batch Detect Dominant LanguageDetects the dominant language of up to 25 texts in one request.
- Batch Detect EntitiesFinds named entities in up to 25 texts in one request.
- Batch Detect Key PhrasesExtracts key noun phrases from up to 25 texts in one request.
- Batch Detect SentimentDetects the overall sentiment of up to 25 texts in one request.
- Batch Detect SyntaxTags the part of speech of every word in up to 25 texts in one request.
- Batch Detect Targeted SentimentDetects the sentiment about each entity mentioned in up to 25 texts in one request.
- Classify DocumentClassifies a text or document in real time with a custom classifier endpoint.
- Contains PII EntitiesChecks whether a text contains personal information and lists the kinds found.
- Create DatasetAdds a training or test dataset from Amazon S3 to a flywheel.
- Create Document ClassifierCreates and starts training a custom document classifier from labeled data in Amazon S3.
- Create EndpointCreates a real-time endpoint for a trained custom classifier or entity recognizer.
- Create Entity RecognizerCreates and starts training a custom entity recognizer from annotated data in Amazon S3.
- Create FlywheelCreates a flywheel that manages training and versions of a custom model.
- Delete Document ClassifierDeletes a trained or failed document classifier.
- Delete EndpointDeletes a custom model endpoint and stops its billing.
- Delete Entity RecognizerDeletes a trained or failed entity recognizer.
- Delete FlywheelDeletes a flywheel without deleting its data lake or trained models.
- Delete Resource PolicyRemoves the resource-based policy from a custom model.
- Describe DatasetReturns the status and details of a flywheel dataset.
- Describe Document Classification JobReturns the status and settings of a document classification job.
- Describe Document ClassifierReturns the training status, settings, and accuracy metrics of a document classifier.
- Describe Dominant Language Detection JobReturns the status and settings of a dominant language detection job.
- Describe EndpointReturns the status, model, and capacity of a custom model endpoint.
- Describe Entities Detection JobReturns the status and settings of an entities detection job.
- Describe Entity RecognizerReturns the training status, settings, and accuracy metrics of an entity recognizer.
- Describe Events Detection JobReturns the status and settings of an events detection job.
- Describe FlywheelReturns the status, active model, and settings of a flywheel.
- Describe Flywheel IterationReturns the status and model metrics of one flywheel iteration.
- Describe Key Phrases Detection JobReturns the status and settings of a key phrases detection job.
- Describe PII Entities Detection JobReturns the status and settings of a PII entities detection job.
- Describe Resource PolicyReturns the resource-based policy attached to a custom model.
- Describe Sentiment Detection JobReturns the status and settings of a sentiment detection job.
- Describe Targeted Sentiment Detection JobReturns the status and settings of a targeted sentiment detection job.
- Describe Topics Detection JobReturns the status and settings of a topics detection job.
- Detect Dominant LanguageDetects the languages a text is written in, with a confidence score for each.
- Detect EntitiesFinds named entities such as people, places, and organizations in a text or document.
- Detect Key PhrasesExtracts the key noun phrases from a text.
- Detect PII EntitiesFinds personal information in a text and returns its type and position.
- Detect SentimentDetects whether a text is positive, negative, neutral, or mixed.
- Detect SyntaxSplits a text into words and tags each word with its part of speech.
- Detect Targeted SentimentDetects the sentiment expressed about each entity mentioned in a text.
- Detect Toxic ContentScores short text segments for toxic content such as insults, profanity, and hate speech.
- Import ModelCreates a copy of a custom model shared from another AWS account.
- List DatasetsRetrieves a list of flywheel datasets.
- List Document Classification JobsRetrieves a list of document classification jobs.
- List Document Classifier SummariesRetrieves a summary of each document classifier name with its version count and latest version.
- List Document ClassifiersRetrieves a list of custom document classifiers.
- List Dominant Language Detection JobsRetrieves a list of dominant language detection jobs.
- List EndpointsRetrieves a list of custom model endpoints.
- List Entities Detection JobsRetrieves a list of entities detection jobs.
Explore alternative integrations
There are other apps [9] supported by WEXTL that can be paired with AWS Comprehend and Merge.dev integrations. Pick any from the list below if the current combination isn't the one you need.
Frequently asked questions
Common questions about connecting AWS Comprehend and Merge.dev.
Connect your AWS Comprehend and Merge.dev accounts once, pick a trigger in one app and an action in the other, then map the fields so data flows automatically between them. [3]
Example: when Merge.dev's "Watch Accounts" fires, WEXTL can "Batch Detect Dominant Language" in AWS Comprehend. AWS Comprehend has 86 actions (including Batch Detect Dominant Language, Batch Detect Entities, and Batch Detect Key Phrases); Merge.dev has 80 actions (including Create a Contact, Create a Lead, and Create a Note). Add filters and transforms between steps when you need them. [1]
Yes — the integration works in both directions. Use each app's triggers to start a workflow and the other app's actions to update it. [2]
No. AWS Comprehend-to-Merge.dev automations are built visually on the canvas. You can optionally add custom JavaScript with Functions when you need advanced logic. [4]
Yes. Trigger-based automations start the moment AWS Comprehend (or Merge.dev) fires a new event — webhook-backed apps run within seconds, and polling-only apps re-check on a schedule you control. [7]
A first automation typically takes 5–10 minutes: connect each app's credential once, drop a trigger + action onto the canvas, map the fields, and turn the workflow on.
You can build your AWS Comprehend + Merge.dev automation on a 3-day trial with every feature unlocked. Cancel anytime. For your protection, a small deposit is charged to your card when your trial starts. It counts toward your first payment and is non-refundable. [8]
References
List of sources used to gather information about the AWS Comprehend and Merge.dev integration.
- AWS Comprehend and Merge.dev integration source code, module specs and credentials implementation.
- Our AWS Comprehend and Merge.dev integration documentation, structured input and output parameters, scopes, and authentication methods.
- Official vendor API documentation for AWS Comprehend and Merge.dev — used to verify field meanings, authentication flows, and anything our own specs don't fully capture.
- WEXTL® visual workflow builder, anonymized data from our technical support team.
- AWS Comprehend integration information
- Merge.dev integration information
- WEXTL® Scheduling
- WEXTL® Pricing and Trial
- WEXTL® Apps Library