SCALING INTEGRATIONS
Don’t get stuck building workarounds with Merge
Don’t get stuck building workarounds with Merge
Engineering teams pick Paragon over Merge for much better extensibility, purpose-built products for every use case, and self-hosted deployment.



A few of the many companies that have picked Paragon over Merge
An extensible core with products for abstractions
Paragon's core platform was built for extensibility, with purpose-built products on top to simplify building every use case, from high volume sync to workflow automations.
See comparison table
Pick Merge if:
Your product only needs to support a breadth of simple HRIS/ATS integrations
Merge has coverage on every single integration, endpoint, and field you will ever need
Latency is not a concern
Pick Paragon if:
You want to centralize all integrations onto one platform
You want full & easy access to the underlying APIs and custom fields
You have both high volume sync and low-latency, real-time use cases
Integration Coverage
Build any integration on Paragon
Paragon not only supports far more categories with its pre-built connectors, you can also build custom connectors in minutes, while still getting all the benefits of the platform.
Purpose-built products for every use case
Whether your integration needs high volume ingestion, real-time responses, or complex orchestration, Paragon has products for every use case.
Fully managed ingestion pipelines
Ingest full replicas of your customers’ external data, without any of the plumbing. Perfect for AI applications and structured data ingestion use cases.
Normalized schema per category
Historical and incremental syncs
Fully managed 3rd-party pipelines
// Enable a new Managed Sync pipeline
POST https://managed-sync.useparagon.com/sync \
{
"integration":
"
Google Drive
",
"pipeline":
"
Files
",
"configuration": {
"frequency": "30m",
"folder_id": "Product Team",
}
}
Purpose-built products for every use case
Whether your integration needs high volume ingestion, real-time responses, or complex orchestration, Paragon has products for every use case.
Fully managed ingestion pipelines
Ingest full replicas of your customers’ external data, without any of the plumbing. Perfect for AI applications and structured data ingestion use cases.
Normalized schema per category
Historical and incremental syncs
Fully managed 3rd-party pipelines
// Enable a new Managed Sync pipeline
POST https://managed-sync.useparagon.com/sync \
{
"integration":
"
Google Drive
",
"pipeline":
"
Files
",
"configuration": {
"frequency": "30m",
"folder_id": "Product Team",
}
}
Purpose-built products for every use case
Whether your integration needs high volume ingestion, real-time responses, or complex orchestration, Paragon has products for every use case.
Fully managed ingestion pipelines
Ingest full replicas of your customers’ external data, without any of the plumbing. Perfect for AI applications and structured data ingestion use cases.
Normalized schema per category
Historical and incremental syncs
Fully managed 3rd-party pipelines
// Enable a new Managed Sync pipeline
POST https://managed-sync.useparagon.com/sync \
{
"integration":
"
Google Drive
",
"pipeline":
"
Files
",
"configuration": {
"frequency": "30m",
"folder_id": "Product Team",
}
}
Actions API
Make requests to users’ connected integrations in real-time without building authentication or working with the underlying 3rd-party endpoints.
Get action schema metadata
Extensible to any 3rd-party API
Hosted MCP for AI agent implementations
// Expose all available integration actions
GET https://actionkit.useparagon.com/actions \

Search for ticket

Add to sequence

Get file content

Create contact

Create record

Get users

Search for call

Add comment

Update record

Send message

Upload call

Update opportunity

Search record

Create contact

Update event

Execute SQL
Workflows
Build asynchronous, custom integration automations with any 3rd-party API in code or no code:
Managed 3rd-party triggers and actions
Version controlled in Git
Out-of-the-box release environments (Dev, Staging, Prod)

Permissions API
Easily enforce 3rd-party permissions in your RAG pipeline with a fully managed permissions graph API.
Syncs permissions up to every hour
Check if a user has access to retrieved context
Get all documents a user has access to
// Check a user’s permissions to the retrieved data
POST https://managed-sync.useparagon.com/permissions/check \
{
"object":
["
Q1_Roadmap.docx
","

Feature requests
","

Specs..
",".."]
"user":
"
bowie@customer.com

",
}

Purpose-built products for every use case
Whether your integration needs high volume ingestion, real-time responses, or complex orchestration, Paragon has products for every use case.
Fully managed ingestion pipelines
Ingest full replicas of your customers’ external data, without any of the plumbing. Perfect for AI applications and structured data ingestion use cases.
Normalized schema per category
Historical and incremental syncs
Fully managed 3rd-party pipelines
// Enable a new Managed Sync pipeline
POST https://managed-sync.useparagon.com/sync \
{
"integration":
"
Google Drive
",
"pipeline":
"
Files
",
"configuration": {
"frequency": "30m",
"folder_id": "Product Team",
}
}
Here's a quick summary
Here's a quick summary
A summary
Fully-managed authentication
Fully-managed authentication
Normalized 1:M sync schema
Normalized 1:M sync schema
Max sync frequency
Max sync frequency
Every hour
Every hour
Every minute
Every minute
Fully managed permissions graph for RAG
Fully managed permissions graph for RAG
Build custom integrations
Build custom integrations
Orchestrate integration logic in serverless runtime
Orchestrate integration logic in serverless runtime
3rd party webhooks
3rd party webhooks
Only a handful of integrations
Only a handful of integrations
Direct access to all 3rd party API endpoints
Direct access to all 3rd party API endpoints
Workarounds required
Workarounds required
Built-in error handling + replay
Built-in error handling + replay
Robust monitoring suite for debugging
Robust monitoring suite for debugging
Self-hosted deployment (on-premise)
Self-hosted deployment (on-premise)
Cloud only
Cloud only
What our customers say
What our customers say
Ship integrations faster with an all-in-one platform that gives you the building blocks for every use case.
Ship integrations faster with an all-in-one platform that gives you the building blocks for every use case.

We've engaged with tons of tech companies. Paragon has the best onboarding of any company we've seen.

Rob Bailey
COO at CrewAI

We've engaged with tons of tech companies. Paragon has the best onboarding of any company we've seen.

Rob Bailey
COO at CrewAI

We've engaged with tons of tech companies. Paragon has the best onboarding of any company we've seen.

Rob Bailey
COO at CrewAI

It was seamless and easy to replace our legacy Salesforce and HubSpot integrations using Paragon. We were able to get rid of two codebases and have integrations that just work.

Paul Jones
VP of Engineering, Crystal Knows

It was seamless and easy to replace our legacy Salesforce and HubSpot integrations using Paragon. We were able to get rid of two codebases and have integrations that just work.

Paul Jones
VP of Engineering, Crystal Knows

It was seamless and easy to replace our legacy Salesforce and HubSpot integrations using Paragon. We were able to get rid of two codebases and have integrations that just work.

Paul Jones
VP of Engineering, Crystal Knows

“Integrations are a critical part of our journey and commitment towards producing enterprise-grade AI with users’ external context, and partnering with Paragon has enabled us to launch integrations like Google Drive and Sharepoint much faster.”

Saahil
Sr. Software Engineer at You.com

“Integrations are a critical part of our journey and commitment towards producing enterprise-grade AI with users’ external context, and partnering with Paragon has enabled us to launch integrations like Google Drive and Sharepoint much faster.”

Saahil
Sr. Software Engineer at You.com

“Integrations are a critical part of our journey and commitment towards producing enterprise-grade AI with users’ external context, and partnering with Paragon has enabled us to launch integrations like Google Drive and Sharepoint much faster.”

Saahil
Sr. Software Engineer at You.com
Super developer friendly. Within 2 weeks we launched our integrations to Salesforce, HubSpot, and Slack.

Raphael Allstadt
CEO of tl;dv
Super developer friendly. Within 2 weeks we launched our integrations to Salesforce, HubSpot, and Slack.

Raphael Allstadt
CEO of tl;dv
Super developer friendly. Within 2 weeks we launched our integrations to Salesforce, HubSpot, and Slack.

Raphael Allstadt
CEO of tl;dv
Future proof your integration roadmap with Paragon
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Platform
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Popular Categories
© 2025 Paragon All Rights Reserved
Platform
Use Cases
Popular Categories
© 2025 Paragon All Rights Reserved