Ingest your users’ external data for RAG
Ingest your users’ external data for RAG
Connect to users' external applications and ingest all of their structured and unstructured data.
How this works in Paragon
How this works in Paragon
Build durable background Workflows to Ingest all of your users' existing 3rd party data, and stream new updates in real-time.
Build durable background Workflows to Ingest all of your users' existing 3rd party data, and stream new updates in real-time.
Historical ingestion
Real-time ingestion
Historical ingestion
When a user first authenticates, run an ingestion job to pull in all their existing data.
Process millions of requests concurrently w/ fan outs
Enable users to map fields between 3rd party data and your app
Supports usage of batch APIs
Programatically create new fields in the 3rd party app
Paragraph (Code)
Workflow Builder
Historical ingestion
Real-time ingestion
Historical ingestion
When a user first authenticates, run an ingestion job to pull in all their existing data.
Process millions of requests concurrently w/ fan outs
Enable users to map fields between 3rd party data and your app
Supports usage of batch APIs
Programatically create new fields in the 3rd party app
Paragraph (Code)
Workflow Builder
Historical ingestion
Real-time ingestion
Historical ingestion
When a user first authenticates, run an ingestion job to pull in all their existing data.
Process millions of requests concurrently w/ fan outs
Enable users to map fields between 3rd party data and your app
Supports usage of batch APIs
Programatically create new fields in the 3rd party app
Paragraph (Code)
Workflow Builder
Historical ingestion
Real-time ingestion
Historical ingestion
When a user first authenticates, run an ingestion job to pull in all their existing data.
Process millions of requests concurrently w/ fan outs
Enable users to map fields between 3rd party data and your app
Supports usage of batch APIs
Programatically create new fields in the 3rd party app
Paragraph (Code)
Workflow Builder
Orchestrate extensible data ingestion pipelines
Orchestrate extensible data ingestion pipelines
Pre-process and support dynamic, user-specified settings in your ingestion workflows.
Pre-process and support dynamic, user-specified settings in your ingestion workflows.
Clean, chunk, and index unstructured data
Pre-process and chunk data with our highly extensible Function Step that supports importing JS libraries and npm modules.
Clean, chunk, and index unstructured data
Pre-process and chunk data with our highly extensible Function Step that supports importing JS libraries and npm modules.
Clean, chunk, and index unstructured data
Pre-process and chunk data with our highly extensible Function Step that supports importing JS libraries and npm modules.
Clean, chunk, and index unstructured data
Pre-process and chunk data with our highly extensible Function Step that supports importing JS libraries and npm modules.
Let users configure what data to share
Easily surface configuration options with User Settings in the embeddable Connect Portal.
Let users configure what data to share
Easily surface configuration options with User Settings in the embeddable Connect Portal.
Let users configure what data to share
Easily surface configuration options with User Settings in the embeddable Connect Portal.
Let users configure what data to share
Easily surface configuration options with User Settings in the embeddable Connect Portal.
Purpose built for high volume data ingestion
Purpose built for high
volume sync
Whether you’re ingesting terrabytes of unstructured data, Paragon’s workflow engine can handle it.
1,600
Requests per second
2TB
Data per day
Workflow engine
Run syncs and automations at scale on our Workflow Engine. Workflows can retry from errors automatically, replay from the original request payload, and show input and output for every running step.
1,600
Requests per second
2TB
Data per day
Workflow engine
Run syncs and automations at scale on our Workflow Engine. Workflows can retry from errors automatically, replay from the original request payload, and show input and output for every running step.
1,600
Requests per second
2TB
Data per day
Workflow engine
Run syncs and automations at scale on our Workflow Engine. Workflows can retry from errors automatically, replay from the original request payload, and show input and output for every running step.
1,600
Requests per second
2TB
Data per day
Workflow engine
Run syncs and automations at scale on our Workflow Engine. Workflows can retry from errors automatically, replay from the original request payload, and show input and output for every running step.
Standalone queue
Main queue
Data sync
Dedicated queues
Install the Paragon SDK from npm and embed any integration into your app. Fully compatible with Next.js, React, and Vue apps.
Standalone queue
Main queue
Data sync
Dedicated queues
Install the Paragon SDK from npm and embed any integration into your app. Fully compatible with Next.js, React, and Vue apps.
Standalone queue
Main queue
Data sync
Dedicated queues
Install the Paragon SDK from npm and embed any integration into your app. Fully compatible with Next.js, React, and Vue apps.
Standalone queue
Main queue
Data sync
Dedicated queues
Install the Paragon SDK from npm and embed any integration into your app. Fully compatible with Next.js, React, and Vue apps.
Horizontal scaling
Use Git to version-control and introduce code review to your workflows and integration config.
Horizontal scaling
Use Git to version-control and introduce code review to your workflows and integration config.
Horizontal scaling
Use Git to version-control and introduce code review to your workflows and integration config.
Horizontal scaling
Use Git to version-control and introduce code review to your workflows and integration config.
Smart rate limits
Smart rate limits
Smart rate limits
Smart rate limits
Monitor every ingestion job
Monitor every ingestion job
Get full observability into every run, and get ahead of any potential errors with our event webhooks.
Get full observability into every run, and get ahead of any potential errors with our event webhooks.
Detailed view of every workflow run
Stream errors in real-time to your own monitoring platform (ie. Sentry, Datadog, etc.)
Customer dashboard for monitoring sync job statuses for each of your customers
Start ingesting your users' data
Join AI & SaaS companies scaling their integration ingestion pipelines with Paragon
Start ingesting your users' data
Join AI & SaaS companies scaling their integration ingestion pipelines with Paragon
Start ingesting your users' data
Join AI & SaaS companies scaling their integration ingestion pipelines with Paragon
Start ingesting your users' data
Join AI & SaaS companies scaling their integration ingestion pipelines with Paragon
The embedded integration platform for developers
Platform
Use Cases
Popular Categories
© 2025 Paragon All Rights Reserved
The embedded integration platform for developers
Platform
Use Cases
Popular Categories
© 2025 Paragon All Rights Reserved
The embedded integration platform for developers
Platform
Use Cases
Popular Categories
© 2025 Paragon All Rights Reserved
The embedded integration platform for developers
Platform
Use Cases
Popular Categories
© 2025 Paragon All Rights Reserved