Automate document processing into MongoDB
Get data from your documents into MongoDB
Invoices & receipts
Extract invoice and receipt data - supplier details, line items, totals - and store it as structured JSON documents in MongoDB collections for flexible querying and app development.
Support tickets & requests
Extract customer details, issue descriptions and attachments from support requests and store them as structured documents in MongoDB collections - enabling faster ticket routing, better tracking and more responsive support workflows.
Product catalogs & inventory
Extract product names, SKUs, pricing and stock levels from catalogs and inventory sheets - storing them as structured documents in MongoDB collections to power real-time inventory updates and smoother e-commerce operations.
Resumes & onboarding forms
Extract employee names, positions, start dates and qualifications from resumes and onboarding forms - storing them as structured documents in MongoDB collections to power HRIS applications, streamline hiring workflows and improve HR compliance tracking.
How to automate document processing into MongoDB
Automatically send your documents to Affinda
AI agents extract and validate key data fields
See your data appear in MongoDB
Extract any information from any document, fast
Create models in seconds
Validate and transform data
Apply your business logic
Pathway 1: Use the Agent
Pathway 2: Write your own code
No need to talk to sales. Get started now
Sign up for free
Set up your integration
Start processing
95%
reduction in manual work
10×
more invoices processed with no added staff
Enhanced auditability and tracking of invoice approvals
120,000
proof of delivery documents processed annually
82%
of documents straight-through processed in the first weeks
Automatic validation of documents against ERP system
High accuracy parsing across multiple languages
Improved customer experience thanks to better structured data
Stronger compliance with international data security and software standards
300,000
documents processed annually
80
different document types
60%
Enhanced auditability and tracking of invoice approvals
76%
reduction in manual data input
30%
reduction in compliance data errors
85,000
compliance documents processed annually
Combine the best of artificial and human intelligence
Frequently asked questions
Does Affinda integrate with MongoDB?
Yes. Affinda's integration with MongoDB connects your document processing directly to your database workflows. It automatically extracts, validates and syncs data from invoices, support tickets, product catalogs and HR documents - storing them as structured JSON documents in your MongoDB collections.With Affinda, you can populate your database faster, reduce manual entry errors and maintain complete control over your data with a single, connected workflow that adapts to your needs.
How does the Affinda-MongoDB integration work?
Affinda's intelligent document processing reads any document from any source (email, upload or API) and instantly extracts structured data such as customer details, product information, invoice totals and employee qualifications.
Once validated, this data is automatically transformed into JSON documents and stored in your MongoDB collections - whether that's invoices and receipts for financial apps, contracts for legal workflows or resumes for HR systems.
You can also configure custom validation rules using natural language - such as flagging incomplete records or applying specific business logic before data reaches your MongoDB collections.
What types of documents can Affinda process and send to MongoDB?
Affinda can extract and import data from any document type into MongoDB, including:
- Invoices and receipts
- Support tickets and issue reports
- Product catalogs and inventory sheets
- Resumes and onboarding forms
- Contracts and user forms
It handles both digital and scanned documents, using advanced OCR and AI-powered extraction to achieve over 99% accuracy - ensuring clean, structured data flows straight into your MongoDB collections.
Do I need to manually upload files to MongoDB?
No. With Affinda, uploads can be completely automated through our APIs. To get your documents to Affinda, you have three options:
- Drag and drop documents directly into your Affinda workspace
- Forward documents via email manually or set up automatic forwarding
- Connect your document source through API or third-party cloud storage
Once received, data is automatically extracted, validated and sent straight to your MongoDB collections - ready for querying and application use.
Can I define my own validation and business rules?
Yes. Affinda lets you define custom validation and business logic using natural language before any data reaches your MongoDB collections.
For example, you can set rules to:
- Prevent duplicate records from being inserted
- Verify required fields like product SKUs or customer IDs are present
- Validate that pricing or inventory levels fall within expected ranges
These checks ensure your MongoDB data is clean, consistent and ready for your applications to use.
Can Affinda handle bulk invoice uploads for MongoDB?
Yes. Affinda's document processing platform is built to handle scale. Whether you process 10 invoices a week or 10,000 a day, Affinda supports bulk uploads and straight-through automation directly into your MongoDB collections.
This makes it ideal for development teams, SaaS companies and e-commerce operations managing high volumes of invoices, support tickets or product catalogs.
How fast can I get started with the MongoDB integration?
You can be up and running in minutes. Affinda's MongoDB integration is built for speed:
- Connect using your MongoDB connection string or MongoDB Atlas credentials
- Map your document fields to MongoDB collections and define your JSON structure
- Start processing and storing documents immediately
For development teams, Affinda also offers full API access and flexible configuration options - letting you customize data transformation logic and validation rules to fit your exact workflow.
Is my financial data secure when using Affinda with MongoDB?
Absolutely. Affinda follows security standards including ISO 27001:2022, SOC 2 and GDPR for security and compliance. Data is encrypted in transit and at rest, with strict role-based access controls and full audit logging. You can also select region-specific data storage to meet your organization's compliance and data residency requirements.
What are the main benefits of integrating Affinda with MongoDB?
By integrating Affinda with MongoDB, you can:
- Eliminate manual data entry and populate collections automatically
- Accelerate app development with instant access to structured JSON documents
- Improve data accuracy with 99%+ extraction precision and custom validation rules
- Scale effortlessly from hundreds to thousands of documents daily
- Enable real-time updates across inventory, support and HR workflows