Automate document processing into Databricks

Automate exporting data from your documents into Databricks by integrating the Affinda Platform with your Databricks account. Achieve straight-through processing by eliminating manual data entry for good.

Databricks

Get data from your documents into Databricks

Invoices, receipts and contracts

Extract structured data from invoices, receipts and contracts directly into your Databricks Lakehouse - enabling analytics, reporting and data science at scale.

Compliance forms and audit reports

Extract compliance data from forms and audit reports directly into your Databricks Lakehouse - ensuring audit readiness, supporting regulatory reporting and enabling compliance analytics at scale.

Onboarding forms and resumes

Extract employee data from onboarding forms and resumes directly into your Databricks Lakehouse - powering workforce analytics, improving HR planning and enabling talent insights at scale.

Purchase orders and invoices

Extract procurement data from purchase orders and invoices directly into your Databricks Lakehouse - enabling spend analysis, identifying cost savings opportunities and improving supplier management at scale.

How to automate document processing into Databricks

Affinda processes your documents in the background and sends data straight into Databricks.

Automatically send your documents to Affinda

Upload, email or integrate your documents as soon as you receive them

AI agents extract and validate key data fields

Affinda's AI agents extract and transform your data with superior accuracy, thanks to advanced contextual understanding and machine validation.

See your data appear in Databricks

Affinda sends your data straight into Databricks, automatically populating all the extracted data fields.

Extract any information from any document, fast

Extract any data
Build fast
Example of automated data extraction from a document in Affinda

Create models in seconds

Upload any document and watch as Affinda instantly predicts the data fields you need, helping you automate document processing into Databricks in just a few clicks.

Example of how to configure data transformations in the Affinda Platform

Cleanse and transform data

Affinda automatically structures extracted document data in the format your Databricks Lakehouse expects, ensuring it's ready for analytics and reporting. Need custom formatting? Simply describe your requirements in natural language and Affinda adapts.

Example of how to configure data transformations in the Affinda Platform

Apply business logic

Apply validation rules and business logic using natural language, ensuring extracted data meets your organization's standards. This guarantees data quality and enables seamless document processing into Databricks.

Automate extracting and importing any of your document data into Databricks

Example of business logic verifying accuracy of extraction in the Affinda Platform
Example of billing credits in the platform
Platform preview of instant AI learning from examples
Examples of seamless integrations supported in Affinda with no-code or API set up
Preview of flexible configuration of document fields on a payslip
List of security layers continuously monitored by Affinda

Automate data integration with 99%+ accuracy

Extract data from any document, in any format or layout, with more than 99% accuracy. Unstructured data? Complex tables? Multiple languages? No problem. Our AI data integration eliminates errors and costly rework.

See ROI in weeks, not months

Start automating your Databricks data workflows with minimal setup and flexible pricing. Our AI agents learn from a handful of sample documents, delivering measurable ROI within weeks - not months.

AI that instantly learns and adapts

Affinda's intelligent document processing platform is the only one with instant learning. It improves with every interaction, adapting to your data in real time to make faster, smarter, human-like decisions.

Easy integration, zero disruption

Affinda connects to your Databricks Lakehouse without disrupting your existing workflows. No ripping out systems, no change-management headaches. Integrate it easily - with code or without.

Configure, customize and maintain control

Build your own intelligent document processing solution for Databricks with our platform, or work with our team for setup and support. Maintain complete control, update configurations anytime and scale your data workflows independently.

Enterprise-grade security

Your documents contain sensitive business data, and we protect it. Affinda is ISO 27001:2022 certified, and SOC 2 and GDPR compliant, delivering enterprise-grade security and compliance for organizations processing data into Databricks.

No need to talk to sales. Get started now

Sign up for free

Sign up and configure your custom extraction model.

Set up your integration

Affinda’s Integration Agent works like your own developer - describe how you want data exported, and it builds the integration for you.

Start processing

Send your files to Affinda and watch as the data automatically populates into your downstream system.
Try for free

Automating their document processes with AI

All customer stories
Brisbane city bridge on river

Affinda has removed the laborious workload from our accounts staff, who now focus on quality assurance and management of any outliers.

- Nathaniel Barrs, CTO, PSC Insurance

95%

reduction in manual work

10×

more invoices processed with no added staff

 

Enhanced auditability and tracking of invoice approvals

Read full story
Busy port with plane flying overhead

Customer satisfaction is always our top priority, and Affinda has helped us achieve that by eliminating phone calls, manual handling, and delays.

- Jorg Both, Head of Business Systems, Northline

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

Read full story
Two recruitment specialists reviewing a list of candidates

Affinda's ongoing improvements in its AI models demonstrate its innovative approach in Document AI.

– Michael Zhao, AI Product Manager, SEEK

  • High accuracy parsing across multiple languages
  • Improved customer experience thanks to better structured data
  • Stronger compliance with international data security and software standards
Read full story
An artist painting on a community wall

Affinda’s support and expertise were invaluable… The experience working with Affinda was excellent.

- Nick Tran, Business Analyst, StateCover Mutual

300,000

documents processed annually

80

different document types

60%

Enhanced auditability and tracking of invoice approvals

Read full story
Logistics manager reviewing paperwork onsite

The results have spoken for themselves. I recommend Affinda to anyone looking to enhance their product or business with AI capability.

- Steve O’Keeffe, CTO, Felix

76%

reduction in manual data input

30%

reduction in compliance data errors

85,000

compliance documents processed annually

Read full story

Combine the best of artificial and human intelligence

99%+

accuracy in data and information extraction

10+

years of IP combined with the latest AI innovations

500M+

documents processed

50+

languages supported, empowering customers globally

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Frequently asked questions

Does Affinda integrate with Databricks?
How does the Affinda-Databricks integration work?
What types of documents can Affinda process and send to Databricks?
Do I need to manually upload files to Databricks?
Can I define my own validation and business rules?
Can Affinda handle bulk invoice uploads for Databricks?
How fast can I get started with the Databricks integration?
Is my financial data secure when using Affinda with Databricks?
What are the main benefits of integrating Affinda with Databricks?
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Discover the platform

Find out how to build an extraction model from a single document, transform the data and send it to any business system.

Explore our pricing

No up-front costs. No lock-in contracts. Just pay for what you use.