Nanonets 2024年11月26日
Top 9 Rossum alternatives for data extraction
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本文探讨了Rossum的9个最佳替代方案,包括Nanonets、Hyperscience、Veryfi、Mindee等,并对它们的功能、优势和适用场景进行了详细的比较分析。文章旨在帮助企业根据自身需求选择合适的智能文档处理(IDP)解决方案,例如处理复杂文档、支持特定语言、定制化功能、价格合理等方面,以提高文档处理效率、降低人工成本并提升数据准确性。文章还提供了每个平台的优缺点、定价策略和适用场景,帮助读者做出明智的决策。

🤔**Nanonets**:提供98%的数据准确率,高度可定制的工作流程,适用于需要处理复杂文档、自定义工作流程以及与ERP/CRM系统集成的企业。例如,它可以轻松提取复杂表格数据,并通过自定义模型满足特定需求。

🚀**Hyperscience**:专注于高精度的人工参与自动化,适用于需要处理复杂数据、确保数据准确性和合规性的企业,例如金融、医疗保健和政府部门。它结合了机器学习和人工审核,能够处理非结构化和半结构化数据,并提供灵活的部署模式。

🧾**Veryfi**:专注于自动化发票和收据处理,使用深度学习模型提取数据,适用于需要快速自动化会计流程、提高财务记录准确性的企业,例如零售和酒店业。它提供移动应用程序和API集成,支持实时数据提取和智能收据匹配。

📄**Mindee**:通过开发者友好的API提供高级数据提取功能,适用于需要自动化文档处理流程、快速提取关键信息的企业,例如处理发票、收据、身份证等。它提供实时处理和高精度数据提取,帮助企业简化以文档为中心的运营。

🤖**其他替代方案**:文章还简要介绍了ABBYY、Docparser、Amazon Textract、Ocrolus和Tungsten Automation等平台,并提供了其主要功能和适用场景。

In this article, we’ll explore the top alternatives to Rossum, offering an unbiased look at their strengths to help you identify the right Intelligent Document Processing (IDP) solution for your company's document processing needs.

You might be exploring alternatives to Rossum if you’re looking for:

1. High data accuracy for complex documents
2. Support for a specific language
3. Uncommon or complex integration
4. Customized features 
5. An affordable tool
6. Strong customer support

Whether you’re looking for better flexibility, affordability, or tailored features, our aim is to help you make an informed decision. Let’s dive in!

Comparative table: Top 9 Rossum alternatives

Sr No. Product Main feature G2 rating Free trial Pricing Total score
1 Rossum Cloud-based AI platform for data extraction 4.4/5 No Custom pricing 43.8
2 Nanonets 98% data accuracy with AI and highly customizable workflows 4.8/5 Yes Pay-as-you-go, First 500 pages free 46.5
3 Hyperscience Human-in-the-loop for processing complex workflows 4.6/5 No Custom pricing 46.3
4 Veryfi Real-time expense tracking with built-in OCR 4.6/5 Yes Starts at $500+/month 45.5
5 Mindee Developer-friendly API for document parsing and OCR 4.5/5 Yes Pay-as-you-go 45.3
6 ABBYY OCR and NLP for PDFs 4.1/5 No Custom pricing 44.3
7 Docparser Rule-based data extraction from documents 4.6/5 Yes Starts at $39/month 44.0
8 Amazon Textract Document processing for AWS integration 4.4/5 No Pay-as-you-go 43.4
9 Ocrolus AI-powered processing with fraud detection 4.6/5 No Custom pricing 43.2
10 Tungsten Automation Enterprise-level AI-powered document automation 4.2/5 Yes Custom pricing 43.0

(Refer to scoring methodology at the bottom)


Nanonets

Nanonets is an AI-powered document processing and workflow automation platform that is designed to simplify data extraction and improve business processes.

Trusted by 35% of Fortune 500 companies, Nanonets offers unmatched control and 95%+ accuracy in managing complex document workflows and is recognized for its adaptability and user-friendly interface.

With easy integration into ERP, CRM, and database systems, Nanonets enables companies to reduce manual effort, automate repetitive tasks, and improve overall efficiency.

Why choose Nanonets over others?

Nanonets is an ideal choice for businesses that require:

How does Nanonets compare to Rossum?

ParameterNanonetsRossum
Ease of Use9.38.5
Ease of Setup9.18.0
Quality of Support9.49.2
Meets Requirements9.18.3
Product Direction (% positive)9.69.8

Is Nanonets right for you?

Nanonets is best suited for mid-to-large-sized companies in the logistics, finance, insurance, and retail industries. It’s the perfect choice for organizations that are looking for secure, high-accuracy document processing.

It excels at automating complex document workflows with highly customizable, user-friendly AI models that require minimal technical setup.

Pricing overview

Nanonets offers flexible pay-as-you-go pricing to accommodate different business needs:

For more details, visit the Nanonets Pricing Page.

Our verdict

?
Nanonets is a standout choice if you handle diverse document types and want advanced customizations and seamless integrations with existing systems.

However, for AWS users, alternatives like Amazon Textract or Docparser might be more suitable for independent freelancers seeking a low-cost solution.

Hyperscience

Hyperscience is an advanced intelligent document processing (IDP) platform specializing in high-accuracy, human-centered automation.

Designed for enterprises with complex data extraction needs, Hyperscience combines machine learning with a "human-in-the-loop" system that ensures accuracy for critical data in unstructured and semi-structured documents.

Why choose Hyperscience over others?

Hyperscience is a popular choice for large enterprises due to its robust features and focus on high-stakes workflows. Here’s why users prefer it:

How does Hyperscience compare to Rossum?

ParameterHyperscienceRossum
Ease of Use9.38.5
Ease of Setup9.08.0
Quality of Support9.19.2
Meets Requirements9.18.3
Product Direction (% positive)9.89.8

Is Hyperscience right for you?

Hyperscience is most suitable for large enterprises in regulated finance, healthcare, and government sectors. It’s a great choice for workflows where human oversight is essential for compliance and operational continuity.

Pricing overview

Hyperscience offers custom pricing based on business needs, with solutions tailored for different volumes and complexity levels.

Reach out to Hyperscience for a detailed pricing quote.

Our verdict

?
Hyperscience stands out for its focus on regulated industries, offering advanced security, human-in-the-loop capabilities, and the flexibility to handle complex workflows.

However, Hyperscience is also expensive; small businesses with more straightforward requirements and tighter budgets would find alternatives like Nanonets or Docparser more practical.

Veryfi

Veryfi is an AI-driven document and receipt scanning solution designed to automate data extraction from receipts, invoices, and other financial documents.

Known for its speed and accuracy, Veryfi uses deep learning models to extract data and caters to businesses looking to automate their accounting workflows and improve the accuracy of financial record-keeping.

Why choose Veryfi over others?

Veryfi is a strong choice for businesses looking for advanced receipt and document automation. Key features include:

How does Veryfi compare to Rossum?

ParameterVeryfiRossum
Ease of Use9.28.5
Ease of Setup9.18.0
Quality of Support8.99.2
Meets Requirements9.38.3
Product Direction (% positive)9.59.8

Is Veryfi right for you?

Veryfi is ideal for small to medium-sized businesses, accountants, and finance teams who are looking to quickly automate their document and receipt processing.

With a free app available on the app store, it is particularly suited for companies in retail and hospitality, where managing large volumes of receipts and invoices is common.

Pricing overview

Veryfi offers flexible pricing based on usage and needs:

Visit the Veryfi Pricing page for more details.

Our verdict

?
Veryfi excels in automating receipt and invoice processing with its real-time data extraction and smart categorization features. Its affordability and ease of use make it a standout alternative for Rossum.

However, if you are looking for an IDP tool for complex workflows, you chose consider Rossum, ABBYY or Nanonets.

Mindee

Mindee is an AI-powered document processing platform offering advanced data extraction capabilities through developer-friendly APIs.

Specializing in transforming documents into structured data, Mindee enables businesses to automate workflows involving invoices, receipts, IDs, and more. Its real-time processing and high accuracy make it a valuable tool for organizations aiming to streamline document-centric operations.

Why choose Mindee over others?

Mindee stands out for its robust features tailored to diverse document processing needs:

How does Mindee compare to Rossum?

ParameterMindeeRossum
Ease of Use9.08.5
Ease of Setup8.88.0
Quality of Support9.19.2
Meets Requirements9.08.3
Product Direction (% positive)9.59.8

Is Mindee right for you?

Mindee is ideal for businesses and developers seeking a flexible, accurate, and efficient document processing solution. Its developer-centric approach, combined with real-time data extraction and high accuracy, makes it suitable for organizations aiming to automate and enhance their document workflows.

Pricing overview

For more information, visit Mindee Pricing.

Our verdict

?
Mindee provides a developer-friendly, accurate, and efficient document processing platform.

However, organizations requiring specialized features and customizable AI models or operating within specific ecosystems should also consider alternatives like Rossum or Nanonets to find the best alternative to Rossum.

ABBYY Flexicapture 

FlexiCapture is an intelligent data capture and document processing solution by ABBYY designed to transform documents into data.

It efficiently handles documents of varying structures and complexities. Available both on-premises and in the cloud, FlexiCapture integrates seamlessly into existing workflows, making it suitable for organizations aiming to automate document-centric processes and reduce manual data entry.

Why choose ABBYY over others?

ABBYY FlexiCapture is a popular choice for organizations seeking advanced data capture and automation features. Here’s when it stands out:

How does ABBYY Flexicapture compare to Rossum?

ParameterABBYY FlexiCaptureRossum
Ease of Use8.88.5
Ease of Setup8.08.0
Quality of Support8.59.2
Meets Requirements9.08.3
Product Direction (% positive)10.09.8

Is ABBYY right for you?

ABBYY FlexiCapture is well-suited for businesses handling complex document workflows and requiring high-volume processing capabilities. Its advanced AI features make it ideal for enterprises in regulated industries, such as healthcare and banking, where accuracy and compliance are paramount.

If your organization already uses ABBYY tools like FineReader or Vantage, FlexiCapture would fit in well.

Pricing overview

ABBYY FlexiCapture's pricing isn't listed on their website, but ABBYY's Gartner listing suggest that the paid version starts at $4,150 for a one-time license.

For detailed information and to determine the best plan for you, visit ABBYY FlexiCapture.

Our verdict

?
ABBYY FlexiCapture is a great choice for enterprise-level document automation, offering unmatched scalability and advanced data extraction capabilities.

However, exploring other Rossum competitors like Nanonets or Docparser might provide a more tailored fit if you prioritize ease of use, faster implementation, or cost-effectiveness.

Docparser

Docparser is a specialized tool for extracting structured data from PDFs and scanned documents into actionable formats like Excel, Google Sheets, or databases.

Known for its reliability in handling high volumes of recurring documents, Docparser is ideal for organizations with consistent document structures, such as invoices, purchase orders, and contracts.

Its straightforward, rule-based setup allows businesses to automate data extraction without relying on complex configurations or coding.

Why choose Docparser over others?

Docparser is highly regarded for its simplicity and ability to handle recurring workflows. Here’s why users prefer it:

How does Docparser compare to Rossum?

ParameterDocparserRossum
Ease of Use9.08.5
Ease of Setup8.88.0
Quality of Support8.99.2
Meets Requirements8.78.3
Product Direction (% positive)8.59.8

Is Docparser right for you?

Docparser is best suited for small to medium-sized businesses in industries like e-commerce and logistics, where structured data extraction from medium-high volumes of standardized documents is crucial.

Its affordability and ease of use can make it an excellent option if you have recurring workflows with similar document templates.

Pricing overview

Docparser offers tiered pricing plans to cater to different business needs:

Our verdict

?
Docparser could be a great choice if you have standardized document workflows and recurring data extraction needs.

However, if you require more advanced features or flexibility for handling complex document workflows, solutions like Hyperscience or Nanonets may be better alternatives.

Amazon Textract

Amazon Textract is an advanced document analysis service that leverages machine learning (ML) to extract printed text, handwriting, and data from documents.

Built for scalability, Textract empowers organizations to process vast amounts of data efficiently—without the need for manual data entry or predefined templates.

As part of Amazon’s trusted ecosystem, Textract integrates seamlessly with AWS tools like S3, Lambda, and Redshift, making it an excellent choice if you already use AWS infrastructure for your operations.

Why choose Textract over others?

Textract stands out for organizations seeking a solution that is tightly integrated with AWS services. Here’s why you might choose Textract:

How does Textract compare to Rossum?*

ParameterAmazon TextractRossum
Ease of Use8.98.5
Ease of Setup8.98.0
Quality of Support8.69.2
Meets Requirements8.88.3
Product Direction (% positive)8.29.8

Is Textract right for you?

Textract is most suitable for large enterprises and regulated industries, like finance and healthcare, that require automated document processing integrated within scalable AWS-based workflows to handle high volumes and strict compliance requirements.

Pricing overview

Amazon Textract offers a pay-as-you-go pricing model with discounted rates for higher volumes.

Visit Amazon Textract Pricing for more details.

Our verdict

?
Textract is a strong option for businesses already using AWS or requiring advanced document layout recognition.

However, if you are seeking greater customization, better support, or alternative pricing models, exploring other competitors like Nanonets or ABBYY FlexiCapture could be more beneficial.

Ocrolus

Ocrolus is an advanced document automation platform that leverages AI and human-in-the-loop (HIIL) processing to transform unstructured financial documents into actionable data.

Specializing in the financial services sector, Ocrolus combines ML with human validation to deliver accurate data extraction. It processes many documents, including bank statements, pay stubs, tax forms, etc., making it a preferred choice for lenders,, financial institutions, and fintech companies.

Why choose Ocrolus over others?

Primarily chosen for its high accuracy in financial document processing, Ocrolus offers advantages like:

How does Ocrolus compare to Rossum?

ParameterOcrolusRossum
Ease of Use8.28.5
Ease of SetupN/A8.0
Quality of Support8.89.2
Meets Requirements8.38.3
Product Direction (% positive)7.49.8

Is Ocrolus right for you?

Ocrolus is best suited for organizations in the financial sector that demand high accuracy and efficiency in processing complex, unstructured data. Businesses dealing with regulatory compliance or fraud prevention will particularly benefit from its tampering detection and validation features.

Pricing overview

Ocrolus offers a flexible pricing structure and a two-week free trial of 100 pages. For detailed information, visit the Ocrolus Pricing Page.

Our verdict

?
Ocrolus is a powerful tool for financial institutions seeking to automate workflows while maintaining security and compliance. However, organizations needing broader applications or simpler workflows may find Rossum or Nanonets better aligned with their goals.

Tungsten Automation

Tungsten Automation ((formerly Kofax & Ephesoft) is a prominent name in intelligent workflow automation. The company specializes in AI-powered software and has a suite of products, such as Power PDF, TotalAgility, InvoiceAgility, etc., designed to streamline document processing, invoice automation, and comprehensive workflow management.

Why choose Tungsten Automation over others?

Here’s why Tungsten Automation is a top alternative:

How does Tungsten Automation compare to Rossum?

ParameterTungsten AutomationRossum
Ease of Use8.58.5
Ease of Setup8.08.0
Quality of Support8.79.2
Meets Requirements8.88.3
Product Direction (% positive)9.09.8

Is Tungsten Automation right for you?

Tungsten Automation is an excellent fit for medium to large enterprises that manage complex workflows involving invoices, contracts, and other content-heavy processes.

Its cloud-choice flexibility and robust features like document merging and eSignature integrations make it particularly appealing to businesses in the finance, legal, and supply chain sectors.

Pricing overview

Customized pricing based on needs. Visit Tungsten Automation website for more details.

Our verdict

?
Tungsten Automation is a powerful and reliable choice for enterprises looking for Rossum alternatives. Its flexibility in deployment and advanced document handling capabilities make it ideal for industries with high compliance and processing needs.

However, for businesses seeking simpler tools with quicker setup or more cost-effective solutions, alternatives like Veryfi or Nanonets may provide a better fit.

How to choose the best Rossum alternative?

Choosing the best Rossum alternative depends on your specific business needs, document types, and workflow requirements. Here’s a structured approach using a scoring methodology to evaluate and compare options:

Scoring methodology

Each product has been evaluated across five key parameters, scored on a scale of 1 to 10, where 10 is the highest:

    Ease of use: How intuitive the platform is for everyday users.Ease of setup: Time, effort, and resources required for deployment and integration.Quality of support: Accessibility and responsiveness of the customer support team.Meets requirements: Ability to fulfill specific use cases and operational needs.Product direction (% positive): User confidence in the platform’s future development and enhancements.

Each parameter is rated on a scale of 1 to 10, with a total possible score of 50.

Product Ease of Use Ease of Setup Quality of Support Meets Requirements Product Direction Total Score
Rossum 8.5 8.0 9.2 8.3 9.8 43.8
Nanonets 9.3 9.1 9.4 9.1 9.6 46.5
Hyperscience 9.3 9.0 9.1 9.1 9.8 46.3
Veryfi 9.2 9.1 8.9 9.3 9.5 45.5
Mindee 9.0 8.8 9.0 9.0 9.5 45.3
ABBYY 8.8 8.0 8.5 9.0 10.0 44.3
Docparser 9.0 8.8 8.9 8.7 8.5 44.0
Amazon Textract 8.9 8.9 8.6 8.8 8.2 43.4
Ocrolus 8.2 8.5 8.8 8.3 7.4 43.2
Tungsten Automation 8.5 8.0 8.7 8.8 9.0 43.0

How to use this table effectively

Identify key parameters & compare total scores

Test top options

Assess scalability and fit

Calculate ROI and Total Cost of Ownership (TCO)

Ensure compliance and security standards


Disclaimer

The scoring methodology and comparisons presented in this blog are based on publicly available information, user reviews (G2, Capterra, TrustRadius, etc), and independent research. While we strive to provide accurate and up-to-date insights, the ratings and scores are subjective and may vary depending on individual use cases, industry requirements, and evolving product capabilities.

We recommend conducting your own evaluation, including utilizing free trials or demos to ensure the selected solution aligns with your specific business needs.

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