# Rossum vs Unstructured

**Leader by vioscaleAI score:** Unstructured

| Attribute | Rossum | Unstructured |
|---|---|---|
| **vioscaleAI score** | 58.5 (42% (low)) | 75.4 (53% (medium)) |
| content.faq | `[{"answer":"An intelligent document automation platform using AI agents to read, extract, and validate transactional document data, then automatically route it through approvals, data matching, and integration with business systems while maintaining full audit trails and compliance. It is indexed under Document AI.","source":"https://rossum.ai/pricing-plans/","question":"What is Rossum?","confidence":0.6},{"answer":"Rossum does not publish its prices. Pricing is quoted on request, across 3 plans (Starter, Business and Enterprise), so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://rossum.ai/pricing-plans/","question":"How much does Rossum cost?","confidence":0.6},{"answer":"Rossum supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://rossum.ai/pricing-plans/","question":"What platforms does Rossum support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Rossum, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://rossum.ai/pricing-plans/","question":"Can Rossum be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Rossum, including SAP, Coupa, Oracle, Workday, QuickBooks, Email, API and SFTP, plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://rossum.ai/pricing-plans/","question":"What does Rossum integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Rossum. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Rossum not holding them. Always confirm compliance directly before you rely on it.","source":"https://rossum.ai/customer-stories/trust/","question":"What security certifications does Rossum have?","confidence":0.7}]` | `[{"answer":"An ETL platform that automatically transforms complex, unstructured documents and data into structured formats suitable for GenAI applications, supporting 65+ file types with built-in enrichment and embedding capabilities. It is indexed under Document AI.","source":"https://unstructured.io/pricing","question":"What is Unstructured?","confidence":0.6},{"answer":"Unstructured offers a free tier, so you can start without paying. Paid plans start at $0.01. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.","source":"https://unstructured.io/pricing","question":"Is Unstructured free?","confidence":0.6},{"answer":"Unstructured supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://unstructured.io/pricing","question":"What platforms does Unstructured support?","confidence":0.6},{"answer":"Yes. Unstructured can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://unstructured.io/pricing","question":"Can Unstructured be self-hosted?","confidence":0.6},{"answer":"We have confirmed 40 integrations for Unstructured, including Airtable, Google Cloud Storage, Google Drive, Jira, PostgreSQL, S3, Salesforce and SFTP, plus 32 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://unstructured.io/pricing","question":"What does Unstructured integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Unstructured. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Unstructured not holding them. Always confirm compliance directly before you rely on it.","source":"https://unstructured.io/pricing","question":"What security certifications does Unstructured have?","confidence":0.6},{"answer":"Unstructured is available worldwide. Its primary market is the United States.","source":"https://unstructured.io/pricing","question":"Where is Unstructured available?","confidence":0.5}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A cloud-based AI platform that automatically processes transactional documents by reading content, extracting structured data, validating against business rules, managing approval workflows, and integrating with enterprise systems and ERPs. | A platform that processes PDFs, scans, images, and other document formats using AI to extract and organize their content into structured formats for language models. Offers open-source libraries and a metered-usage cloud API. |
| features.capabilities | `{"open_source":true,"soc2_type_ii":true,"pricing_model":"pay_per_page_api","prebuilt_models":true,"architecture_model":"managed_cloud_api","rpa_erp_integration":true,"custom_model_training":false,"handwriting_recognition":true,"human_in_the_loop_review":true,"llm_vlm_based_extraction":true,"web_scraping_to_markdown_or_json":false,"mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":false,"javascript_rendering_for_spa_web_scraping":false,"fine_tuned_document_layout_analysis_models":true,"human_in_the_loop_hitl_confidence_review_queue":true}` | `{"open_source":true,"soc2_type_ii":true,"pricing_model":"pay_per_page_api","prebuilt_models":true,"table_extraction":true,"architecture_model":"managed_cloud_api","confidence_scoring":false,"id_document_parsing":false,"rpa_erp_integration":false,"custom_model_training":true,"handwriting_recognition":false,"human_in_the_loop_review":false,"llm_vlm_based_extraction":true,"web_scraping_to_markdown_or_json":true,"mit_or_apache_permissive_oss_license":true,"pdf_and_multimodal_image_ocr_parsing":true,"zero_data_retention_privacy_guarantees":true,"javascript_rendering_for_spa_web_scraping":false,"native_chunking_and_vectorization_for_rag":true,"strict_json_schema_forcing_and_validation":false,"fine_tuned_document_layout_analysis_models":true,"human_in_the_loop_hitl_confidence_review_queue":false,"tabular_layout_preservation_for_complex_tables":true}` |
| integrations.count | 7 | 40 |
| integrations.list | `[{"name":"SAP"},{"name":"Coupa"},{"name":"Oracle"},{"name":"Workday"},{"name":"QuickBooks"},{"name":"Email"},{"name":"API"},{"name":"SFTP"},{"name":"PEPPOL"},{"name":"Scanners"},{"name":"Shared Drives"},{"name":"ERP Systems"},{"name":"NetSuite"},{"name":"Microsoft Dynamics"}]` | `[{"name":"Airtable"},{"name":"Google Cloud Storage"},{"name":"Google Drive"},{"name":"Jira"},{"name":"PostgreSQL"},{"name":"S3"},{"name":"Salesforce"},{"name":"SFTP"},{"name":"Slack"},{"name":"Snowflake"},{"name":"SQLite"},{"name":"Zendesk"},{"name":"Amazon Bedrock"},{"name":"Astra DB"},{"name":"DuckDB"},{"name":"Elasticsearch"},{"name":"IBM Milvus"},{"name":"IBM watsonx.data"},{"name":"Weaviate"},{"name":"OpenAI"},{"name":"Anthropic"},{"name":"Azure OpenAI"},{"name":"Google Gemini"},{"name":"AWS Bedrock"},{"name":"IBM watsonx"},{"name":"NVIDIA"},{"name":"Together.ai"},{"name":"VertexAI"},{"name":"Cohere"},{"name":"Amazon S3"},{"name":"Azure Blob Storage"},{"name":"Databricks"},{"name":"OpenSearch"},{"name":"Neo4j"},{"name":"Kafka"},{"name":"Box"},{"name":"OneDrive"},{"name":"Confluence"},{"name":"Dropbox"},{"name":"LangChain"},{"name":"SAP"},{"name":"Teradata"},{"name":"Cursor"},{"name":"Codex"},{"name":"Gemini","native":true,"category":"llm","direction":"outbound"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"quote","plans":[{"free":false,"name":"Starter","features":["Unlimited seats","Document ingestion through email, API, or manual upload","Rossum Aurora Document AI for automated extraction","Validation screen for exception handling and human in the loop","Document archive & search","API access"],"commitment":"annual","description":"For scale ups who need to automate data capture","contactSales":true},{"free":false,"name":"Business","features":["Custom business logic to extract data and create custom workflows","Master data matching to match extracted values with databases","Duplicate detection & handling across channels","Custom functions & webhooks","Document workflow reporting","Integration with tech stack (SAP, Coupa, Workday, Oracle, etc.)"],"commitment":"annual","description":"For businesses who want to automate their document workflows end to end","contactSales":true},{"free":false,"name":"Enterprise","features":["Enterprise SSO","Sandbox testing environment","Extended master data matching","Preferred cloud location","Signature onboarding & success plans","Custom branding","Multi-document transactions","Custom domain for email ingestion","Additional sandbox","3-year document archive & search"],"commitment":"annual","description":"For mature businesses with complex use cases and highest level of customization and security","contactSales":true}],"addOns":[{"name":"Integrations"},{"name":"Service plans"}],"summary":"Customized based on document volume and workflow complexity. 14-day free trial. Minimum 1-year contract.","sourceUrl":"https://rossum.ai/pricing-plans/","retrievedAt":"2026-08-21T12:46:16.360Z","freeTrialDays":14}` | `{"type":"hybrid","plans":[{"free":false,"name":"Usage-based","summary":"$0.015/page after 10,000 free pages","features":["OCR","Parsing","Partitioning","VLM enrichment","Chunking","Embedding"],"components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":0.015,"currency":"USD"}],"contactSales":false,"includedLimits":{"free_pages":"10,000"}}],"summary":"$0.015/page. 10,000 free pages.","currency":"USD","freeTier":true,"sourceUrl":"https://unstructured.io/insights/pricing-models-for-document-processing-at-scale","retrievedAt":"2026-10-02T16:20:07.914Z","startingPrice":{"unit":"page","amount":0.015,"currency":"USD"}}` |
| pricing.free_tier | yes | yes |
| pricing.model | quote | freemium |
| pricing.price_level | unknown | low |
| pricing.starting_price | - | `{"amount":0.015,"currency":"USD"}` |
| pricing.transparent | no | yes |
| security.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO 27001","status":"active"}]` |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Document AI)

| Capability | Rossum | Unstructured |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Prebuilt models | ✓ | ✓ |
| Custom model training | ✗ | ✓ |
| Table extraction | - | ✓ |
| Handwriting recognition | ✓ | ✗ |
| Id document parsing | - | ✗ |
| Human in the loop review | ✓ | ✗ |
| Confidence scoring | - | ✗ |
| LLM vlm based extraction | ✓ | ✓ |
| RPA ERP integration | ✓ | ✗ |
| Open source | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T20:10:20.344Z. "-" = undocumented, not absent.*