# Rossum vs Unstructured

**Leader by Vioscale score:** Unstructured

| Attribute | Rossum | Unstructured |
|---|---|---|
| **Vioscale score** | 56.3 (41% (low)) | 84.3 (55% (medium)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | 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. | Unstructured provides enterprise-grade data preprocessing and ETL capabilities that convert messy, unstructured documents (PDFs, images, tables, etc.) into machine-readable formats optimized for language models and AI workflows. It handles data ingestion, transformation, enrichment, and embedding across multiple sources and destinations with built-in security and compliance. |
| 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"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US","GB","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":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":true,"name":"Free","summary":"15,000 pages/month free","features":["All features included"],"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Monthly free allowance with automatic resets","contactSales":false,"includedLimits":{"pages":"15,000/month"}},{"free":false,"name":"Pay-As-You-Go","summary":"$0.03/page after 15,000 free pages; bill capped at $3,000/month","features":["All features included"],"components":[{"per":{"qty":1,"unit":"page"},"kind":"metered","amount":0.03,"currency":"USD"}],"description":"Usage-based pricing after free monthly allowance","contactSales":false},{"free":false,"name":"Business","summary":"Custom pricing","features":["Multi-user accounts","Dedicated Instance or VPC","Full data isolation","24/7 technical support"],"description":"Enterprise deployment with dedicated infrastructure and support","contactSales":true}],"summary":"Free tier with 15,000 pages/month. Pay-as-you-go at $0.03/page with $3,000 monthly cap. Custom enterprise pricing available.","currency":"USD","freeTier":true,"sourceUrl":"https://unstructured.io/pricing","retrievedAt":"2026-08-21T13:45:12.559Z","startingPrice":{"unit":"page","amount":0.03,"currency":"USD"},"billingPeriods":["month"]}` |
| pricing.free_tier | yes | yes |
| pricing.model | quote | freemium |
| pricing.price_level | unknown | low |
| pricing.starting_price | - | `{"amount":0.03,"currency":"USD"}` |
| pricing.transparent | no | yes |
| 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: Vioscale. Generated 2026-09-01T14:52:10.439Z. "-" = undocumented, not absent.*