Parse converts document images, tables and text into reading-order Markdown for downstream retrieval and analysis. Cohere’s August 2026 release supports nine languages and provides table and image bounding boxes, with no per-text-element boxes or numeric chart-series extraction.
Technical detail
Core features
Reading-order Markdown from mixed document content
Nine-language support
Bounding boxes for tables and images; chart-series extraction excluded
Document parsing
Vision models
Markdown
Use & integration
Recorded applications
Document preparation for enterprise search and retrieval
Structured ingestion of reports and mixed-layout documents
These describe the reviewed application scope, not confirmed deployments, released requirements or procurement eligibility.
Evidence of maturity
Generally available from August 27, 2026; benchmarks are vendor-reported
Commercial availability
Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker; private deployment options
Integration and verification
Readiness
A technology readiness level is not established by the reviewed public sources.
Reviewed connections
No reviewed Mission area or released Defence need connection is currently published.
Original sources 1 linked record
These records support this capability and its published Mission area and Defence need connections. A source count is not a count of independent confirmations.
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · name
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · defence applications
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · technical tags
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · core features
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · maturity
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · capability type
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · core features
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · technicaldomainslugs
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · defence applications
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · commercial availability
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · technology readiness level
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · technical tags
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · core features
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · summary
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Supports: Capability · slug
Cohere Parse converts document images, tables and text to reading-order Markdown in nine languages. It is generally available through the Cohere API, Model Vault, Microsoft Foundry and AWS SageMaker, with private deployment options. The release limits bounding boxes to tables and images and excludes chart numeric-series extraction; benchmarks are vendor-reported.
Public sources cited · Facts and assessments kept separate · Human review