Have you ever wished Document Parse could go a step further?

Document Parse was built to handle a wide range of documents quickly and deliver them in a format that AI systems can work with. But through real-world usage, we repeatedly heard feedback like:

  • “It would be easier if multi-page tables were delivered as one connected table.”
  • “Can merged or nested tables keep their structure?”
  • “Could checkbox selections or option values come through as data?”
  • “Could charts or images be interpreted, not just extracted as images?”

If you’ve been using Document Parse, these requests may sound familiar.

To support these needs, we are introducing Document Parse Enhanced.

Bringing in more complete information from the start

Enhanced mode extends what Document Parse can interpret — including table structures, selection values, and visual content that often required manual review or custom handling.

This can lead to meaningful differences across real workflows:

  • Better accuracy for search, summarization, and Q&A
  • Fewer manual checks in review and approval steps
  • Automation that remains stable even as templates or policies change

How a document comes in shapes what the rest of the workflow can do.

Enhanced mode addresses challenges you may have seen first-hand

1) One table, even across pages

Reports, claims, and medical records often split a single table across multiple pages.

Enhanced mode delivers it as one connected structure.

2) Complex table layouts remain intact

Merged cells, nested tables, and irregular layouts are preserved without collapsing the structure.

3) Checkbox selections can be captured as data

Checkboxes are often missed in parsing or end up treated like plain text.

Enhanced mode recognizes selected values and returns them as structured data.

4) Charts and images become interpretable information

Trends and comparisons are expressed as descriptive text rather than a flat image.

Where can this make a difference?

Enhanced mode supports workflows where documents drive decisions:

  • Insurance, medical, and financial document processing
  • Review, approval, underwriting, and adjudication workflows
  • Internal reporting and dashboard attachments
  • Environments where templates frequently change or versions must be tracked

If you’re already using Document Parse, you likely know where this applies.

Launching soon — stay informed

Sign up to receive launch updates and guidance on applying Enhanced mode to your workflows.

You'll also receive credits to process up to 10,000 pages (valid through December).

Use it with real documents, evaluate the impact, and see what Enhanced mode makes possible.


Document Parse Enhanced — Coming Soon

Upstage Team
Upstage Team
Announcements
December 10, 2025
Document Parse Enhanced — Coming Soon
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Have you ever wished Document Parse could go a step further?

Document Parse was built to handle a wide range of documents quickly and deliver them in a format that AI systems can work with. But through real-world usage, we repeatedly heard feedback like:

  • “It would be easier if multi-page tables were delivered as one connected table.”
  • “Can merged or nested tables keep their structure?”
  • “Could checkbox selections or option values come through as data?”
  • “Could charts or images be interpreted, not just extracted as images?”

If you’ve been using Document Parse, these requests may sound familiar.

To support these needs, we are introducing Document Parse Enhanced.

Bringing in more complete information from the start

Enhanced mode extends what Document Parse can interpret — including table structures, selection values, and visual content that often required manual review or custom handling.

This can lead to meaningful differences across real workflows:

  • Better accuracy for search, summarization, and Q&A
  • Fewer manual checks in review and approval steps
  • Automation that remains stable even as templates or policies change

How a document comes in shapes what the rest of the workflow can do.

Enhanced mode addresses challenges you may have seen first-hand

1) One table, even across pages

Reports, claims, and medical records often split a single table across multiple pages.

Enhanced mode delivers it as one connected structure.

2) Complex table layouts remain intact

Merged cells, nested tables, and irregular layouts are preserved without collapsing the structure.

3) Checkbox selections can be captured as data

Checkboxes are often missed in parsing or end up treated like plain text.

Enhanced mode recognizes selected values and returns them as structured data.

4) Charts and images become interpretable information

Trends and comparisons are expressed as descriptive text rather than a flat image.

Where can this make a difference?

Enhanced mode supports workflows where documents drive decisions:

  • Insurance, medical, and financial document processing
  • Review, approval, underwriting, and adjudication workflows
  • Internal reporting and dashboard attachments
  • Environments where templates frequently change or versions must be tracked

If you’re already using Document Parse, you likely know where this applies.

Launching soon — stay informed

Sign up to receive launch updates and guidance on applying Enhanced mode to your workflows.

You'll also receive credits to process up to 10,000 pages (valid through December).

Use it with real documents, evaluate the impact, and see what Enhanced mode makes possible.


Have you ever wished Document Parse could go a step further?

Document Parse was built to handle a wide range of documents quickly and deliver them in a format that AI systems can work with. But through real-world usage, we repeatedly heard feedback like:

  • “It would be easier if multi-page tables were delivered as one connected table.”
  • “Can merged or nested tables keep their structure?”
  • “Could checkbox selections or option values come through as data?”
  • “Could charts or images be interpreted, not just extracted as images?”

If you’ve been using Document Parse, these requests may sound familiar.

To support these needs, we are introducing Document Parse Enhanced.

Bringing in more complete information from the start

Enhanced mode extends what Document Parse can interpret — including table structures, selection values, and visual content that often required manual review or custom handling.

This can lead to meaningful differences across real workflows:

  • Better accuracy for search, summarization, and Q&A
  • Fewer manual checks in review and approval steps
  • Automation that remains stable even as templates or policies change

How a document comes in shapes what the rest of the workflow can do.

Enhanced mode addresses challenges you may have seen first-hand

1) One table, even across pages

Reports, claims, and medical records often split a single table across multiple pages.

Enhanced mode delivers it as one connected structure.

2) Complex table layouts remain intact

Merged cells, nested tables, and irregular layouts are preserved without collapsing the structure.

3) Checkbox selections can be captured as data

Checkboxes are often missed in parsing or end up treated like plain text.

Enhanced mode recognizes selected values and returns them as structured data.

4) Charts and images become interpretable information

Trends and comparisons are expressed as descriptive text rather than a flat image.

Where can this make a difference?

Enhanced mode supports workflows where documents drive decisions:

  • Insurance, medical, and financial document processing
  • Review, approval, underwriting, and adjudication workflows
  • Internal reporting and dashboard attachments
  • Environments where templates frequently change or versions must be tracked

If you’re already using Document Parse, you likely know where this applies.

Launching soon — stay informed

Sign up to receive launch updates and guidance on applying Enhanced mode to your workflows.

You'll also receive credits to process up to 10,000 pages (valid through December).

Use it with real documents, evaluate the impact, and see what Enhanced mode makes possible.


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