Upstage
Turns complex business documents into structured data for enterprise AI systems.
Key Takeaways
- What it is
- Turns complex business documents into structured data for enterprise AI systems.
- Pricing
- Freemium · $20 per seat per month · $200 per seat per month · $100+ per month prepaid · $500+ per month prepaid · $5,000+ per month prepaid · $0.01 per page · $0.04 per page
- Best for
- Document Parse
- Information Extract
- Solar Pro 4
- Rating
- 4.2/5
What is Upstage?
Upstage turns PDFs, scans, spreadsheets, slides, emails, and images into structured information that software and AI systems can use. Its products combine Solar language models with Document Parse, Information Extract, Document OCR, Document Classify, File Search, and Studio workflows for teams handling large volumes of business documents.
Document Parse preserves document structure by returning machine-readable HTML, Markdown, or text with tables, charts, coordinates, and other layout details. That makes Upstage useful when ordinary text extraction would lose the visual relationships that matter in contracts, financial reports, claims, or forms.
Upstage is best suited to organizations building document-heavy applications or automating repeatable document operations. It is less suitable for casual chatbot use because most of its value sits in APIs, document pipelines, and team workflows rather than a consumer chat experience. The strongest fit is a company that needs documents converted into reliable inputs for downstream AI and business systems.
Who is Using Upstage?
Document Automation Engineers
Build APIs that convert incoming files into structured text, fields, classifications, and searchable records.
Claims and Underwriting Analysts
Structured extraction helps review claims, policies, receipts, and supporting documents with less manual entry.
Compliance Managers
Document Parse and Information Extract make contracts, filings, and evidence easier to search and compare.
Data Engineers
Feed parsed documents and extracted JSON into databases, retrieval systems, and business applications.
Operations Leaders
Studio workflows and scheduled AI Coworkers handle recurring document sorting, review, and reporting tasks.
Uncommon Use Cases
Convert charts and handwritten elements into machine-readable content; compare related documents to find mismatched values or missing information.
Key Features
Rating Breakdown
Pricing Plans
Free
Free
- For individuals getting started with Studio
- Daily usage allowance
- Email support
- No payment details required
Small
$20 per seat per month
- For individuals and small teams automating recurring work
- More usage than Free
- Email support
- Auto-reload
Large
$200 per seat per month
- For teams running high-volume workflows
- More than 10 times the usage of Small
- Email support
- Auto-reload
Enterprise & Developer
- Custom usage, security, and deployment requirements
- Custom SLA and role management
- Custom connectors and screen development
- Dedicated support
Explore
$100+ per month prepaid
- +10% bonus credits on the prepaid amount
- Tier 1 rate limits apply by default
- Community support only
Build
$500+ per month prepaid
- +15% bonus credits on the prepaid amount
- Tier 2 rate limits apply
- Email support with a 3-business-day response time
Scale
$5,000+ per month prepaid
- +20% bonus credits on the prepaid amount
- Tier 3 rate limits apply
- Priority support with a guaranteed 1-business-day response time
Document Parse API
$0.01 per page
- Standard: $0.01 per page
- Enhanced: $0.03 per page
- Auto mode selects Standard or Enhanced per page
Information Extract API
$0.04 per page
- Standard: $0.04 per page
- Enhanced: $0.06 per page
- Extract is charged on top of Parse when used in a Studio agent
Which Upstage plan should you pick?
Start with Free for evaluation, choose Small or Large when a team needs recurring Studio usage, and contact Upstage for custom security, deployment, or capacity requirements.
Free
Good for individuals testing Studio workflows and learning how document processing works.
Small
Good for individuals and small teams automating recurring work with more usage than Free.
Large
Good for teams running higher-volume document workflows with more than 10 times the usage of Small.
Enterprise & Developer
Good for organizations that need custom usage, security, deployment, connectors, role management, or dedicated support.
Upstage Use Cases
Invoice and Receipt Processing
Invoices and receipts become structured records containing fields such as vendor, amount, and date.
Outcome: Less manual data entry and faster routing into finance systems.
Contract and Policy Review
Long contracts and policies can be parsed, searched, summarized, and queried through document workflows.
Outcome: Faster access to clauses, obligations, and key terms.
Claims and Application Intake
Mixed incoming files can be classified and sent to the right extraction workflow.
Outcome: More consistent intake across claims, applications, and supporting evidence.
Enterprise Search
File Search and parsed document content support natural-language retrieval across an organization’s documents.
Outcome: More useful answers from documents with complex layouts.
Recurring Operations
AI Coworkers and scheduled tasks can summarize inboxes, organize files, and prepare recurring reports.
Outcome: Repeatable document work runs on a schedule with results kept in the workspace.
Workflow Ideas with Upstage
Invoice Intake
- 1Send invoices to an Upstage Studio workflow.
- 2Classify each document and extract vendor, amount, date, and invoice number.
- 3Export the structured result to the system that handles payment review.
Contract Review
- 1Parse contracts into layout-aware HTML or Markdown.
- 2Ask an Instruct step to summarize renewal, payment, and termination clauses.
- 3Save the results to a searchable collection for review.
Scheduled Document Operations
- 1Connect a source such as Google Drive or Gmail.
- 2Set an AI Coworker to check for new files on a daily or weekly schedule.
- 3Review the completed result and approve any actions that require permission.
How Upstage fits into your stack
Document intake
Upstage sits after files arrive from users, email, storage systems, or business applications. Parse and OCR turn visual documents into content that software can read.
Data extraction
Information Extract returns schema-aligned values for invoices, claims, contracts, forms, and other records. Classify can route different document types to different workflows.
Search and retrieval
File Search and parsed document output fit knowledge bases and retrieval systems where tables, charts, and page structure affect the answer.
Automation
Studio workflows, connectors, AI Coworkers, and scheduled tasks cover recurring document operations before results move into a business system.
Application development
The REST API, model endpoints, SDK examples, LangChain support, and LlamaIndex support let developers add Upstage capabilities to their own applications.
Deployment and infrastructure
API hosting, AWS, Azure, Snowflake, and on-premises options let organizations choose where document and model workloads run.
Pros
- +Document fidelity: Keeps tables, charts, layout, and coordinates available for downstream AI processing.
- +Developer access: Offers REST APIs, SDK examples, model aliases, and integrations with tools such as LangChain and LlamaIndex.
- +Workflow depth: Studio can classify, extract, validate, match, export, and schedule document work.
- +Deployment choice: Cloud API, marketplace, and on-premises options support different infrastructure requirements.
- +Free entry: Studio has a free plan, and the API provides free credit or free runs for testing.
Cons
- −Technical setup: The strongest features require API keys, workflow design, or developer involvement.
- −Usage-based billing: API and document processing costs rise with token use, pages, workflow steps, and team seats.
- −Narrower chat appeal: Upstage is built more for document operations and AI applications than everyday personal conversation.
Limitations & when to consider alternatives
Known limitations
- Studio file size and page limits. Studio supports files up to 500 MB and 1,000 pages. Extract Enhanced mode is limited to 50 pages per file.
- Run duration. A Studio run that continues for more than one hour is automatically marked as failed.
- Usage-based API costs. API charges depend on tokens, pages, document modes, and workflow steps, so monthly cost depends on actual processing volume.
- Connector availability. External-service automation depends on the connectors available in Studio and on the permissions granted to each connected account.
- Data retention differs by service. Uploaded files, workflow results, API data, and website content follow different retention rules, so teams should review the applicable policy before sending sensitive material.
Look elsewhere when
- You need a consumer-focused mobile chatbot for personal conversations.
- You need a native desktop application or browser extension.
- Your workflow depends on a connector that Upstage Studio does not provide.
- Your team wants custom model fine-tuning through the standard product.
How to Use Upstage
- 1
Choose the entry point
Start in Studio for visual document workflows, Console for API calls and model testing, or a marketplace deployment for cloud-based infrastructure.
- 2
Create an account
Studio has a Free plan, while the developer Console provides free credit for trying the APIs.
- 3
Add your documents
Upload PDFs, images, Office files, emails, HTML, JSON, or other supported formats within the documented file and page limits.
- 4
Build the workflow
Arrange steps such as Parse, Classify, Extract, Instruct, Validate, Match, and Export around the result you need.
- 5
Test with real files
Run sample documents, inspect extracted fields and confidence information, then adjust the schema or workflow settings.
- 6
Move to production
Call the generated API endpoint, connect an external service, schedule an AI Coworker, or deploy through a supported cloud marketplace.
Who is Upstage For?
Enterprise AI Teams
A strong fit for teams building document intelligence into internal systems or customer-facing products.
Insurance Organizations
Claims, underwriting, and policy documents can be parsed and routed into structured workflows.
Healthcare Organizations
Medical records and operational documents can be converted into structured data for connected systems.
Financial Services Teams
Lending, KYC, risk, and financial-report workflows benefit from field extraction and document search.
Manufacturing Operations
Quality, supply chain, and compliance teams can automate document-heavy reviews and routing.
Frequently Asked Questions
Does Upstage have a free plan?
Yes. Upstage Studio has a Free plan with no payment details required. The developer Console also offers free credit for getting started, and Studio agents include 10 free runs for testing.
How much does Upstage Studio cost?
Studio has Free, Small at US$20 per seat per month, Large at US$200 per seat per month, and Enterprise & Developer with custom pricing. Prices exclude 10% VAT.
How is the API billed?
The API uses usage-based pricing for models and document services. Commitment tiers begin at $100 or more in monthly prepaid usage and can provide bonus credits, higher rate limits, and different support levels.
What files can Studio process?
Supported formats include PDF, JPG, JPEG, PNG, BMP, TIF, TIFF, HEIC, DOC, DOCX, PPT, PPTX, XLS, XLSX, HWP, HWPX, MSG, EML, MHT, HTML, and JSON.
Can teams work together in Upstage Studio?
Yes. Organizations can invite members, group workflows into projects, manage API keys and usage, and control access to shared work.
Can Upstage run outside its hosted API?
Yes. Upstage offers deployment through AWS, Azure, and Snowflake marketplaces, and it also describes on-premises deployment for organizations that need workloads behind their own infrastructure.
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