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LLMWhisperer parses text from documents and makes it ready for LLM extraction. Unstract automates document workflows—extracting structured data from unstructured documents at scale.
Everything from Cloud, plus
Everything from Cloud Enterprise, plus:
Pricing
Prompt Studio Create, validate and deploy production-grade data extraction pipelines – no coding expertise needed.
Learn more
MCP Connects to an Unstract API to process files and extract structured data. Handles asynchronous processing and polling for completion.
Learn more
Multi-LLM Support
BYOK. You bring the keys. Supported models: Anthropic, OpenAI, Vertex AI, and more.
See documentation.
SSO
Users
Unlimited
Unlimited
Unlimited
1 User Only
Access Management
Standard
Enterprise RBAC
Enterprise RBAC
Standard
SOC 2, HIPAA,
ISO & GDPR
Compliant
SOC 2, HIPAA, ISO & GDPR Compliant
Uptime SLA
Standard
99.9%
Self-Hosted
Data Residency
US/EU
US/EU
Self-Hosted
NA
Deployment
Fully managed by
Unstract
Fully managed by
Unstract
VPC supported by AWS, Azure, GCP
Self-Hosted
Environments
Single
3 (Dev + Staging + Production)
3 (Dev + Staging + Production)
Self-Hosted
Support
Slack Community
Enterprise-Grade Priority Support (SLA)
Enterprise-Grade Priority Support (SLA)
Slack Community
Everything from Cloud, plus
Everything from Cloud Enterprise, plus:
Pricing
Prompt Studio
Create, validate and deploy production-grade data extraction pipelines – no coding expertise needed.
Learn more
API Deployments
Create API deployments in a single click, trigger them and check their execution status.
Learn more
ETL Pipelines
Extract structured data from unstructured documents within file systems and load it into databases.
Learn more
Task Pipelines
Handle file transfer and processing workflows between various storage systems.
Learn more
n8n custom node
Automate tasks and workflows with the n8n custom node that interacts with a deployed Unstract API.
Learn more
MCP
Connects to an Unstract API to process files and extract structured data. Handles asynchronous processing and polling for completion.
Learn more
SinglePass & Summarized Extraction
Simplifies prompts and documents to save LLM usage token costs.
Learn more
Source Document Highlighting
A visual mark on the original source document to trace and verify extracted text output.
Multi-LLM Support
BYOK. You bring the keys. Supported models: Anthropic, OpenAI, Vertex AI, and more.
See documentation.
File Systems & Database Connectors
File Systems & Database Connectors Tooltip: Unstract integrates with various file systems and DB connectors.Learn more
LLMWhisperer
Unstract Cloud and Enterprise (cloud & on-prem) has LLMWhisperer built-in. Open source users must use the cloud or on-premise edition of LLMWhisperer.
NA
SSO
Users
Unlimited
Unlimited
Unlimited
1 User Only
Access Management
Standard
Enterprise RBAC
Enterprise RBAC
Compliance
Unstract is secure and compliant, with certifications in place by a 3rd party assessor.Learn more
Standard
SOC 2, HIPAA,
ISO & GDPR
Compliant
SOC 2, HIPAA, ISO & GDPR Compliant
Uptime SLA
Standard
99.9%
Self-Hosted
Data Residency
Choose your data center, US or EU based on your preference. Applies only to the cloud version.
US/EU
US/EU
Self-Hosted
NA
Deployment
Fully managed by
Unstract
Fully managed by
Unstract
VPC supported by AWS, Azure, GCP
Self-Hosted
Environments
Single
3 (Dev + Staging + Production)
3 (Dev + Staging + Production)
Self-Hosted
Support
Slack Community
Priority, Dedicated
Support
Enterprise-Grade Priority Support (SLA)
Slack Community
Unstract transformed our repetitive manual processes into AI-powered workflows, drastically reducing task completion time while maintaining decision consistency. Their responsive team adapts quickly to our evolving needs.
Unstract's prompt-based parsing made launching our new software feature nearly effortless. Simple to start with, powerful enough to scale—with support whenever we need it.
Unstract streamlines our clinical trial operations by converting complex IRT documents into structured JSON, accelerating randomization and trial management—all through an intuitive, collaborative platform.
Unstract lets us turn a wide range of document formats into clean, structured data with low integration effort and without compromising on enterprise-grade controls. Its high extraction accuracy paired with clear highlight-based validation speeds up our process a lot!
Lesser Human
Touch points
Accurate
Document Extraction
Token
Cost Savings
LLMWhisperer is our OCR and text extraction engine—it parses complex documents and prepares them for LLM processing. Unstract is the full platform that uses LLMWhisperer as one component, adding structured extraction, Prompt Studio for schema design, API/ETL pipeline deployment, human-in-the-loop review, and cost-saving features like SinglePass & Summarized Extraction.
Features like LLMChallenge, SinglePass Extraction, Summarized Extraction, Human Quality Review (HITL with source highlighting), and support for multiple users are not available. They’re available in the Cloud and On-Premise editions. LLMWhisperer is also not available open-source, meaning if you set up Unstract Open Source and wish to use LLMWhisperer, you must use its cloud or on-premise version.
Everything from Cloud Enterprise, plus:
Security & Compliance
Standard
SOC 2, ISO 27001, GDPR, and HIPAA-compliant
Pricing
Pay-as-you-go, 100 pages free per day
Annual
Pre-Processing
Support
Slack Community
Enterprise-Grade Priority Support (SLA)
Deployment
Fully Managed by Unstract
VPC Supported by AWS, Azure or GCP
Available
Available
Data Residency
US/EU
Self-Hosted
Everything from Cloud Enterprise, plus:
Security & Compliance
Standard
SOC 2, ISO 27001, GDPR, and HIPAA-compliant
Pricing
Pay-as-you-go, 100 pages free per day
Annual
Pre-Processing
Support
Slack Community
Enterprise-Grade Priority Support (SLA)
Deployment
Fully Managed by Unstract
VPC Supported by AWS, Azure or GCP
Multi-Format Document Support
Support for 20+ document, image and file formats.
Learn more
Available
Available
Data Residency
US/EU
Self-Hosted
If you have documents that take forever to extract and is of low quality, LLMWhisperer is the way to go. When you compare the accuracy and organization the outputs of LLM Whisperer gave vs. others like PDF co, the difference was night and day.
LLM Whisperer is a great tool to create RAG database vectors. I found it to be very robust with a lot of processing modes and functionality. It did a great job on many file types.
Works like magic. Incredibly precise and quick. We see very good character recognition regardless of the quality of the document.
We deal with documents that many solutions struggled or outright failed to parse. I was told about LLM Whisperer and I was amazed at how well it did with these very difficult documents. Truly a game changer for us.
Lesser Human
Touch points
Accurate
Document Extraction
Reduced
Manual Work
See Unstract in action with walkthroughs of core features and real extraction workflows.
Managed cloud, on-premise, or open-source. Unstract adapts to your infrastructure needs, so choose what works best for you.
Prompt engineering Interface for Document Extraction
Make LLM-extracted data accurate and reliable
Use MCP to integrate Unstract with your existing stack
Control and trust, backed by human verification
Make LLM-extracted data accurate and reliable
