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Unstract

unstract.com

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Spec score 8.6 #5 of 31 in Intelligent Document Processing Software

What it is

Unstract is a document processing platform that extracts structured data from unstructured documents and automates document workflows. Prompt Studio uses natural-language instructions to build extraction projects that can be deployed as APIs or ETL pipelines. Agentic Prompt Studio uses multi-agent pipelines to define schemas, create extraction prompts, and validate results across documents. Unstract describes its document processing as document agnostic and says it works without prior training or templates. Human-in-the-loop workflows can route selected documents for review, approval, and validation. LLMChallenge uses two language models to challenge extracted responses; SinglePass and Summarized Extraction are described as ways to reduce token use. Integrations include Anthropic, OpenAI, and Vertex AI models, along with file systems and databases such as Azure Cloud Storage, PostgreSQL, and S3/Minio. Deployment options are managed cloud, on-premise enterprise, and open-source self-hosted editions. The cloud offering says data is encrypted in transit and at rest and is not used for training. The free Open Source plan is self-hosted and limited to one user. Starter costs $499 a month, billed monthly, with 5,000 pages monthly and a 0.10 USD per-page overage.

Spec sheet

What it does
Unstract uses large language models to convert PDFs, images and scans into structured JSON through prompts, APIs or ETL pipelines.Read 15 Oct 2026 · github.com
Purpose
Unstract is a document processing platform that extracts structured data from unstructured documents and automates document workflows.Read 4 Oct 2026 · unstract.com
Deployment
The product is offered as managed cloud, on-premise enterprise, or open-source self-hosted editions.Read 4 Oct 2026 · unstract.com
Trial
The 14-day trial includes LLMWhisperer Free, Azure OpenAI GPT-4o with 1 million tokens, an embedding model, and Postgres Vector DB.Read 4 Oct 2026 · unstract.com
Integrations
Listed connectors include S3, Google Drive, Dropbox, Box, Snowflake, BigQuery, PostgreSQL, SQL Server, QuickBooks, Xero, SAP, NetSuite, Salesforce, HubSpot, Jira, Asana, ClickUp and Linear.Read 15 Oct 2026 · unstract.com
Security
Cloud materials state encryption in transit and at rest, no training on customer data, and enterprise SOC 2 Type II, HIPAA, GDPR and ISO 27001 compliance.Read 15 Oct 2026 · unstract.com
Support
The pricing comparison lists Slack community support across plans and a dedicated success manager for enterprise editions.Read 4 Oct 2026 · unstract.com
License
The public Unstract repository is released under the AGPL-3.0 license.Read 15 Oct 2026 · github.com
Headquarters
Los Altos, California, United StatesRead 28 Sep 2026 · unstract.com
Agentic extraction
Agentic Prompt Studio uses multi-agent pipelines to define schemas, generate extraction prompts, and validate accuracy across documents.Read 4 Oct 2026 · unstract.com
Agentic Prompt Studio
Agentic Prompt Studio can generate schemas, craft prompts and validate extraction accuracy.Read 15 Oct 2026 · unstract.com
API data retention
In asynchronous extraction, text is held in server memory for 60 minutes; enabling highlighting stores text and metadata on the servers.Read 15 Oct 2026 · docs.unstract.com
API modes
The extraction API supports OCR or text processing, line-printer or text output, page selection and synchronous or asynchronous responses.Read 15 Oct 2026 · docs.unstract.com
Changelog news
The August 12, 2026 cloud release added hosted MCP endpoints beside API deployments and global API deployment keys.Read 15 Oct 2026 · docs.unstract.com
Company size and headquarters
LinkedIn lists Unstract as a privately held 11–50 employee company headquartered in Los Altos, California.Read 15 Oct 2026 · linkedin.com
Connector examples
The connector documentation gives Azure Cloud Storage, PostgreSQL, and S3/Minio as examples.Read 4 Oct 2026 · docs.unstract.com
Deployment options
Workflows can be deployed as REST APIs, ETL pipelines or MCP servers, with cloud and self-hosted editions.Read 15 Oct 2026 · unstract.com
Document agnostic
The maker says Unstract handles documents of any format without prior training or templates.Read 15 Oct 2026 · unstract.com
Document support
Unstract describes itself as document agnostic and says it works with documents without prior training or templates.Read 4 Oct 2026 · unstract.com
Documentation/support
Official documentation covers editions, quick start, MCP, CLI, Prompt Studio, workflows, API deployments, ETL pipelines, connectors, adapters and a platform API.Read 15 Oct 2026 · docs.unstract.com
Enterprise controls
The feature comparison lists SOC 2 Type II, ISO 27001, HIPAA, GDPR with DPA, SSO/SAML, and audit logs for enterprise editions.Read 4 Oct 2026 · unstract.com
Extraction checks
LLMChallenge uses two LLMs to challenge extracted responses, and the product describes SinglePass and Summarized Extraction as ways to reduce token use.Read 4 Oct 2026 · unstract.com
Funding and investors
Crunchbase lists one seed round and Lightspeed India Partners as an investor; LinkedIn also says the company is backed by Together Fund.Read 15 Oct 2026 · crunchbase.com
Human review
The platform provides side-by-side source-document comparison, highlighting and human approval workflows.Read 15 Oct 2026 · docs.unstract.com
Legal name
Crunchbase identifies the legal entity as Zipstack, Inc.Read 15 Oct 2026 · crunchbase.com
Limit: learning curve and documentation
G2 reviewers report that initial setup and field mapping take time and that some edge cases need more detailed documentation.Read 15 Oct 2026 · g2.com
Limit: schema and grounding gaps
One G2 reviewer says automatically generated schemas can be overly long, source grounding does not work for every field and Markdown download was unavailable in the playground.Read 15 Oct 2026 · g2.com
Limits
The Starter plan includes 5,000 pages per month and charges $0.10 per overage page; Growth includes 25,000 pages per month and charges $0.09 per overage page.Read 4 Oct 2026 · unstract.com
LLM and vector adapters
The open-source repository lists adapters for OpenAI, Azure OpenAI, Anthropic, Bedrock, Gemini, Ollama, Mistral, Qdrant, Pinecone, Weaviate, PostgreSQL and Milvus.Read 15 Oct 2026 · github.com
LLMChallenge
LLMChallenge uses two language models to accept a value only when they reach consensus.Read 15 Oct 2026 · docs.unstract.com
Praise: extraction accuracy and integrations
G2 reviewers praise accurate extraction from complex documents, an easy Prompt Studio, REST/ETL integration and layout-preserving parsing.Read 15 Oct 2026 · g2.com
Prompt Studio
Prompt Studio lets users define extraction schemas with natural-language prompts and map varying layouts to one schema.Read 15 Oct 2026 · unstract.com
Public extraction API
LLMWhisperer exposes a POST endpoint at https://llmwhisperer-api.unstract.com/v1/whisper using an unstract-key header and binary document body.Read 15 Oct 2026 · docs.unstract.com
Rating on Capterra
0.0 out of 5 from 0 reviewsRead 15 Oct 2026 · capterra.com
Rating on G2
4.5 out of 5 from 122 reviewsRead 15 Oct 2026 · g2.com
Rating on GetApp
0 out of 5 from 0 reviewsRead 15 Oct 2026 · getapp.com
Rating on Software Advice
0 out of 5 from 0 reviewsRead 15 Oct 2026 · softwareadvice.com
Self-hosting requirements
The repository documents Linux or macOS, Docker Compose, Git and at least 8 GB RAM for local deployment.Read 15 Oct 2026 · github.com
SinglePass Extraction
SinglePass Extraction is described as reducing language-model token usage by up to eight times.Read 15 Oct 2026 · docs.unstract.com
SummarizedExtraction
SummarizedExtraction is described as reducing language-model token usage by up to six times.Read 15 Oct 2026 · docs.unstract.com

Plans and prices

Open Source Free 1 user only · self-hosted · Slack community support Read 4 Oct 2026 · unstract.com
LLMWhisperer Native Text $1 a month pay as you go; $1 per 1,000 pages digital PDFs · $0.001/page · 100 free pages/day Read 15 Oct 2026 · unstract.com
LLMWhisperer Low Cost $5 a month pay as you go; $5 per 1,000 pages clean scans · $0.005/page · 100 free pages/day Read 15 Oct 2026 · unstract.com
LLMWhisperer High Quality $10 a month pay as you go; $10 per 1,000 pages hard scans/handwriting · $0.01/page · 100 free pages/day Read 15 Oct 2026 · unstract.com
Document Studio Starter annual $416 a month annually 60,000 pages/year · $0.10/page overage · Agentic Prompt Studio · standard compliance/support · 14-day trial Read 15 Oct 2026 · unstract.com
Starter (annual) $416 a month Billed annually 60,000 pages/year · $0.10/page overage · standard compliance and support Read 4 Oct 2026 · unstract.com
Document Studio Starter monthly $499 a month monthly 5,000 pages/month · $0.10/page overage · Agentic Prompt Studio · standard compliance/support · 14-day trial Read 15 Oct 2026 · unstract.com
Starter (monthly) $499 a month Billed monthly 5,000 pages/month · $0.10/page overage · standard compliance and support Read 4 Oct 2026 · unstract.com
Document Studio Growth annual $1,874 a month annually 300,000 pages/year · $0.09/page overage · Agentic Prompt Studio · standard compliance/support · 14-day trial Read 15 Oct 2026 · unstract.com
Growth (annual) $1,874 a month Billed annually 300,000 pages/year · $0.09/page overage · standard compliance and support Read 4 Oct 2026 · unstract.com
Document Studio Growth monthly $2,249 a month monthly 25,000 pages/month · $0.09/page overage · Agentic Prompt Studio · standard compliance/support · 14-day trial Read 15 Oct 2026 · unstract.com
Growth (monthly) $2,249 a month Billed monthly 25,000 pages/month · $0.09/page overage · standard compliance and support Read 4 Oct 2026 · unstract.com

Every Unstract plan and price →

Strong points and limits

Strong points

  • Natural-language prompts create extraction projects
  • Supports APIs and ETL pipeline deployment
  • Human review can include approval and validation
  • Offers cloud, on-premise, and self-hosted editions

Limits

  • Free Open Source plan is limited to one user
  • Starter includes 5,000 pages monthly
  • Starter overage costs $0.10

Who it suits

Unstract suits teams extracting structured information from varied documents and routing selected items for human review. Its deployment choices cover managed cloud, on-premise enterprise, and self-hosted use.

Verdict

Unstract combines document extraction, workflow automation, and human review, with several deployment choices. Compare page allowances and overage terms with expected volume before selecting a paid plan.

Where Specifiction places it

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