# Reducto

> Reducto is the complete agentic document platform for leading AI teams that need performance at enterprise scale. Document work starts here: the most accurate document processing available — parsing, extraction, splitting, and classification — plus document editing, workflows, and agent-ready tooling, in one platform.

Reducto provides a comprehensive toolkit for working with documents the way a human would, combining custom in-house models with leading frontier models to power efficient, accurate document workflows. Teams replacing brittle OCR pipelines and legacy intelligent document processing (IDP) tools choose Reducto for zero-shot accuracy on complex documents — tables, charts, figures, handwriting, scans — across 30+ file types. Over 4 billion pages processed for AI teams at companies like Harvey, Scale AI, and Vanta.

Get started free: sign up at https://studio.reducto.ai/ for 15,000 free credits. AI agents can start with the [Agent skill](https://reducto.ai/SKILL.md), then connect through the MCP server or CLI (see Developer Tools below); the full documentation index for LLMs lives at https://docs.reducto.ai/llms.txt, and every docs page is available as raw Markdown by appending `.md` to its URL.

## Products

- [Parse](https://reducto.ai/parse): The ingestion layer. Turn PDFs, scans, spreadsheets, and slides into structured, citation-ready JSON for LLM, RAG, and agent workloads at production scale.
- [Split](https://reducto.ai/split): The segmentation layer. Describe sections in plain language; Split returns the page ranges for each. Partition keys group repeating sub-documents automatically.
- [Extract](https://reducto.ai/extract): The extraction layer. Return defined fields as typed JSON with a citation and bounding box on every value. Schemas, prompts, and Deep Extract for production accuracy on the long tail.
- [Classify](https://reducto.ai/classify): The routing layer. Define your taxonomy in plain language and Classify returns the best match plus per-criterion confidence, fast enough to gate every pipeline.
- [Edit](https://reducto.ai/edit): Closes the agentic document loop, turning extracted data back into a finished file. Vision-based field detection, reusable form schemas, and optional DOCX highlighting at production scale.
- [Studio](https://reducto.ai/studio): The no-code workspace for the platform. Build, test, and deploy document pipelines without code — same engine as the API, included with every plan.

## Key Differentiators

- **Accuracy where others aren't production ready**: zero-shot accuracy on complex documents; Deep Extract achieves 99% recall and precision on micro1's LongExtractionBench.
- **12+ models orchestrated**: automatic routing balances accuracy, latency, and throughput for each document's complications, continuously updated so your team doesn't chase the frontier. Reducto uses the best parts of frontier models rather than competing with them.
- **Long-tail robustness**: complex tables, charts, figures, handwriting, scans, checkboxes, equations, rotated pages, and multilingual documents — without templates, pre-labeling, or retraining when documents change.
- **Trustable outputs**: a citation and bounding box on every extracted value, with a side-by-side citation viewer in Studio.
- **One platform, every document task**: parse, split, extract, classify, and edit across 30+ file types — from raw file ingestion to agent-ready outputs and workflow orchestration, replacing 4–5 stitched-together vendors.

## Enterprise Readiness

- **Deployable anywhere**: hosted cloud, hybrid VPC, on-premises, and fully air-gapped to meet any data residency or security requirement
- **Compliant**: SOC 2 and HIPAA compliant (BAAs on Growth tier and above), zero data retention by default
- **Production scale**: autoscaling built in for bursty workloads, white-glove forward-deployed engineering support, custom SLAs — over 4 billion pages processed
- Details: https://docs.reducto.ai/security/policies

## Industries & Use Cases

- [Finance](https://reducto.ai/industries/finance): Research reports, SEC filings, financial statements, and complex spreadsheets with decimal-level fidelity
- [Healthcare](https://reducto.ai/industries/healthcare): HIPAA-compliant processing of medical records, clinical notes, and claims
- [Legal](https://reducto.ai/industries/legal): Contract review, due diligence, NDAs, and filings with citation-ready accuracy
- [Insurance](https://reducto.ai/industries/insurance): Underwriting, claims, and ACORD forms on mixed-format evidence with audit-ready accuracy
- [Government & Defense](https://reducto.ai/industries/government): Secure processing of forms, permits, intelligence reports, and regulatory filings
- [Construction](https://reducto.ai/industries/construction): Blueprints, contracts, bids, invoices, and submittals
- [Logistics & Supply Chain](https://reducto.ai/industries/logistics-supply-chain): Bills of lading, customs forms, invoices, and shipping manifests

Cross-industry use cases: invoice and AP automation, KYC and onboarding, RAG preprocessing and embedding-optimized chunking, replacing manual data entry, and document generation workflows. Full case studies at https://reducto.ai/customers.

## Developer Tools

- [Agent skill](https://reducto.ai/SKILL.md): Self-contained SKILL.md for AI agents — setup, API usage, CLI, and MCP server instructions
- [MCP server](https://docs.reducto.ai/mcp-server): Connect AI agents directly to Reducto via the Model Context Protocol. Hosted endpoint at https://mcp.reducto.ai/mcp (Bearer API key) or local via `uvx mcp-server-reducto`. Works with Claude Code, Claude Desktop, Codex, Cursor, VS Code, Windsurf, and any MCP client.
- [CLI](https://docs.reducto.ai/cli): `pip install reducto-cli` — parse, extract, split, classify, and edit from the terminal. Built for batch processing, scripting, and CI/CD; writes agent-readable Markdown next to each input file.
- [Agent integration guide](https://docs.reducto.ai/agent-guide.md): Complete, structured API reference written for AI coding agents
- [API documentation](https://docs.reducto.ai): Quickstarts, API reference, and SDKs for Python and Node
- [Documentation index for LLMs](https://docs.reducto.ai/llms.txt): Curated index of all docs pages, each available as raw Markdown
- [Checking API Health & Usage](https://docs.reducto.ai/reference/checking-api-health.md): How to check hosted API availability (via https://status.reducto.ai), usage, and throttling signals
- [Agent capabilities catalog](https://reducto.ai/.well-known/ai-catalog.json): Machine-readable list of Reducto's MCP servers
- [API catalog](https://reducto.ai/.well-known/api-catalog): RFC 9727 machine-readable index of Reducto's APIs, including the OpenAPI specification

## Get Started

- [Reducto Studio](https://studio.reducto.ai/): Sign up and get 15,000 free credits to try the platform on your own documents
- [Pricing](https://reducto.ai/pricing): Credit-based plans — Standard (self-serve, pay as you go), Growth (volume credit tiers with security and compliance features), and Enterprise (custom pricing, VPC/on-premises/air-gapped deployment)
- [Contact](https://reducto.ai/contact): Talk to sales or request a demo

## Company

- [Customers](https://reducto.ai/customers): Case studies from AI teams running Reducto in production, including Harvey, Scale AI, and Vanta
- [Industries](https://reducto.ai/industries): Industry solutions hub
- [Blog](https://reducto.ai/blog): Technical articles, case studies, and product announcements
- [Engineering blog](https://eng.reducto.ai/llms.txt): Deep dives from the team building Reducto, indexed for LLMs
- [Careers](https://reducto.ai/careers): Open positions
- [Reducto for Startups](https://reducto.ai/startups): Credits, startup pricing, and priority support for teams scaling document workflows from prototype to production
- [Reducto for YC](https://reducto.ai/yc): The exclusive YC deal — startup pricing and credits for YC companies, from the team that went through YC W24

## Optional

- [Cookbooks](https://reducto.ai/cookbooks): Templates and recipes for building with Reducto
- [Compare](https://reducto.ai/compare): Tool-by-tool comparisons of Reducto vs other document parsing, OCR, and extraction options
- [Privacy policy](https://reducto.ai/privacy)
- [Terms of service](https://reducto.ai/terms)