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reducto-ai

Reducto is an AI document-parsing platform that turns unstructured PDFs, images, spreadsheets, slides, and forms into LLM-ready layout, structured data, and form completions. The API exposes Parse, Extract, Split, Edit, Classify, and Pipeline endpoints — each with sync and async variants — plus an Upload API, Webhooks API, and Jobs API. Used by Scale AI, Vanta, Harvey, Medallion, Toast, JLL, Vise, Newfront, and Legora to power document AI in finance, healthcare, insurance, legal, government, and logistics.

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles reducto-ai the way a machine reads it — 79 machine-readable artifacts across 10 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — reducto-ai scores 68.8/100 (strong), with a separate agent-readiness read of 55/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.8/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile reducto-ai

Each block below is one kind of artifact we hold for reducto-ai. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 10

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

reducto-ai Classify API

The Classify API from reducto-ai — 2 operation(s) for classify.

reducto-ai Edit API

The Edit API from reducto-ai — 2 operation(s) for edit.

reducto-ai Extract API

The Extract API from reducto-ai — 2 operation(s) for extract.

reducto-ai Jobs API

The Jobs API from reducto-ai — 3 operation(s) for jobs.

reducto-ai Parse API

The Parse API from reducto-ai — 2 operation(s) for parse.

reducto-ai Pipeline API

The Pipeline API from reducto-ai — 2 operation(s) for pipeline.

reducto-ai Platform API

The Platform API from reducto-ai — 5 operation(s) for platform.

reducto-ai Split API

The Split API from reducto-ai — 2 operation(s) for split.

reducto-ai Upload API

The Upload API from reducto-ai — 1 operation(s) for upload.

reducto-ai Webhooks API

The Webhooks API from reducto-ai — 1 operation(s) for webhooks.

Scroll within the panel for all 10 ·

Open Collections 10

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Reducto Classify API

OPEN COLLECTION

Reducto Edit API

OPEN COLLECTION

Reducto Extract API

OPEN COLLECTION

Reducto Jobs API

OPEN COLLECTION

Reducto Parse API

OPEN COLLECTION

Reducto Pipeline API

OPEN COLLECTION

Reducto Platform API

OPEN COLLECTION

Reducto Split API

OPEN COLLECTION

Reducto Upload API

OPEN COLLECTION

Reducto Webhooks API

OPEN COLLECTION

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Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Reducto Plans Pricing

3 plans

PLANS

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Reducto Rate Limits

3 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

Cost, billing, and metering signals for API financial operations.

Features 27

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

Parse — agentic OCR with error correction, layout-aware extraction across 30+ file types (PDFs, images, spreadsheets, slides, Office docs, text)
Extract — schema-driven structured data extraction with Deep Extract, Array Extract, and Citations that pin fields to source page + bounding box
Split — automatic separation of multi-document files and long forms via rules-based Split or Deep Split
Edit — template-free form filling for blanks, tables, and checkboxes from a form schema (beta)
Classify — page-context document classification with optional citations
Pipeline — single-call composition of Parse + Split + Extract + Edit + Classify with chained outputs
Cite — citation lookup endpoint surfacing source-level references inside parsed content
Async endpoints (parse_async, extract_async, split_async, edit_async, pipeline_async) plus a Jobs API for retrieve, cancel, and list
Direct webhooks and Svix-backed webhooks for async completion, with a hosted Webhook Portal
Upload API with large-file chunked uploads producing reducto:// references reusable across endpoints
jobid:// references that let Extract / Split / Edit reuse a prior Parse without re-billing
Multilingual parsing across 100+ languages with automatic page rotation
Intelligent chunking (variable, section, page, block) optimized for LLM/embedding pipelines
Figure summarization, chart extraction, equation handling, list detection, and discardable-block tagging
Spreadsheet parsing with table splitting, cell colors, formulas, and clustering modes
Table output formats — HTML, JSON, Markdown, CSV, and AI-JSON
Studio — visual workbench for Parse, Split, Extract, Edit, and Pipeline deployment
Studio Deploy Pipeline — push designed workflows directly to production
Official SDKs in Python, Node.js, and Go plus a Reducto CLI
Reducto MCP Server for agent integration
LLMs Center (llms.reducto.ai) and llms.txt for AI-agent friendly documentation
Hybrid VPC and on-premise deployment options (AWS, Azure, GCS, Box) with database, OCR, LLM, fair-queueing, observability, and file-cleanup configuration
EU data residency endpoints on Growth+
Zero-data-retention option and Business Associate Agreement on Growth+
Token-style rate limits — 200 concurrent sync requests, 500 RPS submission; tiered per-second sync rate (1 RPS Standard, 10 RPS Growth, 100+ RPS Enterprise)
Credit-based pricing — Parse 1-4 credits/page, Extract 2 credits/page (Deep Extract 4 + 0.1/field, min 30), Split 2-4 credits/page, Edit 4 credits/page, Classify 0.5 credits/page-of-context
15,000 free credits on the Standard plan, then $0.015 per credit

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Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Reducto Context

0 classes · 15 properties

JSON-LD

Spectral Rules 1

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

reducto-ai API Rules

6 rules · 5 warnings

SPECTRAL

JSON Schema 2

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

Reducto Extract

0 properties

JSON SCHEMA

Reducto Parse

0 properties

JSON SCHEMA

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Reducto Ai Authentication

http · 1 scheme

SECURITY

Reducto Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Reducto Ai Vulnerability Disclosure

security.txt · contact published

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Reducto Ai Agentic Access

22 operations · 15 acting

22 operations · 15 acting

AGENTIC

Use Cases 10

What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.

What developers build with this provider.

Financial document analysis

Parse 10-Ks, prospectuses, KBYC packets, broker statements, and credit memos to extract tables, line items, and structured financials for downstream analytics or LLM agents.

Insurance claims and underwriting

Split multi-document claim packets, classify each unit (police report, medical record, photo, ACORD form), and extract structured fields with citations for adjuster review.

Healthcare records processing

Extract structured patient, encounter, lab, and medication data from scanned EOBs, charts, and faxes under a BAA with zero data retention.

Legal contract review

Surface redlined clauses, defined terms, and obligation language from redlined contracts and case files with field-level citations back to the source page.

Government and public-sector forms

Fill, extract, and classify long-form government applications, permits, and disclosure filings using the Edit and Pipeline APIs.

Logistics, supply chain, and trade

Parse invoices, BOLs, customs forms, certificates of origin, and packing lists in bulk to feed ERP and TMS systems.

Identity verification

Extract and validate fields from passports, IDs, and proof-of-address documents using the Identity Verification cookbook.

Invoice and AP automation

Capture vendor, line-item, and tax data from invoices with citations to source bounding boxes for review and approval.

Multilingual document processing

Parse and extract from documents in 100+ languages with consistent schemas.

Multimodal RAG ingestion

Produce LLM-optimized chunks (with figure summarization, embed strings, and bounding boxes) ready for vector indexing.

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Integrations 8

Pre-built integrations with other platforms tell you where this provider already fits in a stack.

Pre-built integrations with other platforms and tools.

AWS S3 / Hybrid VPC on AWS

Presigned S3 URLs as parse inputs, plus hybrid VPC deployment on AWS for on-prem-grade isolation.

Azure / Hybrid VPC on Azure

Hybrid VPC deployment on Azure for regulated workloads.

Google Cloud / Hybrid VPC on GCS

Hybrid VPC deployment on GCS for regulated workloads.

Box / Hybrid VPC on Box

Pull documents from Box for parsing in a hybrid VPC topology.

Browserbase

Web-browsing cookbook that pairs Browserbase with Reducto for live web-document capture.

Svix

Webhook delivery and management via Svix-backed webhook portals.

Model Context Protocol (MCP)

Reducto MCP Server exposes Parse / Extract / Split / Edit / Classify as MCP tools to AI agents.

OpenAPI tooling

Public OpenAPI 3.1 spec at docs.reducto.ai/openapi.json plus a legacy spec for backwards compatibility.

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Solutions 3

Packaged solutions the provider offers on top of the raw API surface.

Packaged solutions this provider offers.

Standard

Pay-as-you-go credit plan, 15,000 free credits, then $0.015/credit; 1 RPS sync; up to 5 Studio seats.

Growth

Volume-discounted plan adding zero-data-retention, BAA, 10 RPS sync, up to 5 active priority requests, EU data residency, priority support, and unlimited Studio seats.

Enterprise

Adds VPC and on-premises deployment, custom MSA/SLA, dedicated support, RBAC, SSO/SAML, and 100+ RPS custom throughput.

Resources

Every other property we hold for reducto-ai — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

Company 1

The organization behind the API

Other 1

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/reducto-ai · machine-readable index on apis.io