Reducto is a strong parsing API. Documind automates the workflow. Three different AI models must agree on each value, and checked data goes to your systems.
A value must be approved by three different AI models that agree, not by one confidence score.
You need tax IDs, IBANs and HS codes checked before a value is approved.
Reviewers need a ready-made workspace that shows why each value was sent for review.
Choose Reducto if
Your engineers need high-volume parsing and extraction for RAG, agents or an AI product.
You will build review, rules and routing around the API yourself.
You want to start pay as you go and pay per 1,000 pages.
In short
→Reducto returns citations, boxes and numeric confidence, and its Deep Extract checks its own work. Documind approves a value only when three different AI models agree.
→Both read many languages. Documind also reads handwriting, and checks tax IDs, IBANs and HS codes before it approves a value.
→Both show the exact spot on the page for each value, and both run on your own servers.
→A review screen for people is not described in Reducto's docs. Documind includes its own review screen and asks a person by email.
→Reducto lists Parse at $10 and Extract at $20 per 1,000 pages (Standard plan, USD list price, checked 12 October 2026).
At a glance
Documind and Reducto compared by capability. Reducto facts come from its public pages, checked on 12 October 2026. Each Reducto cell links to its source.
Capability
Documind
Reducto
Overview
Positioning
Enterprise content workflow automation. Three different AI models read every value and must agree before it is auto-approved. Tax ID, IBAN and HS code checks are built in.
"The agentic document platform for leading AI teams" (Reducto homepage description).
Three model families must agree before auto-approve
Yes
Three models from different families read the same content. A value is auto-approved only when all three agree and no rule check fails.
Not published
Deep Extract runs an agentic loop that verifies and corrects its results against the source document. A rule that several model families must agree is not described.
Four separate checks per value: can it be read, was it read right, do the other model families agree, do the rules pass. Never blended into one number.
Yes
Extract citations carry a high/low confidence and numeric 0-1 scores (extract_confidence, parse_confidence). The numeric scores are on by default in v3.
Tax ID and IBAN check digits, HS code formats and ISO 6346 container numbers are checked. A failed check blocks the value.
Not published
Built-in tax ID, HS code or ISO 6346 checks are not listed. Deep Extract accepts your own criteria in the prompt, such as line items that must sum to the total.
Open-weight models from three different families. They run on your own servers; no outside AI service is needed.
Yes
On-prem can run Reducto's own GPU models (30B extraction, 7B citation; weights from HuggingFace) or external providers such as OpenAI, Azure OpenAI, Anthropic, Google, AWS Bedrock or a LiteLLM proxy.
Reducto's Deep Extract checks its own work in a loop until a quality bar is met. Documind uses three models from different families. They read the same content on their own. A value is auto-approved only when all three agree and no rule check fails. Anything else goes to a person, with the reason.
In Reducto's words
“runs an agentic loop that verifies and corrects its results against the source document”
Reducto's Deep Extract accepts criteria you write in the prompt. In Documind, the checks are built in. Tax ID and IBAN check digits, HS code formats and ISO 6346 container numbers are checked. A failed check blocks the value. These built-in checks are not listed in Reducto's docs.
Reducto's docs describe job queues for batch and async work, not a review screen for people. Documind includes its own review screen. Reviewers see the document, the value, the other candidate values and the reason for review. Every decision goes into the audit trail.
On-prem installs can run Reducto's own 30B extraction and 7B citation models, or connect to OpenAI, Azure OpenAI, Anthropic, Google, AWS Bedrock or a LiteLLM proxy.
Studio for no-code pipelines, a CLI, an MCP server and SDKs for Python and Node. Documind does not offer a CLI or an MCP server yet; both are on the roadmap.
Reducto is a strong choice for engineering teams that build AI products on top of documents. It has a low published parse price and lists 60+ languages. It returns citations with boxes and numeric confidence, and Deep Extract checks its own work. It offers Studio, a CLI, an MCP server and SOC 2 Type II. On Enterprise it runs on-prem or air-gapped, with its own models or your provider.
Your engineers need high-volume parsing and extraction for RAG, agents or an AI product.
You will build review, rules and routing around the API yourself.
You want to start pay as you go and pay per 1,000 pages.
When to choose Documind
Choose Documind when three different AI models must agree before a value is approved. If they disagree or a rule fails, a person decides, and sees the reason. Documind reads many languages, including handwriting. Tax ID, IBAN and HS code checks are built in. Reviewers work in a built-in workspace, and approved data goes to your systems.
A value must be approved by three different AI models that agree, not by one confidence score.
You need tax IDs, IBANs and HS codes checked before a value is approved.
Reviewers need a ready-made workspace that shows why each value was sent for review.
Document-type fit
Reducto lists Logistics & Supply Chain among its industries. You configure its extraction for each document. Prebuilt customs packets with EUR.1 or A.TR were not seen on its public pages. Documind reads the full customs and shipping packet. It checks the documents against each other: weights, values, parties, origin and HS codes.
Free Starter plan with 1,000 credits a week. Enterprise pricing on request. See /pricing
Reducto
Standard (pay as you go, $150 free usage): Parse $10, Extract $20, Deep Extract $40, Split $20, Classify $7.50 and Edit $60 per 1,000 pages. Parse plus Extract is $30 per 1,000 pages. Growth and Enterprise are custom. USD list prices, checked 12 October 2026. Source: Reducto: Pricing, checked on 12 October 2026 (opens in new tab)
How to switch
Keep Reducto for parsing, use Documind for decisions
If Reducto already feeds your RAG or AI product, keep it there. Add Documind where three AI models must agree before a value reaches your ERP, TMS or bank system.
STEP 1
Route the decision documents
Send invoices, customs packets or letters of credit to Documind. Use the REST API, an S3 bucket, an SFTP folder or an IMAP inbox.
STEP 2
Import your schema
Start from your current Reducto extraction schema. The Workflow Generator drafts the prompt and the validation code for you to approve.
STEP 3
Run an evaluation set
The evaluation agent tests the workflow on documents you have already checked. You see the score before you go live.
Frequently asked questions
How much does Reducto cost?
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Reducto's Standard plan is pay as you go, with $150 of free usage. Parse is $10 and Extract is $20 per 1,000 pages. So parse plus extract is $30 per 1,000 pages. Growth and Enterprise are custom. These are USD list prices, checked on 12 October 2026. Documind has a free Starter plan with 1,000 credits a week. Enterprise pricing is on request.
Does Reducto read many languages and handwriting?
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Yes. Reducto's multilingual cookbook lists 60+ languages with automatic detection. For handwriting, it suggests agentic mode; a handwriting language list is not published. Documind reads many languages, including handwriting and accented letters. Tax ID, IBAN and HS code checks are built in.
How does Documind decide a value is right?
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Three different AI models read the value on their own. Documind auto-approves it only when all three agree and no rule check fails. Otherwise a person decides, and sees the reason. Reducto gives citations, numeric confidence and a self-checking Deep Extract mode. A rule that several model families must agree is not described in its docs.
Can Reducto run on-premises or air-gapped?
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Yes. Reducto lists cloud, customer VPC, on-premises and air-gapped installs. VPC and on-prem are on the Enterprise plan. On-prem can use Reducto's own models or external AI providers. Documind also runs on your own servers, including air-gapped.
Does Reducto have a human review screen?
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A review queue for people is not described in Reducto's docs. The queues listed are for batch and async jobs. Documind includes its own review screen. It shows why each value was sent for review.
Does Reducto offer data residency in the EU?
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Yes. Reducto's pricing page lists data residency endpoints in the EU and Australia. They are on the Growth and Enterprise plans, not on Standard.
Map your process with us. Go live in the demo.
We look at how your team handles this work today. Then we put your first workflow live in the demo, on your own content and systems.