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Stipple

Freemium#22 of 27 in AI Document Processing SoftwareAI Fact-Checking Tools

Stipple: A focused freemium toolkit for checking, extracting, and preparing mixed business documents. Ranked #22 of 27 in AI Document Processing Software by our editors (7.1/10); pricing: Free plan; best for teams verifying mixed business documents.

7.1/10Editor score

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At a glance

Editor score
7.1 / 10
Pricing
Free plan
Best for
Teams verifying mixed business documents
Free plan
Yes
Paid from
A$199 one-time
Facts checked
20 Sep 2026

Where it wins
- Free document checkers, tender search, REST API, and MCP access
- Extracts fields and tables across invoices, contracts, and financial documents
- Adds classification, citations, forensic checks, completeness, and PII redaction
Where it doesn't
- The paid tier focuses on preparing one tender rather than a broad subscription
- Free tools and API access have weekly usage limits
- Its strongest workflow is tender and evidence processing, not general document automation

Our verdict on Stipple

Stipple is an Australian document and evidence-processing service for suppliers, consultants, sole traders, and small businesses. It combines structured field extraction, table extraction, automatic classification, document checkers, citation verification, and evidence-focused review tools. Supported templates include invoices, bank statements, receipts, payslips, and contracts. The service is available through the web, REST API, and hosted MCP server, making it relevant to teams that need both document review tools and programmatic access.

Its pricing is organized around free tools and a one-time tender-preparation purchase. The Free tools plan includes document checkers, tender search and matching, REST API access, and an MCP connector. According to the published plan details, these free tools and API access have weekly usage limits. Prepare one tender costs AUD 199 one time and adds a requirement list with page references, a gap list, a draft for every requirement, unlimited rewrites, and Word export. This structure suits occasional tender work more closely than teams seeking a monthly document-processing subscription.

Stipple’s strongest distinction is the breadth of verification features around mixed business documents. Alongside extraction and classification, it supports document forensic inspection for tampering signals and arithmetic reconciliation, citation and source verification, document-pack completeness checking, PII redaction, document-layout extraction, and AI-text detection. Native-PDF and vision-based processing are available for tables, while REST API and MCP access support integration into wider workflows. Choose Stipple when tender preparation, evidence checking, and mixed document validation are central requirements. Teams wanting a general-purpose document automation platform or unrestricted recurring usage should consider a different fit.

Your product? Our editors can test Stipple in depth and publish a review, labelled as paid · from $149/mo →

Stipple pricing

Plans Free planFreemium A usable free plan; paid tiers unlock the limits above. Prices checked 20 Sep 2026.

See plans on stipple.sh

All 2 Stipple plans and prices →

Stipple fact sheet

Free plan	Yes
Paid from	A$199 one-time
Document types	Mixed
Document classification	Yes
Data validation	Yes
Workflow routing	Not verified
API access	Yes
Included pages	Not verified
Money-back guarantee	30 days
Deployment	Cloud
Platforms	Web
Support	Docs
Built for	Solo, Small business (editorial estimate)
Integrations	2 integrations: REST API, MCP
Pricing	Free plan (source)
Website	stipple.sh
Facts checked	20 Sep 2026

Stipple integrations

Stipple lists 2 integrations on its own site.

REST API
MCP

Alternatives to Stipple

See all Stipple alternatives →

Also Ranked In

Stipple is ranked in 2 of our directories.

#19AI Fact-Checking Tools21 tools ranked

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The editor score above is our own research. What this page doesn't have yet is a reader's view — what you used Stipple for, what worked and what didn't. No stars are seeded and no review is paid for; an editor reads every one before it appears.

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Featured on iTechGuides

Stipple is listed in our AI Document Processing Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update