Stipple review
A focused freemium toolkit for checking, extracting, and preparing mixed business documents.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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.
Stipple pros and cons
- 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
Stipple fact sheet, pricing and score →
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