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Rakenne

AI agent that drafts structured documents against 550+ domain skills, asks clarifying questions and self-repairs failed validations

freemiumFree: USD 0 with no credit card and no signup for the demo — 20 user-to-agent messages per trial session, 3 projects per month, access to the full 550+ skill library and community support. Professional is USD 19 per seat per month: unlimited projects, custom skills, DOCX and PDF export, bring-your-own-key, 15M standard tokens included and 10 GB workspace storage. Team is USD 9 per seat per month with a three-seat minimum and adds a shared skill library, project templates, org-level settings and priority support. Enterprise is custom-quoted with SSO/SAML, optional self-hosting, optional EU data residency, a dedicated CSM and a 99.5% SLA. On-demand tokens are billed at USD 2.00 per 1M for the first 5M, USD 1.50 for 5M-20M and USD 1.25 above 20M; extra storage is USD 2.50 per month per 10 GB. With your own key the platform fee is 25% of token volume for the first 5M, 20% for 5M-20M and 15% above.View full pricing →

About Rakenne

Rakenne is an AI document-workflow platform for regulated and structured output — AML compliance packs, contract reviews, safety data sheets, accreditation reports — where a generic model producing prose is the wrong shape of answer. The unit is a 'skill': a packaged document type carrying its required structure, its domain rules and its validation checks. Over 550 are shipped ready to use, and you can describe your own process in plain language rather than coding it. The agent then drafts against that skill, asks clarifying questions when an input is ambiguous instead of silently filling a gap, and runs automated checks against the produced document for compliance rules, structural requirements and cross-references, repairing the draft itself when a check fails. That validation step is the product's argument against both generic chat, which gives no structure guarantee, and rigid template tools, which give no flexibility. The interface is available in seven languages and there is a demo requiring no signup at all. Paid plans include a token allowance per seat and workspace storage, with progressive overage rates published as a table, and a bring-your-own-key option where you pay your own LLM provider directly plus a percentage platform fee. Enterprise adds SSO/SAML, optional self-hosting, optional EU data residency and a 99.5% SLA.

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Key Features

550+ prepackaged document skills carrying structure, rules and checks
Agent asks clarifying questions rather than filling ambiguous inputs
Automated validation that repairs the draft when a check fails
Bring-your-own-key with a published percentage platform fee
Seven UI languages and a demo that needs no signup

Tags

documentscomplianceai-agentsbyokworkflow
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