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