Rakenne – AI-driven document workflows for domain experts

Summary: Rakenne enables domain experts to create document workflows using plain markdown, which an AI agent executes to produce structured, validated outputs ready for export. It supports over 550 curated skills across legal, compliance, cybersecurity, and more, providing error detection beyond standard AI prompts.

What it does

Users define workflows in markdown specifying steps, sections, style rules, and validation criteria. An AI agent follows these workflows, asks clarifying questions, performs deterministic checks, and delivers structured documents exportable to formats like Word and PDF.

Who it's for

Rakenne targets lawyers, consultants, compliance officers, and professionals needing repeatable, validated document drafting processes without coding.

Why it matters

It addresses the lack of structured processes around AI document generation by combining domain-specific workflows with validation tools to reduce manual errors and improve output reliability.