Research before writing
Gather evidence across existing docs and indexed repositories before producing a draft.
AI writing and editing
Create the draft. Keep the evidence.
Research across your documentation and code, draft useful write-ups, generate technical diagrams, and review AI-proposed edits before they land.
Research & write grounded
Document our authentication model end to end.
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Read existing docs3 sources
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Search repositoriesauth · sessions · policies
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Verify implementationReading callback routes…
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Draft cited documentQueued
AI-generated draft
Authentication model
Northwind uses Keyward for identity, with edge session refresh and tenant-scoped access controls.
01
services/gateway/auth-guard.ts02
db/policies/..._access_rules.sql01
Why it matters
Docpipe’s writing tools are built for internal documentation, where accuracy and context matter more than fluent filler. The assistant can work from the document, the wider knowledge base, and connected code sources.
Built around the outcome—not the AI.
Each capability is useful on its own. Together, they make documentation easier to create, trust, and reuse.
Improve in place
Fix grammar, sharpen wording, shorten, expand, or simplify selected content without leaving the editor.
Review granular changes
Inspect proposed updates block by block and approve only what belongs in the document.
Diagram technical ideas
Generate and refine Mermaid diagrams as part of the same documentation surface.
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How it works
A clear path from work to trusted knowledge.
No content graveyard. No magic black box. Each step has an understandable output and owner.
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Describe the outcome
Ask for a draft, investigation, rewrite, or diagram.
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Gather context
The assistant reads the relevant document, knowledge, or code sources.
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Review the result
Accept the draft or inspect proposed changes before applying them.
Product proof
Grounded draftingInline writing toolsReviewable suggestionsMermaid generationSource-aware research
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Common questions
What teams ask before they start.
Does the assistant overwrite the whole document?+
Document-edit workflows are designed to propose targeted operations so reviewers can understand what will change.
Can AI writing use other company documents?+
Yes. Grounded writing workflows can search across accessible knowledge, and code-aware research can use indexed GitHub repositories when connected.
Is AI Edit available to every workspace?+
Feature availability may depend on the workspace’s rollout configuration. Confirm current availability during setup.
Make the knowledge reusable
Turn what your team knows into documentation everyone can use.
Tell us about your team and we’ll confirm the right path to a Docpipe workspace.
Request access ↗