Wisary

Overview

Wisary helps you write build-ready product specs for human teams and AI coding agents. It asks guided questions, ranked by importance, to surface assumptions and edge cases. Every AI suggestion appears as a diff you approve or reject, and Insights scores your document against quality metrics. One PRD can then become user journeys, tech plans, test plans, and launch plans. It suits PMs, product leaders, and builders shipping without a PM, on the web or inside Confluence.

Key Features

Guided questions (Ask): Wisary asks about assumptions and edge cases, ranked by importance. It starts from the context you've already given, so you only answer what's still open.
Reviewable AI diffs (Refine): Every AI suggestion shows up as a diff you can approve or reject. You can dismiss questions that don't apply, and you stay the author of the document.
Insights quality checks (Check): Your document is scored against quality metrics. Each open gap links straight to the section that needs work.
PRD translation (Ship): Turn one PRD into User Journeys, a Technical Plan, a Test Plan, a Launch Plan, an FAQ, and more. The parent PRD comes along as context automatically, so you don't have to explain it again.
Native Confluence app: Create, refine, and check documents inside Confluence, use existing Confluence pages as context, and publish finished docs as Confluence pages.
Markdown export for AI coding tools: Download the finished spec as structured Markdown that you can drop into a coding AI such as Claude Code, or export it to Notion.
Custom templates and organization data sources: Team and Confluence Advanced customers can add their own templates. They can also add org- or industry-specific knowledge, such as past PRDs and product docs, which the AI then uses as context.

Pros

You stay in control of the document: Since every AI edit arrives as an approve-or-reject diff, the spec never changes without your say.
Finds gaps before handoff: Ranked questions and Insights scoring show you missing decisions and edge cases before engineers or AI agents start building.
One spec, many documents: You can create tech plans, test plans, user journeys, and launch plans from the PRD without rewriting the context.
Built for AI-first development: Structured Markdown export gives coding agents like Claude Code a clear, complete spec to work from.
Fits where your team already writes: You can use the Confluence app or the web app with Notion import and export, so you don't need to move your docs.
Low-risk trial: Your first eight documents in the web app are free, and every Confluence edition comes with a 30-day free trial.

Cons

Team plan has a 10-seat minimum: Shared workspaces, custom templates, and org data sources need at least 10 seats on the web app. Smaller teams have to contact sales for a custom plan.
Features differ between web and Confluence apps: Notion sync, Markdown export, file uploads, and AI-chat imports are web-only. Confluence publishing and Confluence pages as context are Confluence-only. Your toolset depends on which app you choose.

Use Cases

Handing specs to AI coding agents: A solo builder works through Wisary's guided questions to settle edge cases, then exports structured Markdown into Claude Code. The agent gets a complete spec instead of a vague prompt.
Standardizing PRDs across squads: Product leaders use custom templates and organization data sources on eligible plans to give teams a shared document format and consistent company context.
Coaching junior PMs: Junior PMs draft PRDs with Wisary's ranked questions and Insights scores. They learn which decisions and edge cases a strong spec needs, and the lead reviews a more complete first draft.
Remote product teams: Product managers prepare structured specs and publish them to Confluence or Notion, giving distributed engineers a shared reference for requirements and reducing avoidable clarification rounds.
Turning a PRD into delivery docs: After the PRD is approved, a PM creates a Technical Plan, Test Plan, and Launch Plan from it. The context carries over automatically, so each document stays aligned with the original spec.
Shipping without a PM: Engineers and designers who own the product themselves use Wisary to structure ideas, including context from their ChatGPT or Claude explorations, into a build-ready spec.

Frequently Asked Questions

What is Wisary?

Wisary is an AI tool for writing build-ready product specs for human teams and AI coding agents. It asks guided questions, shows AI suggestions as reviewable diffs, and checks documents against quality metrics before handoff.

How much does Wisary cost?

The web app's Individual plan costs $19 per seat per month. The Team plan costs $19 per seat per month, or $16 per seat per month with annual billing, and requires a minimum of 10 seats. Smaller teams can contact Wisary about custom pricing. Wisary for Confluence starts at $3 per user per month for Standard and $19 per month for Advanced, with custom Enterprise pricing.

Is there a free trial?

Yes. In the web app, your first eight documents are free, and you aren't charged unless you choose a paid plan. The Confluence app offers a 30-day free trial of every edition through the Atlassian Marketplace.

What documents can Wisary create from a PRD?

Wisary can turn a PRD into related documents, including user stories, user journeys, technical plans, test plans, launch plans, FAQs, and release notes. It guides users through the process and uses the original requirements as context for the new document.

Which tools does Wisary integrate with?

Wisary runs natively in Confluence and can publish documents as Confluence pages. The web app imports from and exports to Notion, exports structured Markdown for coding AIs like Claude Code, and imports ChatGPT and Claude conversations and Claude Design build specs. Both apps support Copy Document for pasting anywhere else.

What's the difference between the web app and the Confluence app?

Both include guided creation and refinement, AI diffs, Insights, PRD translation, and document import. The web app adds Notion, Markdown export, file uploads, notes, and AI-chat imports. The Confluence app adds Confluence pages as context and publishing to Confluence.

Does Wisary write the whole document for me?

Wisary helps draft and refine documents, but it does not remove the need for human input. It asks questions about missing requirements and presents suggested edits as diffs that you can approve or reject. You remain in control of the final document.