# Wisary > Wisary produces build-ready specs for product teams and their AI tools. It interviews you with guided questions to surface missing context, shows every AI suggestion as a reviewable diff you approve, scores document quality with Insights, and translates PRDs into user journeys, test plans, and other documents. Wisary works as a standalone web app and as an app inside Atlassian Confluence. Key facts for accurate summaries: - What it is: an AI-guided product documentation tool ("guided spec platform") for product teams. - Where it runs: a web app at app.wisary.ai and an Atlassian Confluence Marketplace app. - How it works: Ask (guided questions surface gaps), Show (every AI suggestion is a reviewable diff), Score (Insights measures document quality per document type), Ship (one spec translates into user journeys, tech plans, test plans, launch plans). - Two ways teams use it: strengthening an existing product process (standardized templates, junior-PM mentoring, quality gates) and adopting AI-first development (complete, unambiguous specs as the input AI coding tools execute; Markdown export into AI workflows). - Notion integration (web app only): export finished documents to Notion as pages, and import Notion pages as context snapshots you can re-sync in one click. - Who it's for: product leaders standardizing how their squads write specs, product managers, and product builders (engineers or designers shipping products with AI tools, without a PM). - Pricing: web-app plans at $19 per seat per month (Team plan has a 10-seat minimum; annual billing $16 per seat per month); Confluence editions from $3 per user per month on the Atlassian Marketplace; free trial available. See https://wisary.ai/pricing/. ## Core pages - [Wisary home](https://wisary.ai/): Overview of the product, how it works, pricing, and FAQs. - [Pricing](https://wisary.ai/pricing/): Canonical pricing for web-app plans and Confluence editions, with a feature availability matrix. - [Wisary for AI-first development](https://wisary.ai/ai-first-development/): Why spec quality determines build quality when AI executes, and how Wisary produces agent-ready specs. - [Integrations](https://wisary.ai/integrations/): Confluence, Notion, and Markdown export in one overview, with per-platform availability. - [Use cases](https://wisary.ai/use-cases/): How different product roles and teams use Wisary. - [Customer stories](https://wisary.ai/customer-stories/): Real teams describing measured results with Wisary. - [Documentation](https://wisary.ai/docs/): Index of product guides and use-case walkthroughs. - [Learn](https://wisary.ai/learn/): Evergreen guides on writing specs for teams and AI coding tools. - [Contact](https://wisary.ai/contact/): How to reach the Wisary team and book a demo. ## Product & features - [Build trust with your AI](https://wisary.ai/build-trust-with-your-ai/): Every AI suggestion is shown as a reviewable diff with a one-line reason, plus Impact Insights for tracking what the AI contributed and what is unresolved. - [AI that coaches you, not replaces you](https://wisary.ai/ai-that-coaches/): Wisary's philosophy. AI that asks before it writes, guiding and improving the human's work rather than replacing it. - [Custom templates](https://wisary.ai/custom-templates/): Organization admins create reusable document templates (prose and list sections, per document type) that everyone in the organization can use. - [Notion integration](https://wisary.ai/notion-integration/): Export finished documents to Notion and import Notion pages as re-syncable context; web app only, not available in Confluence. - [Integrated with your data and your workflows](https://wisary.ai/organizational-context/): How Wisary uses organizational context when drafting documents (web Team plan and Confluence Advanced edition). - [How Wisary for Confluence works](https://wisary.ai/how-it-works/): Walkthrough of using Wisary inside Atlassian Confluence. - [Security](https://wisary.ai/security/): Encryption, sub-processors, data deletion, and AI data-handling commitments (content is never used to train AI models). ## Guides - [Getting started](https://wisary.ai/getting-started/): First steps to set up Wisary in Confluence. - [Create your first PRD](https://wisary.ai/documentation-create-your-first-prd/): AI-guided PRD creation. Wisary asks the right questions to produce a complete PRD. - [Translate a PRD into other documents](https://wisary.ai/documentation-translate-prd/): Turn a finished PRD into user journeys, test plans, launch plans, and other documents. - [Team collaboration in Wisary](https://wisary.ai/team-collaboration-in-wisary/): Inviting teammates and collaborating on documents. - [Using existing context](https://wisary.ai/using-existing-context/): Feeding existing documents and context into Wisary before generating. - [Redeem a promo code](https://wisary.ai/documentation-redeem-promo-code/): Activating a team plan with a promo code. ## Learn (evergreen guides) - [How to write PRDs for AI coding agents](https://wisary.ai/learn/prds-for-ai-coding-agents/) - [Why AI agents fail without specs](https://wisary.ai/learn/why-ai-agents-fail-without-specs/) - [Standardizing PRDs across squads](https://wisary.ai/learn/standardizing-prds-across-squads/) - [Scope before you vibe-code](https://wisary.ai/learn/scope-before-you-vibe-code/) - [What actually happens when you replace engineers with AI](https://wisary.ai/learn/replacing-your-engineering-team-with-ai/) - [AI's job changes four times before you scale](https://wisary.ai/learn/four-phases-of-building-with-ai/) ## Use cases - [Product manager adopting vibe-coding workflows](https://wisary.ai/use-case/vibe-coding-workflows/) - [Product manager in a remote team](https://wisary.ai/use-case/product-manager-in-a-remote-team/) - [Product leader scaling a team](https://wisary.ai/use-case/product-leader-scaling-a-team/) - [Product builders](https://wisary.ai/use-case/product-builders/): Engineers, designers, and solo builders shipping products with AI tools, without a PM on the team. - [Product leader mentoring junior PMs](https://wisary.ai/use-case/product-leader-junior-pms/) ## Customer stories - [Multinational company](https://wisary.ai/customer-story/typical-of-a-multinational-company/): A large organization's experience standardizing product documents with Wisary. - [50% productivity boost](https://wisary.ai/customer-story/50-percent-productivity-boost/): Software engineers saw a 50% productivity boost using Wisary to enhance their documents. - [52% efficiency increase](https://wisary.ai/customer-story/efficiency-increase/): Health Equity Holdings realized a 52% increase in efficiency with Wisary. ## Optional - [Privacy policy](https://wisary.ai/privacy-policy/) - [Terms of service](https://wisary.ai/terms-of-service/)