Atlassian + Confluence
Connect Atlassian Tools with Confluence to Keep Your Team's Knowledge Current
Automate documentation, sync project data, and keep your Confluence knowledge base up to date with tray.ai.
Why integrate Atlassian and Confluence?
Atlassian's suite of tools — Jira, Jira Service Management, Trello — generates a constant stream of project activity, decisions, and outcomes that teams depend on to stay aligned. Confluence is where that institutional knowledge is meant to live. But without automation, keeping Confluence pages in sync with live Jira issues, sprint results, and service desk activity means tedious manual effort that teams rarely have time for.
Automate & integrate Atlassian & Confluence
Use case
Automated Sprint Retrospective Documentation
At the close of every Jira sprint, tray.ai compiles completed issues, blockers, and velocity metrics and publishes a structured retrospective page in the designated Confluence space. Teams arrive at their retro meetings with documentation already prepared and linked to source tickets. No more Sunday-night scramble to pull together sprint summaries before Monday standups.
Use case
Incident Post-Mortem Page Creation
When a Jira Service Management incident is resolved and marked as closed, tray.ai creates a post-mortem Confluence page pre-populated with the incident timeline, affected services, assignee, and resolution notes. The page lands in the correct runbook or incident space and links back to the original Jira ticket. Engineering and SRE teams can focus on learning from incidents rather than formatting documents.
Use case
Release Notes Generation from Jira Fix Versions
When a Jira fix version is released, tray.ai queries all resolved issues tied to that version and generates a formatted release notes page in Confluence, organized by issue type — bugs, features, improvements. Product and engineering managers don't need to manually compile changelogs before each release. Stakeholders always find the latest release notes where they expect them.
Use case
Jira Epic and Project Overview Pages
When a new Jira epic or project is created, tray.ai generates a corresponding Confluence overview page with the epic's goal, linked stories, owner, and target timeline. As the epic progresses and child issues are updated, the Confluence page reflects the latest status. Stakeholders get a single place to understand project scope and progress without digging through Jira filters.
Use case
Knowledge Base Article Creation from Resolved Support Tickets
When a Jira Service Management ticket is resolved with a designated resolution tag, tray.ai extracts the issue summary, root cause, and resolution steps and drafts a new Confluence knowledge base article. Support teams build a self-service library as they resolve tickets, cutting repeat inquiries over time. Articles can be routed for review before publishing to ensure accuracy.
Use case
Team Meeting Notes and Action Item Sync
When action items are captured in Confluence meeting notes and tagged with Jira project keys, tray.ai creates corresponding Jira issues and links them back to the originating Confluence page. This closes the loop between decisions made in Confluence and execution tracked in Jira. Teams stop losing track of commitments made in meetings.
Use case
Automated Onboarding Documentation Updates
When a new team member is added to a Jira project or Atlassian group, tray.ai triggers a workflow that compiles relevant Confluence pages — team norms, runbooks, project overviews — into a personalized onboarding space or page collection. Every new joiner gets access to current, curated documentation from day one. Onboarding pages update automatically when source documents change.
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Atlassian & Confluence Challenges
What challenges are there when working with Atlassian & Confluence and how will using Tray.ai help?
Challenge
Keeping Confluence Pages in Sync with Rapidly Changing Jira Data
Jira issues, statuses, and sprint data change constantly throughout the day, and manually maintained Confluence pages go stale almost as soon as they're written. Teams end up with outdated project summaries and sprint trackers that stakeholders can't trust.
How Tray.ai Can Help:
tray.ai listens for Jira webhook events in real time and triggers Confluence page updates whenever issue fields change — status transitions, assignee changes, sprint completions. Pages stay current without any human intervention.
Challenge
Inconsistent Documentation Formats Across Teams
Different squads and project managers create Confluence pages in their own styles, making it hard to find, compare, or roll up information across teams. Post-mortems look different, release notes vary in structure, and retrospectives are stored in inconsistent locations.
How Tray.ai Can Help:
tray.ai uses standardized Confluence page templates as the output of every workflow, so every automated page has the same structure regardless of which team or project triggered it. Naming conventions, space locations, and page hierarchies are all defined in the workflow config.
Challenge
Bidirectional Linking Between Jira and Confluence
Jira issues often lack links to relevant Confluence documentation, and Confluence pages lose their connection to the Jira issues that drove them. Team members end up searching across both tools to reconstruct context, which slows down reviews and audits.
How Tray.ai Can Help:
tray.ai adds remote issue links in Jira pointing to the generated Confluence page and embeds the Jira issue key as a link within the Confluence page itself. Both systems are cross-referenced from the moment the workflow runs, so every artifact has full bidirectional traceability.
Challenge
Scaling Documentation Without Growing Headcount
As engineering and product teams grow, so does the volume of sprints, incidents, epics, and releases. But the expectation that someone will document each one doesn't scale. Documentation debt piles up fast, and catching up manually is rarely a priority.
How Tray.ai Can Help:
tray.ai workflows fire on every qualifying event, not just when someone remembers. Whether a team ships one release per quarter or ten per month, every release triggers the same workflow and produces the same quality of Confluence documentation.
Challenge
Permissions and Space Management Across Large Atlassian Instances
In enterprise Atlassian environments, Confluence spaces are organized by team, business unit, or product line, each with distinct permission sets. Automating page creation across multiple spaces while respecting access controls can be complex to set up and maintain.
How Tray.ai Can Help:
tray.ai's Confluence connector supports authenticated API calls using service accounts with appropriate space-level permissions. Workflow logic routes page creation to the correct space based on Jira project metadata, labels, or team attributes, so automation works within your existing governance model rather than around it.
Start using our pre-built Atlassian & Confluence templates today
Start from scratch or use one of our pre-built Atlassian & Confluence templates to quickly solve your most common use cases.
Atlassian & Confluence Templates
Find pre-built Atlassian & Confluence solutions for common use cases
Template
Jira Sprint Close → Confluence Retrospective Page
When a Jira sprint is completed, this template pulls all sprint issues, calculates completion metrics, and creates a structured retrospective page in Confluence with sections for what went well, blockers, and action items.
Steps:
- Trigger fires when a Jira sprint transitions to the 'Closed' state
- tray.ai queries all issues associated with the sprint, grouping by status and type
- A new Confluence page is created in the team's retrospective space using a standardized template populated with sprint data and linked issue keys
Connectors Used: Atlassian, Confluence
Template
Jira Service Management Incident Resolved → Post-Mortem Page
Automatically creates a Confluence post-mortem document when a Jira Service Management incident ticket is resolved, pre-filling the page with incident metadata, timeline, and resolution notes.
Steps:
- Trigger fires when a Jira Service Management issue of type 'Incident' is transitioned to 'Resolved'
- tray.ai retrieves incident details including summary, priority, affected components, assignee, and resolution description
- A post-mortem Confluence page is created in the incident runbook space and bidirectionally linked to the original Jira issue
Connectors Used: Atlassian, Confluence
Template
Jira Fix Version Released → Confluence Release Notes Page
Triggers when a Jira fix version is marked as released and compiles all associated resolved issues into a formatted Confluence release notes page organized by issue type.
Steps:
- Trigger fires when a Jira version is transitioned to 'Released'
- tray.ai fetches all resolved issues linked to that version and groups them by type: Bug, Story, Task, Improvement
- A formatted release notes Confluence page is created under the product's release history space with each issue listed and hyperlinked
Connectors Used: Atlassian, Confluence
Template
Jira Epic Created → Confluence Project Overview Page
When a new Jira epic is created, this template generates a linked Confluence project overview page with the epic's description, owner, timeline, and a live issue table populated from Jira.
Steps:
- Trigger fires when a new Jira epic is created in a specified project
- tray.ai extracts the epic's summary, description, assignee, target dates, and labels
- A Confluence overview page is created in the project's space with all metadata populated and a remote issue link added to the Jira epic
Connectors Used: Atlassian, Confluence
Template
Resolved JSM Ticket with Tag → Confluence Knowledge Base Draft
When a Jira Service Management ticket is resolved and tagged with a specified label, tray.ai creates a draft knowledge base article in Confluence pre-filled with the issue description and resolution for team review before publishing.
Steps:
- Trigger fires when a Jira Service Management ticket is resolved and contains the label 'kb-candidate'
- tray.ai extracts the ticket summary, description, root cause field, and resolution comment
- A draft Confluence knowledge base page is created in the support space and a Slack or email notification is sent to the knowledge base owner for review
Connectors Used: Atlassian, Confluence
Template
Confluence Action Item Tagged → Jira Issue Created
Monitors Confluence pages for action items tagged with Jira project keys and creates corresponding Jira issues, linking them back to the source Confluence page.
Steps:
- Trigger fires when a Confluence page is updated and contains a macro or label matching the action-item pattern with a Jira project key
- tray.ai parses the tagged action items, extracting title, assignee mention, and due date if present
- A Jira issue is created in the referenced project with a remote link back to the Confluence page section where the action item was recorded
Connectors Used: Confluence, Atlassian