Showcase


Products
Atlassian, product by product →Atlassian ships more than one product — each judged line competes in its own arena on the same stories as everyone else.
| Line | Arena | Rank | PA Score | Agent-ready |
|---|---|---|---|---|
| Jirathis page | Project Management | #6/6 | 19/100 | 24/100 |
| Bitbucket | Code Hosting | #4/4 | 14/100 | 19/100 |
Not yet judged (4 — no arena where they compete): Confluence · Trello · Jira Service Management · Rovo
Verified integrations
Connections to other tracked products — hover a chip for the verbatim evidence quote behind it.
By theme — the product's score on each story themeBy theme
Agenticness — how well agents can access and operate the productAgenticnessevidence →
How well agents can access and operate the product
Automation depth — how much of the product can run unattendedAutomation depthevidence →
How much of the product can run unattended
Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflowsevidence →
Building automations — triggers, actions, branching, scheduling
Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaborationevidence →
Working as a team — sharing, comments, roles, simultaneous editing
Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrationsevidence →
Connecting to other tools — breadth and depth of built-in integrations
Onboarding — getting started and time-to-first-value storiesOnboardingevidence →
Getting started and time-to-first-value stories
Openness — open source, data portability, and self-hosting storiesOpennessevidence →
Open source, data portability, and self-hosting stories
Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning trackingevidence →
Planning and tracking work — issues, sprints, boards, status
Privacy posture — data-handling and privacy storiesPrivacy postureevidence →
Data-handling and privacy stories
Reporting insights — stories about reporting insights in this arenaReporting insightsevidence →
Stories about reporting insights in this arena
Security — security posture and hardening storiesSecurityevidence →
Security posture and hardening stories
Story verdicts — every judged story with its evidenceStory verdicts
Follow the green: where the map greys out is where Jira stops today. ✓ full · ~ partial · ! disputed · — none · n/a not applicable.
Agenticness — how well agents can access and operate the productAgenticness
How well agents can access and operate the product
API surface
Drive the product through a documented public API
✓7/10
unlocks → Webhooks · Scoped API keys · Machine-readable spec · Versioning policy · API sandbox · Official CLI · Full data export · Build and configure my own custom AI agent within the product · The documented API rate limits and concurrency caps before building automation at scale · See my assigned tasks from multiple project management tools in one unified view · Build custom views and dashboard widgets that feel native to the product
Subscribe to events via webhooks
—–
Build against official SDKs
~3/10
Issue scoped/least-privilege API credentials for an agent
—–
Connect an agent via an official MCP server
✓7/10
Download a machine-readable API spec (OpenAPI or equivalent)
—0/10
Rely on versioned APIs with a documented deprecation policy
—0/10
Test against a sandbox environment without touching production data
—–
Explore an interactive API reference with runnable examples
—0/10
Docs for agents
Point an agent at llms.txt or agent-oriented docs
—0/10
Agentic features
Delegate tasks to a built-in AI assistant inside the product
~6/10
unlocks → MCP client
Operate the product with natural-language commands
~5/10
Plug MCP servers into this product so it can use their tools
—0/10
Get AI-generated insights and suggestions from my data inside the product
~5/10
Set up automations that run autonomously in the background
~5/10
Agent access
Agentic features
The documented API rate limits and concurrency caps before building automation at scale
—0/10
Automation depth — how much of the product can run unattendedAutomation depth
How much of the product can run unattended
Automation depth
Define rules that trigger actions automatically on events
✓6/10
unlocks → Versioned workflows · Have my in-app AI assistant learn my tone, shorthand, and preferences to tailor its output · Auto-generate a changelog for each release so shipping progress is easy to review · What happens—extra charges, throttling, or a hard stop—when I exceed my plan's automation or API call limits
Schedule recurring jobs or workflows
~4/10
unlocks → Versioned workflows
Perform bulk operations across many items at once
~6/10
Version, review, and roll back my automations
—0/10
Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows
Building automations — triggers, actions, branching, scheduling
Ai task automation
Workflow automation
Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration
Working as a team — sharing, comments, roles, simultaneous editing
Keep project status updated from my design tool without switching apps
~4/10
Create and organize shared docs and notes alongside my project work
—0/10
Comment directly on specific text or images within an item's description
—–
See teammates' changes reflected instantly across open sessions without refreshing
—0/10
Chat with my team directly inside the same tool I plan work in
—0/10
Collaborate visually with my team on a shared whiteboard
—–
Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations
Connecting to other tools — breadth and depth of built-in integrations
Onboarding — getting started and time-to-first-value storiesOnboarding
Getting started and time-to-first-value stories
Openness — open source, data portability, and self-hosting storiesOpenness
Open source, data portability, and self-hosting stories
Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking
Planning and tracking work — issues, sprints, boards, status
Privacy posture — data-handling and privacy storiesPrivacy posture
Data-handling and privacy stories
Reporting insights — stories about reporting insights in this arenaReporting insights
Stories about reporting insights in this arena
Ai insights
Security — security posture and hardening storiesSecurity
Security posture and hardening stories
Access control
Sorted by importance (agentic first) (high → low) · 83/83 stories · click a row’s chevron for the rationale and evidence
Connect an agent via an official MCP server G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 7/10 | Tprobed | |
Drive the product through a documented public API G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | full | 7/10 | Tprobed | |
Delegate tasks to a built-in AI assistant inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | partial | 6/10 | Cclaimed | |
Plug MCP servers into this product so it can use their tools G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 3 | none | 0/10 | ||
Get AI-generated insights and suggestions from my data inside the product G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Cclaimed | |
Operate the product with natural-language commands G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Tprobed | |
Set up automations that run autonomously in the background G Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 5/10 | Cclaimed | |
Run the product headlessly / in CI for automation G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 4/10 | Tprobed | |
Build against official SDKs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | partial | 3/10 | Tprobed | |
Build and configure my own custom AI agent within the product C Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Download a machine-readable API spec (OpenAPI or equivalent) G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Explore an interactive API reference with runnable examples G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Point an agent at llms.txt or agent-oriented docs G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Rely on versioned APIs with a documented deprecation policy G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
The documented API rate limits and concurrency caps before building automation at scale G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | 0/10 | ||
Have a coding agent auto-detect and install the toolchains and dependencies it needs for a task P Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Have AI break a code diff into focused sections with explanations of what changed and why P Agentic features | engineer | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Have an agent verify its own implementation by navigating the app and capturing before-and-after screenshots P Agentic features | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Issue scoped/least-privilege API credentials for an agent G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Restore an AI coding agent's session to any previous checkpoint in its version history P Agentic features | engineer | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Review AI agent code changes and comment on specific lines from a mobile app, then have the agent iterate P Agent access | engineer | Agenticness — how well agents can access and operate the productAgenticness | 2 | n/a | untested | none yet | |
Subscribe to events via webhooks G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Use an official CLI G Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 2 | none | untested | none yet | |
Hand off work between tools or agents without losing context or information C Agent access | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | partial | 5/10 | Tprobed | |
Test against a sandbox environment without touching production data G Api quality | ai-native user | Agenticness — how well agents can access and operate the productAgenticness | 1 | none | untested | none yet | |
Create tasks and assign them to teammates with due dates C Task management | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 3 | full | 7/10 | Xcommunity | |
Build trigger-and-action automation rules to eliminate repetitive manual steps C Workflow automation | engineer | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 3 | partial | 6/10 | Cclaimed | |
Define rules that trigger actions automatically on events G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 3 | full | 6/10 | Cclaimed | |
Secure organization access with SSO and SAML G Access control | engineer | Security — security posture and hardening storiesSecurity | 3 | partial | 5/10 | Cclaimed | |
Break work into subtasks and link dependent tasks so blocking order is clear C Task management | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 3 | partial | 4/10 | Cclaimed | |
Self-host the core product G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | partial | 3/10 | Xcommunity | |
Create and organize shared docs and notes alongside my project work C Docs knowledge | product manager | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 3 | none | 0/10 | ||
Export all of my data in open formats and leave G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 3 | none | 0/10 | ||
See teammates' changes reflected instantly across open sessions without refreshing C Real time sync | engineer | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 3 | none | 0/10 | ||
Prevent my data from being used to train AI models G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 3 | none | untested | none yet | |
That exporting my workspace preserves full history—comments, attachments, and audit trails—not just task titles C Getting started | product manager | Onboarding — getting started and time-to-first-value storiesOnboarding | 3 | none | untested | none yet | |
The vendor's published uptime SLA and can check real-time incident status via a public status page G Trust reliability | product manager | Security — security posture and hardening storiesSecurity | 3 | none | untested | none yet | |
What happens—extra charges, throttling, or a hard stop—when I exceed my plan's automation or API call limits G Workflow automation | ai-native user | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 3 | none | untested | none yet | |
Whether my plan enforces a minimum seat count or annual billing commitment before I subscribe G Pricing transparency | product manager | Onboarding — getting started and time-to-first-value storiesOnboarding | 3 | none | untested | none yet | |
Connect my workspace to thousands of third-party tools via an app marketplace C App ecosystem | product manager | Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations | 2 | full | 8/10 | Cclaimed | |
Switch between board, list, calendar, and timeline views of the same work C Views organization | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | full | 8/10 | Cclaimed | |
Customize fields and workflow statuses to match my team's process C Task management | product manager | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | partial | 7/10 | Xcommunity | |
Jumpstart a new project using pre-built templates C Getting started | product manager | Onboarding — getting started and time-to-first-value storiesOnboarding | 2 | full | 7/10 | Cclaimed | |
Plan and manage sprints for agile software development C Task management | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | partial | 7/10 | Xcommunity | |
Track initiatives with status, priority, and an owning team C Task management | product manager | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | full | 7/10 | Xcommunity | |
Build dashboards and widgets to report on project progress C Dashboards | product manager | Reporting insights — stories about reporting insights in this arenaReporting insights | 2 | partial | 6/10 | Cclaimed | |
Build multi-step automations without writing code C Workflow automation | product manager | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 2 | full | 6/10 | Cclaimed | |
Connect common tools like Slack, GitHub, and Google Drive natively C App ecosystem | engineer | Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations | 2 | partial | 6/10 | Cclaimed | |
Perform bulk operations across many items at once G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | partial | 6/10 | Tprobed | |
Track cross-team dependencies to coordinate large launches C Task management | product manager | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | partial | 6/10 | Xcommunity | |
Keep tasks bi-directionally synced with my code repository's issue tracker instead of duplicating data C App ecosystem | engineer | Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations | 2 | partial | 5/10 | Cclaimed | |
Roll up progress across multiple projects into a single portfolio view C Dashboards | product manager | Reporting insights — stories about reporting insights in this arenaReporting insights | 2 | partial | 5/10 | Cclaimed | |
Assign granular permissions and roles to control who can view or edit work G Access control | product manager | Security — security posture and hardening storiesSecurity | 2 | partial | 4/10 | Cclaimed | |
Create a workflow that runs on a schedule or recurring event to handle routine team work C Workflow automation | engineer | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 2 | partial | 4/10 | Cclaimed | |
Do everything through the API that I can do in the UI G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | partial | 4/10 | Tprobed | |
Have AI automatically triage and prioritize incoming bugs and tasks C Ai task automation | ai-native user | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 2 | partial | 4/10 | Cclaimed | |
Keep project status updated from my design tool without switching apps C Cross tool sync | designer | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 2 | partial | 4/10 | Xcommunity | |
Save a filtered view of work and share it with a link C Views organization | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | partial | 4/10 | Xcommunity | |
Schedule recurring jobs or workflows G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 2 | partial | 4/10 | Cclaimed | |
Have AI draft a project or initiative status update from recent activity C Ai insights | ai-native user | Reporting insights — stories about reporting insights in this arenaReporting insights | 2 | partial | 3/10 | Cclaimed | |
Search across all tasks, docs, and comments and get fast, accurate results C Views organization | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | partial | 3/10 | Xcommunity | |
Ask AI a question and get an instant answer with citations from my workspace content C Ai insights | ai-native user | Reporting insights — stories about reporting insights in this arenaReporting insights | 2 | none | 0/10 | ||
Chat with my team directly inside the same tool I plan work in C Team chat | engineer | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 2 | none | 0/10 | ||
How the product performs and whether item caps apply in workspaces with tens of thousands of tasks C Views organization | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | none | 0/10 | ||
See my assigned tasks from multiple project management tools in one unified view C App ecosystem | engineer | Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations | 2 | none | 0/10 | ||
Choose where my data is stored (region/residency) G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Collaborate visually with my team on a shared whiteboard C Visual collaboration | designer | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 2 | none | untested | none yet | |
Comment directly on specific text or images within an item's description C In context discussion | engineer | Collaboration — working as a team — sharing, comments, roles, simultaneous editingCollaboration | 2 | none | untested | none yet | |
Control data retention and deletion G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Import my data from another tool when switching over G Getting started | product manager | Onboarding — getting started and time-to-first-value storiesOnboarding | 2 | none | untested | none yet | |
Log time directly against tasks and projects C Task management | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | none | untested | none yet | |
Manage my tasks from a full-featured native mobile app without missing desktop functionality C Mobile access | engineer | Planning tracking — planning and tracking work — issues, sprints, boards, statusPlanning tracking | 2 | none | untested | none yet | |
Opt out of telemetry and usage tracking G | ai-native user | Privacy posture — data-handling and privacy storiesPrivacy posture | 2 | none | untested | none yet | |
Read the product's source under an open license G | ai-native user | Openness — open source, data portability, and self-hosting storiesOpenness | 2 | none | untested | none yet | |
Require AI-authored commits to be cryptographically signed with my SSH or GPG key P Access control | engineer | Security — security posture and hardening storiesSecurity | 2 | n/a | untested | none yet | |
Review an admin audit log of actions taken across the workspace G Access control | product manager | Security — security posture and hardening storiesSecurity | 2 | none | untested | none yet | |
The vendor's documented support response times for each plan tier G Trust reliability | product manager | Security — security posture and hardening storiesSecurity | 2 | none | untested | none yet | |
Build custom views and dashboard widgets that feel native to the product C Extensibility | designer | Integrations — connecting to other tools — breadth and depth of built-in integrationsIntegrations | 1 | none | 0/10 | ||
Version, review, and roll back my automations G | ai-native user | Automation depth — how much of the product can run unattendedAutomation depth | 1 | none | 0/10 | ||
Auto-generate a changelog for each release so shipping progress is easy to review C Workflow automation | engineer | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 1 | none | untested | none yet | |
Create private sub-teams restricted to specific members C Access control | product manager | Security — security posture and hardening storiesSecurity | 1 | none | untested | none yet | |
Follow a guided walkthrough to set up my workspace the first time C Getting started | engineer | Onboarding — getting started and time-to-first-value storiesOnboarding | 1 | none | untested | none yet | |
Have my in-app AI assistant learn my tone, shorthand, and preferences to tailor its output C Ai task automation | ai-native user | Automation workflows — building automations — triggers, actions, branching, schedulingAutomation workflows | 1 | none | untested | none yet |
Opportunities — the stories that would move this product's scores, from its own judged verdictsOpportunitiestop 8 of 68 stories with headroom
What would move Jira’s scores — derived from its own judged verdicts, biggest headroom first. Each line quotes what the judge found missing; shipping it (or evidencing it publicly) is the fix.
Agenticness — how well agents can access and operate the productPlug MCP servers into this product so it can use their tools
nonemoves agent-readyimpact 45
The evidence pack only shows Jira/Atlassian exposing an official MCP server (jira-probe-3), which is the reverse capability (Jira's tools being consumed by other agents), not Jira itself acting as an MCP client that plugs in external MCP servers to use their tools.
Onboarding — getting started and time-to-first-value storiesThat exporting my workspace preserves full history—comments, attachments, and audit trails—not just task titles
nonemoves PA Scoreimpact 30
No evidence in the pack addresses export/backup functionality, or preservation of comments, attachments, or audit trails during export; all citations concern features, integrations, and general community sentiment unrelated to export fidelity.
Openness — open source, data portability, and self-hosting storiesExport all of my data in open formats and leave
nonemoves PA Scoreimpact 30
Missing: documented full-account/data export tool, explicit open-format export (CSV/XML/JSON), data portability/backup guarantees, and any community confirmation of successful full export and migration.
Privacy posture — data-handling and privacy storiesPrevent my data from being used to train AI models
nonemoves PA Scoreimpact 30
No evidence pack item addresses AI-training data opt-out or data-use controls for Rovo AI or Jira content; all citations concern features, integrations, or general community sentiment unrelated to AI training data policy.
Security — security posture and hardening storiesThe vendor's published uptime SLA and can check real-time incident status via a public status page
nonemoves PA Scoreimpact 30
No evidence pack items mention an uptime SLA or a public status page for Jira/Atlassian; all citations relate to features, integrations, or community sentiment on usability.
Collaboration — working as a team — sharing, comments, roles, simultaneous editingSee teammates' changes reflected instantly across open sessions without refreshing
nonemoves PA Scoreimpact 30
No vendor documentation or community evidence describes live/real-time propagation of teammate changes without a manual refresh; the feature pages focus on views, workflows, and integrations, not real-time sync.
Onboarding — getting started and time-to-first-value storiesWhether my plan enforces a minimum seat count or annual billing commitment before I subscribe
nonemoves PA Scoreimpact 30
No evidence in the pack addresses Jira's pricing plans, seat minimums, or annual billing commitments; all citations concern features, integrations, and general community sentiment.
Collaboration — working as a team — sharing, comments, roles, simultaneous editingCreate and organize shared docs and notes alongside my project work
nonemoves PA Scoreimpact 30
The evidence pack shows Jira as an issue/work tracker with customizable workflows, boards, and integrations, but contains no mention of a native shared docs/notes feature within Jira itself; the only related reference is community complaint about Confluence-Jira ticket creation breaking, which is not a documented docs capability.
Showing the top 8 of 68 — every none/partial verdict in the story verdicts table is headroom.
Think a verdict is wrong? Every verdicts-table row has a Flag link — see the methodology.
Coverage map — which docs area, API section, or community source covers which judged storiesCoverage map5 surfaces · 37 covered stories
Where the cited evidence behind each covered verdict came from — the same citations the verdicts table shows, no extra judging.
Software docs33 stories
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Hand off work between tools or agents without losing context or information
- Get AI-generated insights and suggestions from my data inside the product
- Set up automations that run autonomously in the background
- Delegate tasks to a built-in AI assistant inside the product
- Operate the product with natural-language commands
- Perform bulk operations across many items at once
- Define rules that trigger actions automatically on events
- Schedule recurring jobs or workflows
- Have AI automatically triage and prioritize incoming bugs and tasks
- Build multi-step automations without writing code
- Build trigger-and-action automation rules to eliminate repetitive manual steps
- Create a workflow that runs on a schedule or recurring event to handle routine team work
- Keep project status updated from my design tool without switching apps
- Keep tasks bi-directionally synced with my code repository's issue tracker instead of duplicating data
- Connect common tools like Slack, GitHub, and Google Drive natively
- Connect my workspace to thousands of third-party tools via an app marketplace
- Jumpstart a new project using pre-built templates
- Do everything through the API that I can do in the UI
- Track cross-team dependencies to coordinate large launches
- Customize fields and workflow statuses to match my team's process
- Track initiatives with status, priority, and an owning team
- Plan and manage sprints for agile software development
- Create tasks and assign them to teammates with due dates
- Break work into subtasks and link dependent tasks so blocking order is clear
- Switch between board, list, calendar, and timeline views of the same work
- Have AI draft a project or initiative status update from recent activity
- Build dashboards and widgets to report on project progress
- Roll up progress across multiple projects into a single portfolio view
- Assign granular permissions and roles to control who can view or edit work
- Secure organization access with SSO and SAML
Hacker News15 stories
- Run the product headlessly / in CI for automation
- Drive the product through a documented public API
- Build against official SDKs
- Hand off work between tools or agents without losing context or information
- Perform bulk operations across many items at once
- Keep project status updated from my design tool without switching apps
- Do everything through the API that I can do in the UI
- Self-host the core product
- Track cross-team dependencies to coordinate large launches
- Customize fields and workflow statuses to match my team's process
- Track initiatives with status, priority, and an owning team
- Plan and manage sprints for agile software development
- Create tasks and assign them to teammates with due dates
- Save a filtered view of work and share it with a link
- Search across all tasks, docs, and comments and get fast, accurate results
OpenAPI spec5 stories
GitHub README3 stories
Claims vs evidence — vendor claims reconciled against independent verdictsClaims vs evidence
4 of 14 testable claims verified · 0 contradicted → integrity 29/100
16 distinct capability claims found in Jira’s own claimed-docs/GitHub materials, reconciled against our judge’s independent verdicts.
4
Verified
10
Unverified
0
Contradicted
23
Undersold
Verified (4)
“Provides rich APIs for interacting with the product programmatically”
Drive the product through a documented public APIfullproof ↗
“AI-assisted tracking of work progress from tools like Slack, Figma, and Gmail”
Keep project status updated from my design tool without switching appspartialproof ↗
“Customizable fields and workflows to match team processes”
Customize fields and workflow statuses to match my team's processpartialproof ↗
“Connects engineering, product, and marketing work to coordinate large launches”
Track cross-team dependencies to coordinate large launchespartialproof ↗
Unverified (11)
“AI-assisted tracking of work progress from tools like Slack, Figma, and Gmail”
Connect common tools like Slack, GitHub, and Google Drive nativelypartialproof ↗
“Rovo AI can build custom automations like reminders and rules that advance work”
Define rules that trigger actions automatically on eventsfullproof ↗
“Pre-built, customizable templates for various project types”
Jumpstart a new project using pre-built templatesfullproof ↗
“Access to 3000+ third-party integrations via the Atlassian Marketplace”
Connect my workspace to thousands of third-party tools via an app marketplacefullproof ↗
“Supports SAML and SSO for organization login security”
“Tracks engineering metrics like cycle time, burn down charts, and capacity”
Build dashboards and widgets to report on project progresspartialproof ↗
“Rovo AI breaks big ideas into tasks and auto-assigns them to the right person”
Have AI automatically triage and prioritize incoming bugs and taskspartialproof ↗
“Multiple views to track work: boards, lists, timeline, calendars”
Switch between board, list, calendar, and timeline views of the same workfullproof ↗
“Customizable workflows that integrate with existing tech stack”
Connect common tools like Slack, GitHub, and Google Drive nativelypartialproof ↗
“Gives visibility into company progress toward top priorities”
Roll up progress across multiple projects into a single portfolio viewpartialproof ↗
“Rovo AI identifies trends to surface opportunities and remove bottlenecks”
Get AI-generated insights and suggestions from my data inside the productpartialproof ↗
Undersold (23)
Run the product headlessly / in CI for automationpartialproof ↗
Hand off work between tools or agents without losing context or informationpartialproof ↗
Set up automations that run autonomously in the backgroundpartialproof ↗
Delegate tasks to a built-in AI assistant inside the productpartialproof ↗
Operate the product with natural-language commandspartialproof ↗
Perform bulk operations across many items at oncepartialproof ↗
Build multi-step automations without writing codefullproof ↗
Build trigger-and-action automation rules to eliminate repetitive manual stepspartialproof ↗
Create a workflow that runs on a schedule or recurring event to handle routine team workpartialproof ↗
Keep tasks bi-directionally synced with my code repository's issue tracker instead of duplicating datapartialproof ↗
Do everything through the API that I can do in the UIpartialproof ↗
Track initiatives with status, priority, and an owning teamfullproof ↗
Plan and manage sprints for agile software developmentpartialproof ↗
Create tasks and assign them to teammates with due datesfullproof ↗
Break work into subtasks and link dependent tasks so blocking order is clearpartialproof ↗
Save a filtered view of work and share it with a linkpartialproof ↗
Search across all tasks, docs, and comments and get fast, accurate resultspartialproof ↗
Have AI draft a project or initiative status update from recent activitypartialproof ↗
Assign granular permissions and roles to control who can view or edit workpartialproof ↗
Claims outside our story set (2)
Real capability claims found in Jira’s own materials, but no story in this arena’s taxonomy covers them yet — that’s feedback on the taxonomy, not a mark against the product.
“Forms let partner teams submit requests and track progress”
source ↗“Offers global and project-level configuration settings”
source ↗
Business model
Free tier (up to 10 users); per-seat Standard/Premium plans; custom annual-billed Enterprise; AI agents bundled free.
pricing ↗Score trend
How this product’s scores have moved as evidence and verdicts are re-derived — a point per change, not per day.
Flag
⚑ Flag a verdictThink a verdict is wrong? Opens a prefilled GitHub issue — or use the ⚑ next to any verdict above.
For agents
