AI PM Tools with Jira Integration (2026)

AI project management tools with Jira integration extend your existing Jira workflows with intelligent automation, predictive analytics, and enhanced reporting without requiring a full platform migration.

26 AI PM tools integrate with Jira. The top-rated is ClickUp (94/100) with native bidirectional integration. AI project management tools with Jira integration extend your existing Jira workflows with intelligent automation, predictive analytics, and enhanced reporting without requiring a full platform migration.

Why Jira Integration Matters for PM Teams

Jira remains the dominant project management platform for engineering teams, used by over 75,000 organizations worldwide. But Jira's native AI capabilities lag behind specialized tools, leaving teams stuck between a platform they depend on and the intelligence features they need. The solution isn't replacing Jira β€” it's extending it with AI tools that integrate deeply.

The best AI tools with Jira integration treat Jira as the system of record while adding prediction, automation, and reporting layers on top. They sync bidirectionally so teams continue working in Jira while AI handles the analysis, forecasting, and stakeholder communication that Jira handles poorly. This "Jira plus AI" approach avoids painful migrations while delivering modern capabilities.

Jira Integration Compatibility Matrix

How each tool connects with Jira β€” integration type, data direction, and sync mode.

Tool Score Type Direction Sync Mode Review
ClickUp 94/100 native bidirectional real-time Review
Wrike 87/100 native bidirectional real-time Review
Airtable 79/100 native bidirectional real-time Review
monday.com 78/100 native bidirectional real-time Review
Notion Projects 76/100 native bidirectional real-time Review
Jira 74/100 native bidirectional real-time Review
Google Workspace 73/100 marketplace bidirectional real-time Review
Productboard 73/100 native bidirectional real-time Review
Asana 72/100 native bidirectional real-time Review
Coda 70/100 native bidirectional real-time Review
FullStory 69/100 native unidirectional webhook Review
Fibery 68/100 native bidirectional real-time Review
Forecast 67/100 native bidirectional real-time Review
airfocus 67/100 native bidirectional real-time Review
Smartsheet 66/100 native bidirectional real-time Review
Pendo 66/100 native bidirectional webhook Review
ChatPRD 65/100 native unidirectional manual Review
Chisel 63/100 native bidirectional real-time Review
Aha! Roadmaps 62/100 native bidirectional real-time Review
Trello 61/100 native bidirectional real-time Review
Dovetail 61/100 native unidirectional webhook Review
Productive 60/100 native bidirectional real-time Review
ProdPad 60/100 native bidirectional real-time Review
Craft.io 59/100 native bidirectional real-time Review
ProductPlan 57/100 native bidirectional real-time Review
Roadmunk by Tempo 55/100 native bidirectional real-time Review

Benefits of Jira Integration for PM Workflows

Enhanced Jira Reporting with AI

AI tools layer predictive analytics on top of Jira data β€” velocity forecasting, sprint completion predictions, and burndown anomaly detection. Teams keep Jira as their system of record while gaining intelligence capabilities Jira doesn't offer natively.

Bidirectional Issue Sync

Changes made in either the AI tool or Jira propagate automatically. Story point updates, status transitions, assignee changes, and comments stay synchronized, eliminating the dual-entry problem that plagues teams using multiple tools.

Cross-Project Portfolio Visibility

AI tools aggregate data across multiple Jira projects into a unified portfolio view. This gives PMO directors and engineering leaders visibility into resource allocation, dependency risks, and delivery timelines across the entire organization.

Automated Workflow Enhancement

AI tools add automation rules that extend Jira's native capabilities β€” auto-assigning stories based on team member skills and capacity, triggering Slack notifications on status changes, and escalating blocked items after configurable thresholds.

Story Quality and Estimation Assistance

AI analyzes Jira stories against your team's historical data to suggest story point estimates, flag incomplete acceptance criteria, and detect duplicate issues across projects β€” capabilities that Jira's native AI features don't yet match.

Top AI PM Tools with Jira Integration

26 AI PM tools offer Jira integration. Here are the top picks ranked by overall score:

Tool Score Starting Price Review
ClickUp 94/100 Free Full Review
Wrike 87/100 Free Full Review
Airtable 79/100 Free Full Review
monday.com 78/100 Free Full Review
Notion Projects 76/100 Free Full Review
Jira 74/100 Free Full Review
Google Workspace 73/100 $7/user/month Full Review
Productboard 73/100 Contact sales (free trial) Full Review
Asana 72/100 Free Full Review
Coda 70/100 Free Full Review
FullStory 69/100 Contact sales Full Review
Fibery 68/100 $12/user/month Full Review
Forecast 67/100 $29/user/month Full Review
airfocus 67/100 Contact sales (trial) Full Review
Smartsheet 66/100 $9/user/month Full Review
Pendo 66/100 Contact sales Full Review
ChatPRD 65/100 Free (3 docs) Full Review
Chisel 63/100 Free Full Review
Aha! Roadmaps 62/100 $59/user/month Full Review
Trello 61/100 Free Full Review
Dovetail 61/100 $15/user/month Full Review
Productive 60/100 $9/user/month Full Review
ProdPad 60/100 Contact sales (trial) Full Review
Craft.io 59/100 $19/user/month Full Review
ProductPlan 57/100 Contact sales Full Review
Roadmunk by Tempo 55/100 Contact sales Full Review

Airtable

Score: 79

Airtable β€” project management with Database-first PM with AI assistants.

Why We Picked It

We picked Airtable for its powerful automations and built-in AI assistance. It is a strong fit for large teams on project teams, with native integrations for Jira and Slack.

  • Database-first PM with AI assistants
  • Generate custom apps and interfaces from natural language
  • Summarization, classification, and information extraction
  • Automations and role-based permissions
Best For:
Project ManagementLarge Teams

monday.com

Score: 78

monday.com β€” project management with AI Sidekick for content generation, summaries, and automation suggestions.

Why We Picked It

We picked monday.com for its powerful automations and planning and portfolio depth. It is a strong fit for large teams on project teams, with native integrations for Jira and Slack.

  • AI Sidekick for content generation, summaries, and automation suggestions
  • AI-powered resource allocation based on availability and skills
  • Multiple views: Kanban, Gantt, Timeline, Calendar, Workload
  • 200+ automation recipes and integrations
Best For:
Project ManagementLarge Teams

Notion Projects

Score: 76

Notion Projects by Notion β€” project management with Docs + wiki + databases with AI Q&A.

Why We Picked It

We picked Notion Projects for its powerful automations and built-in AI assistance. It is a great pick for growing teams on project teams, with native integrations for Jira and Slack.

  • Docs + wiki + databases with AI Q&A
  • AI Autofill, summaries, and action item extraction
  • Custom databases, views, and automations
  • Knowledge base tightly coupled with tasks
Best For:
Project ManagementGrowing Teams

Jira

Score: 74

Jira Product Discovery by Atlassian β€” product management with idea capture, scoring, and prioritization.

Why We Picked It

We picked Jira for its planning and portfolio depth and analytics and reporting. It is a strong fit for large teams on product teams, with native integrations for Jira and Slack.

  • Idea capture, scoring, and prioritization
  • Customer feedback links and evidence
  • Roadmaps tied to Jira Software delivery
  • AI summaries and insights
Best For:
Product ManagementLarge TeamsStrategic Planning

How to Evaluate Jira Integration Quality

  • Sync reliability: Does the integration maintain bidirectional sync without data loss or conflicts, especially during bulk updates?
  • Field mapping flexibility: Can the tool map to Jira custom fields, not just standard fields? This is critical for teams with customized Jira configurations.
  • Jira Cloud vs. Server support: Does the integration support both Jira Cloud and Jira Server/Data Center deployments?
  • JQL compatibility: Can the AI tool consume JQL filters to target specific issues for analysis or automation?
  • Permission respect: Does the integration respect Jira project permissions and user roles, or does it require admin-level access?
  • Bulk operation handling: How does the tool handle large-scale imports and continuous sync for projects with 10,000+ issues?

Setting Up Jira Integration

Medium β€” Jira Cloud integrations connect via OAuth in minutes. Jira Server/Data Center requires additional configuration for API access. Field mapping between the AI tool and Jira custom fields typically takes 1-2 hours. Teams with complex Jira workflows should plan a half-day for initial setup.

  1. Step 1: Connect your Jira instance via OAuth (Cloud) or API token (Server/Data Center) and select projects to sync.
  2. Step 2: Map Jira fields to the AI tool's data model. Pay special attention to custom fields, issue types, and workflow states.
  3. Step 3: Run initial sync and verify that existing issues, statuses, and assignments appear correctly in the AI tool.
  4. Step 4: Configure automation rules that extend Jira workflows β€” estimation assistance, blocker alerts, and cross-project dependency detection.
  5. Step 5: Set up AI-powered reporting dashboards that pull from Jira data for stakeholder communication.
  6. Step 6: Review sync health weekly to catch any field mapping conflicts or sync failures before they compound.

Frequently Asked Questions

Can AI PM tools replace Jira entirely?

For most enterprise teams, no. Jira's ecosystem of plugins, workflows, and organizational buy-in makes full replacement impractical. The higher-leverage move is adding an AI layer on top of Jira that handles forecasting, reporting, and automation while letting teams continue working in the familiar Jira interface.

How do AI tools handle Jira custom fields and workflows?

Quality varies significantly. The best integrations support full custom field mapping and respect custom workflow transitions. Lower-quality integrations only sync standard fields. Test with your specific Jira configuration before committing β€” request a trial that connects to your actual Jira instance, not a demo project.

Will Jira integration slow down my Jira instance?

Well-designed integrations use webhooks and incremental sync to minimize API load. Initial sync of large projects may take hours, but ongoing sync is typically lightweight. Check the tool's API call frequency and whether it supports webhook-based sync versus polling-based sync.

Do AI tools work with Jira's built-in automation rules?

Yes. AI tool automations complement Jira Automation by adding intelligence-based triggers β€” like "story seems underestimated based on historical data" or "this sprint is at risk of missing its goal." They work alongside Jira's native rules without conflict when properly configured.