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CogniRunner

works with Jira Cloud

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  • Partner Supported

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Key highlights of the appAI-powered quality gates for Jira workflows. Validate any field with custom prompts during transitions — no code required

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Catch Duplicates and Bad Content Instantly

CogniRunner uses AI to validate field content during workflow transitions. Duplicate descriptions, incomplete fields, and low-quality content are blocked automatically with a clear explanation of why.

Analyze Attachments with AI Vision

CogniRunner reads and understands attachment content — not just filenames. Supports images (PNG, JPEG, GIF, WebP), documents (PDF, DOCX, DOC, XLSX, XLS, CSV, PPTX, PPT), and rich text (RTF, ODT). Up to 10MB per file.

Manage All Rules from One Admin Panel

A centralized dashboard shows every AI validator and condition across all your workflows. See which field is validated, the AI prompt, workflow and transition — plus a full validation log with pass/fail history.

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More details

CogniRunner is the first open source Jira app that uses AI to validate field content during workflow transitions. Link to Github.

  • Works as both a workflow validator (blocks transitions) and a condition (controls transition visibility)
  • Configure in seconds: pick a field, write a prompt in plain English, done
  • AI evaluates content and provides clear pass/fail reasoning
  • Full validation audit log with issue context and AI explanations
  • Supports all Jira field types: text, rich text (ADF), select, user picker, labels, and more
  • Light and dark theme support
  • Built natively on Atlassian Forge — modern, secure, Atlassian-hosted compute
  • Use cases: enforce description quality, validate acceptance criteria, check naming conventions, ensure compliance fields are complete, gate transitions on content standards.

Resources

  • App documentation

    Comprehensive set of documentation from the partner on how this app works

Privacy and Security

Privacy policy

Atlassian's privacy policy is not applicable to the use of this app. Please refer to the privacy policy provided by this app's partner.

Partner privacy policy

Security program

This app is not part of the Marketplace Bug Bounty program.

Integration permissions

CogniRunner integrates with your Atlassian app

Version information

Version 2.3.0for Jira Cloud

Release date
Mar 9th 2026
Summary
Day 1 version update
Details

CogniRunner — AI-powered workflow validation for Jira

  • Validators & Conditions: Add AI quality gates to any workflow transition. Validators block transitions with clear error messages. Conditions hide transitions entirely.
  • Attachment Content Analysis: Validates the actual content of attached files — not just filenames. Supports PDF, DOCX, DOC, RTF, ODT, XLSX, XLS, CSV, TSV, PPTX, PPT, and images (PNG, JPEG, GIF, WebP) via AI vision.
  • Agentic JQL Search: AI-powered duplicate detection that automatically generates and executes JQL queries to find similar or related issues.
  • Admin Panel: Centralized dashboard showing all configured validators and conditions across every workflow, with quick edit/disable actions.
  • Validation Logs: Full audit trail with pass/fail status, AI reasoning, issue keys, and JQL queries used. Up to 50 entries with refresh and clear controls.
  • Supports all Jira field types. Works in company-managed and team-managed projects. Built natively on Atlassian Forge.
Payment model
Paid via Atlassian
License type
GNU Public License (GPL)

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