OVERALL RATINGS
INSTALLS
1
SUPPORT
- Partner Supported
TRUST SIGNALS
Key highlights of the appEnforce Human-in-the-loop review gate on AI agent deliverables, track time saved, and govern AI work and stop hallucinations
Zero-Touch AI Agent Worklog & Time Tracker
Automatically track active session duration and worklogs for Atlassian Rovo, Copilot, Claude Code, and Cursor on Jira issues. Measure exact machine cycle time from assignment to completion without manual logging.
AI ROI & Engineering Productivity Metrics
Quantify true financial return with a configurable blended hourly rate. Measure Net Value Delivered ($) by subtracting developer rework time from hours saved, tracking consensus quality scores across all active AI agents
Human Takeover Detection & Audit CSV Export
Automatically detect human interventions and reassignments to cap agent timers instantly. Export itemized, unaggregated session logs to CSV for SOC 2, ISO 27001 compliance audits, and agile sprint retrospectives.
More details
Engineering teams adopt AI agents like Rovo, Claude Code, Cursor, and Copilot, but lack governance over unreviewed deliverables and true ROI.
AgentWorkLog enforces human review before release, tracks developer hours saved, and proves AI ROI across Jira.
Key Capabilities
• Human Review Gate: Review and sign off on AI deliverables in one click via a native Jira issue glance.
• JQL Sprint Gates: Block releases and filter standup boards using native JQL: issue in aiPendingReview().
• Net Time Reclaimed & ROI: Measure engineering hours saved against rework tax with custom blended hourly rates.
• Automated Agent Worklogs: Track execution time for Rovo, Claude, Cursor, and Copilot with zero manual logging.
• Audit Trail & CSV Export: Export session logs with reviewer attribution for SOC 2 compliance.
• 100% Forge-Native: Zero data egress—runs securely in Atlassian Cloud.
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 policySecurity program
This app is not part of the Marketplace Bug Bounty program.
Integration permissions
AgentWorkLog: Human-in-the-Loop AI Review & ROI for Jira integrates with your Atlassian app
Version information
Version 3.1.0•for Jira Cloud
- Release date
- Oct 10th 2026
- Summary
- Added Human review gate
- Details
Minor version update
- Payment model
- Paid via Atlassian
- License type
- Commercial