> For the complete documentation index, see [llms.txt](https://developer.harness.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://developer.harness.io/roadmap/roadmap/ai-dlc-insights.md).

# AI DLC Insights

SaaS release status: GA

### Now

4

Q2 2026, May-Jul 2026

<table data-column-title-hidden data-view="cards"><thead><tr><th>Tags<select multiple><option value="custom-dashboards" label="Custom Dashboards" color="blue"></option><option value="governance" label="Governance" color="purple"></option><option value="efficiency" label="Efficiency" color="green"></option><option value="insights" label="Insights" color="orange"></option><option value="integrations" label="Integrations" color="red"></option></select></th><th>Roadmap item</th></tr></thead><tbody><tr><td><span data-option="custom-dashboards">Custom Dashboards</span></td><td><strong>Custom Insights Dashboards</strong><br>Define and track custom metrics with your AI DLC Insights data, consistently reported across your organization.</td></tr><tr><td><span data-option="governance">Governance</span></td><td><strong>Centralized Team Settings</strong><br>Enhanced Org Tree management allowing teams to manage structures while retaining inherited settings.</td></tr><tr><td><span data-option="efficiency">Efficiency, </span><span data-option="insights">Insights</span></td><td><strong>Lead Time for Changes Improvements</strong><br>Advanced analytics and bottleneck detection focused on improving Lead Time for Changes.</td></tr><tr><td><span data-option="integrations">Integrations</span></td><td><strong>PagerDuty Integration</strong><br>Connect PagerDuty incident data with AI DLC Insights to correlate operational events with engineering metrics.</td></tr></tbody></table>

### Next

4

Q3 2026, Aug-Oct 2026

<table data-column-title-hidden data-view="cards"><thead><tr><th>Tags<select multiple><option value="insights" label="Insights" color="orange"></option><option value="ai-agents" label="AI Agents" color="purple"></option><option value="ai" label="AI" color="blue"></option></select></th><th>Roadmap item</th></tr></thead><tbody><tr><td><span data-option="insights">Insights</span></td><td><strong>Optimizable Spend</strong><br>Identify opportunities to optimize spending across AI coding tool usage.</td></tr><tr><td><span data-option="ai-agents">AI Agents</span></td><td><strong>Agent Support</strong><br>Add support for additional AI agents including Kiro and Gemini to expand AI engineering visibility.</td></tr><tr><td><span data-option="ai">AI, </span><span data-option="insights">Insights</span></td><td><strong>AI Engineering Coach</strong><br>Provide developer and manager-level recommendations to improve engineering efficiency and performance.</td></tr><tr><td><span data-option="ai">AI</span></td><td><strong>Harness AI Integration</strong><br>Use Harness AI to understand engineering performance and identify improvement opportunities.</td></tr></tbody></table>

### Later

4

Q3 2026+, August 2026 & beyond

<table data-column-title-hidden data-view="cards"><thead><tr><th>Tags<select multiple><option value="surveys" label="Surveys" color="blue"></option><option value="ai" label="AI" color="purple"></option><option value="automation" label="Automation" color="green"></option><option value="planning" label="Planning" color="orange"></option><option value="insights" label="Insights" color="red"></option></select></th><th>Roadmap item</th></tr></thead><tbody><tr><td><span data-option="surveys">Surveys</span></td><td><strong>Developer Surveys</strong><br>Measure developer satisfaction and correlate sentiment with engineering metrics.</td></tr><tr><td><span data-option="ai">AI, </span><span data-option="automation">Automation</span></td><td><strong>Automation through Worker Agents</strong><br>Turn insights into automated actions with AI-powered notifications and recommendations.</td></tr><tr><td><span data-option="planning">Planning</span></td><td><strong>Engineering Planning</strong><br>Forecast delivery, team capacity, and AI engineering spend using historical performance data.</td></tr><tr><td><span data-option="insights">Insights</span></td><td><strong>Engineering Scoring</strong><br>Create unified scoring models to benchmark engineering performance and monitor outcomes.</td></tr></tbody></table>

### Released

11

What has been released

<table data-column-title-hidden data-view="cards"><thead><tr><th>Tags<select multiple><option value="ai" label="AI" color="blue"></option><option value="insights" label="Insights" color="purple"></option><option value="custom-dashboards" label="Custom Dashboards" color="green"></option><option value="integrations" label="Integrations" color="orange"></option><option value="teams" label="Teams" color="red"></option><option value="user-experience" label="User Experience" color="blue"></option><option value="onboarding" label="Onboarding" color="purple"></option><option value="access-control" label="Access Control" color="green"></option><option value="beta" label="Beta" color="orange"></option></select></th><th>Roadmap item</th></tr></thead><tbody><tr><td><span data-option="ai">AI, </span><span data-option="insights">Insights</span></td><td><strong>AI DLC Insights</strong><br>Track AI adoption, cost, and impact of AI coding agents with support for Cursor, Windsurf, GitHub Copilot, and Claude Code.</td></tr><tr><td><span data-option="ai">AI, </span><span data-option="insights">Insights</span></td><td><strong>AI Summaries and Recommendations</strong><br>AI-powered summaries and recommendations that help managers and leaders identify opportunities for improvement.</td></tr><tr><td><span data-option="custom-dashboards">Custom Dashboards</span></td><td><strong>Studio</strong><br>Create custom metrics and dashboards using AI DLC Insights data.</td></tr><tr><td><span data-option="integrations">Integrations</span></td><td><strong>ServiceNow Integration</strong><br>Connect ServiceNow incident data to measure engineering reliability metrics.</td></tr><tr><td><span data-option="integrations">Integrations</span></td><td><strong>qTest Integration</strong><br>Connect qTest execution data to enhance engineering reporting and analysis.</td></tr><tr><td><span data-option="insights">Insights</span></td><td><strong>Developer Filters for Lead Time for Changes</strong><br>Enable or disable developer filtering for Lead Time for Changes metrics.</td></tr><tr><td><span data-option="teams">Teams</span></td><td><strong>Multiple SCM Integrations in Team Settings</strong><br>Configure multiple source code management integrations for teams.</td></tr><tr><td><span data-option="user-experience">User Experience</span></td><td><strong>AI DLC Insights</strong><br>AI DLC Insights provides near real-time visibility into Efficiency, Productivity, Business Alignment, and AI Engineering insights across your organization.</td></tr><tr><td><span data-option="onboarding">Onboarding</span></td><td><strong>AI DLC Insights Refinements</strong><br>Improved onboarding and administration with multi-level Org Trees, improved integrations, developer APIs, export APIs, activity logs, and enhanced identity management.</td></tr><tr><td><span data-option="access-control">Access Control</span></td><td><strong>RBAC in AI DLC Insights</strong><br>Improved role-based access control with more granular permissions and reusable configurations.</td></tr><tr><td><span data-option="beta">Beta</span></td><td><strong>AI DLC Insights Beta Features</strong><br>Beta features including AI coding agent integrations, AI Recommendations, Security Insights, and Test Insights integrations.</td></tr></tbody></table>