> 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/ai-dlc-insights/3.0/readme.md).

# AI DLC Insights Documentation

Access AI DLC Insights documentation

AI DLC Insights gives engineering leaders a unified view of AI adoption, spend efficiency, and delivery impact across coding agents, teams, and workflows. Track how AI-generated work moves through the development lifecycle, and understand whether your AI investment is helping your teams ship better software faster.

![AI DLC Insights onboarding illustration](https://551918872-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FnFv5MDyUrzXeaCoDxKuI%2Fuploads%2Fgit-blob-15c830d024c0eafdfa0a9e4e0e93c7ab638f91da%2Fai-dlc-insights-onboarding.svg?alt=media)

Go to the [AI DLC Insights release notes](/release-notes/ai-dlc-insights.md) to review what shipped recently.

### Get Started

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Overview of AI DLC Insights</strong></td><td>Learn about AI DLC Insights and start onboarding.</td><td><a href="/ai-dlc-insights/3.0/new-to-ai-dlc-insights/overview.md">Overview</a></td></tr><tr><td><strong>Key Concepts</strong></td><td>Learn the core concepts that power AI DLC Insights.</td><td><a href="/ai-dlc-insights/3.0/new-to-ai-dlc-insights/key-concepts.md">Key Concepts</a></td></tr><tr><td><strong>Role-Based Access Control (RBAC)</strong></td><td>Manage permissions and access control for AI DLC Insights user roles.</td><td><a href="/ai-dlc-insights/3.0/new-to-ai-dlc-insights/get-started/rbac.md">Harness RBAC for AI DLC Insights</a></td></tr></tbody></table>

### Set Up AI DLC Insights

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>Deploy the AI DLC Agent</strong></td><td>Deploy the AI DLC Agent to capture AI engineering activity across your development workflows.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/setup/agent.md">Harness AI DLC Agent</a></td></tr><tr><td><strong>Configure Integrations</strong></td><td>Connect your issue trackers, source control, and CI/CD tools to aggregate engineering data.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/setup/integrations.md">Integrations</a></td></tr><tr><td><strong>Set Up Org Trees</strong></td><td>Organize teams and reporting structures for engineering visibility.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/setup/org-trees.md">Create Org Trees</a></td></tr><tr><td><strong>Set Up Teams</strong></td><td>Create and manage teams to organize engineering data and reporting.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/setup/teams.md">Configure Teams</a></td></tr></tbody></table>

### View AI DLC Insights

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>AI Engineering</strong></td><td>Track AI coding agent adoption, output, cost efficiency, and delivery impact.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/view-insights/ai-engineering.md">AI Engineering</a></td></tr><tr><td><strong>Engineering Efficiency</strong></td><td>Measure DORA metrics, sprint performance, and delivery efficiency.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/view-insights/efficiency.md">Engineering Efficiency</a></td></tr><tr><td><strong>Developer Productivity</strong></td><td>Measure developer productivity across teams and workflows.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/view-insights/productivity.md">Developer Productivity</a></td></tr><tr><td><strong>Business Alignment</strong></td><td>Understand how engineering initiatives contribute to business outcomes.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/view-insights/business-alignment.md">Business Alignment</a></td></tr><tr><td><strong>Security Insights</strong></td><td>Analyze security hotspots and trends across your engineering organization.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/view-insights/security.md">Security Insights</a></td></tr><tr><td><strong>Studio Dashboards</strong></td><td>Create and publish custom dashboards to visualize your engineering data.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/studio.md">Studio</a></td></tr></tbody></table>

### Help & Resources

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>API</strong></td><td>Use the AI DLC Insights API to manage developer identities and export engineering metrics.</td><td><a href="/ai-dlc-insights/3.0/use-ai-dlc-insights/api/developer-records.md">Upload and Manage Developers</a></td></tr><tr><td><strong>Troubleshooting</strong></td><td>Find troubleshooting guides and frequently asked questions.</td><td><a href="/ai-dlc-insights/3.0/troubleshooting-and-resources/troubleshooting.md">Troubleshooting</a></td></tr><tr><td><strong>Harness Support</strong></td><td>Contact Harness Support if you encounter issues or have questions about AI DLC Insights.</td><td><a href="https://www.harness.io/support">https://www.harness.io/support</a></td></tr></tbody></table>

{% @harness-feedback/feedback %}