> 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/university/readme/sei.md).

# AI DLC Insights

Learn AI DLC Insights through Harness University

Discover SDLC bottlenecks, assess team productivity, and improve developer experience guided by data and insights.

Go to [Harness University](/university/readme.md) for the full catalogue of courses and certifications.

## Self-Paced Training

Free self-paced courses that you can consume on your own time.

<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><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8d9330b11e4adb2c19a6b64b4a75262530fb0ef8%2Fplatform.svg?alt=media" alt="" data-size="line"> <strong>Harness Platform Fundamentals</strong></td><td>Self-paced video course introducing the Harness Platform.<br><em>Product version: Free Plans of any module</em></td><td><a href="https://university-registration.harness.io/self-paced-training-platform-fundamentals">https://university-registration.harness.io/self-paced-training-platform-fundamentals</a></td></tr><tr><td><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8d9330b11e4adb2c19a6b64b4a75262530fb0ef8%2Fplatform.svg?alt=media" alt="" data-size="line"> <strong>Introduction to AI Agents</strong></td><td>Self-paced tidbit introducing the Custom AI Agents.<br><em>Product version: Paid Plans of any module</em></td><td><a href="https://university-registration.harness.io/self-paced-training-tidbit-custom-ai-agents">https://university-registration.harness.io/self-paced-training-tidbit-custom-ai-agents</a></td></tr><tr><td><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8f80a8c7ba3455ab90a2ea2d47d46aab474dac5b%2Fengineering-insights-classic.svg?alt=media" alt="" data-size="line"> <strong>AI DLC Insights</strong></td><td>Self-paced video course introducing Harness AI DLC Insights.<br><em>Product version: Harness AI DLC Insights Paid Plans</em></td><td><a href="https://university-registration.harness.io/self-paced-training-harness-software-engineering-insights">https://university-registration.harness.io/self-paced-training-harness-software-engineering-insights</a></td></tr><tr><td><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8f80a8c7ba3455ab90a2ea2d47d46aab474dac5b%2Fengineering-insights-classic.svg?alt=media" alt="" data-size="line"> <strong>Introduction to AI DLC CSV Upload and Org Tree Creation</strong></td><td>Self-paced video course introducing AI DLC CSV Upload and Org Tree Creation.<br><em>Product version: Harness AI DLC Insights Paid Plans</em></td><td><a href="https://university-registration.harness.io/self-paced-training-tidbit-introduction-to-ai-dlc-csv-upload-and-org-tree-creation">https://university-registration.harness.io/self-paced-training-tidbit-introduction-to-ai-dlc-csv-upload-and-org-tree-creation</a></td></tr></tbody></table>

## Instructor-Led Training

Intensive two-day courses are designed for engineers looking to deepen their understanding and expertise in Harness.

<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><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8d9330b11e4adb2c19a6b64b4a75262530fb0ef8%2Fplatform.svg?alt=media" alt="" data-size="line"> <strong>Introduction to the Harness Platform</strong></td><td>Self-paced hands-on, prerequisite course to all module-specific ILT courses.<br><em>Product version: Paid Plans of any module</em></td><td><a href="https://university-registration.harness.io/introduction-to-the-harness-platform">https://university-registration.harness.io/introduction-to-the-harness-platform</a></td></tr><tr><td><img src="https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-8f80a8c7ba3455ab90a2ea2d47d46aab474dac5b%2Fengineering-insights-classic.svg?alt=media" alt="" data-size="line"> <strong>AI DLC Insights</strong></td><td>Deep dive into advanced AI DLC Insights concepts across the SDLC.<br><em>Product version: Harness AI DLC Insights Paid Plans</em></td><td><a href="https://university-registration.harness.io/ilt-software-engineering-insights">https://university-registration.harness.io/ilt-software-engineering-insights</a></td></tr></tbody></table>

## Certifications

Test and validate your knowledge of Harness by becoming a Harness Certified Expert.

{% tabs %}
{% tab title="For Developer" %}

### AI DLC Insights - Developer

![AI DLC Insights - Developer badge](https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-1cc8600a8e504c7c24a27601601655e9af210a19%2Fcert_dev_sei_badge.svg?alt=media)

**Product version:** Harness AI DLC Insights Paid Plans

Assesses the fundamental skills to deploy your applications with AI DLC Insights projects.

#### Review Study Guide

| ***Developer Certification Objectives***                                                                   | ***Doc Link***                                                                                                                                                |
| ---------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| ***1. Understanding AIDI fundamentals***                                                                   |                                                                                                                                                               |
| Describe the benefits and features of Harness AI DLC Insights.                                             | [AIDI Overview](https://developer.harness.io/docs/software-engineering-insights/harness-sei/sei-overview)                                                     |
| Explain the integration of AIDI with third-party providers.                                                | [Setup AIDI Overview](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-overview)                                   |
| Understand the concepts of Developers and Profiles within SEI.                                             | [AIDI Key Concepts](https://developer.harness.io/docs/software-engineering-insights/harness-sei/get-started/sei-key-concepts)                                 |
| ***2. Getting Started with AIDI***                                                                         |                                                                                                                                                               |
| Set up a Harness account and complete the onboarding process.                                              | [AIDI Onboarding Guide](https://developer.harness.io/docs/software-engineering-insights/harness-sei/get-started/sei-onboarding-guide)                         |
| Navigate and utilize the Harness AIDI interface effectively.                                               | [AIDI Onboarding Guide](https://developer.harness.io/docs/software-engineering-insights/harness-sei/get-started/sei-onboarding-guide)                         |
| ***3. Configuration and Setup***                                                                           |                                                                                                                                                               |
| Configure Single Sign-On (SSO) for automated user onboarding.                                              | [AIDI Onboarding Guide](https://developer.harness.io/docs/software-engineering-insights/harness-sei/get-started/sei-onboarding-guide)                         |
| Map and manage integrations with SDLC tools, including cloud and on-premise configurations.                | [Configure Integrations](https://developer.harness.io/docs/category/configure-integrations)                                                                   |
| Organize and manage data using Projects and Org Tress.                                                     | [Setup Org Tree](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-org-tree)                                        |
| Set up and customize Profiles to aggregate data for specific metrics like Trellis Scores and DORA metrics. | [Setup Profiles](https://developer.harness.io/docs/category/set-up-profiles)                                                                                  |
| ***4. Insights and Reports***                                                                              |                                                                                                                                                               |
| Create and manage Insights dashboards tailored to various AIDI metrics.                                    | [View Insights](https://developer.harness.io/docs/category/view-insights)                                                                                     |
| Add and configure Reports within Insights to monitor developer activity and project health.                | [Productivity Profile](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-profiles/productivity-profile)             |
| Develop Sprint metrics Insights for agile project tracking.                                                | [Efficiency Profile](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-profiles/efficiency-profile)                 |
| Get data visualization and proactive management of development processes.                                  | [Business Alignment Profile](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-profiles/business-alignment-profile) |
| ***5. Ingestion Satellite Management***                                                                    |                                                                                                                                                               |
| Integrate on-premise tools and custom integrations using the Ingestion Satellite.                          | [Ingestion Satellite Overview](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/ingestion-satellite/overview)            |
| Install, configure, and manage the Ingestion Satellite container using Docker or Kubernetes.               | [Manage Satellite](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/ingestion-satellite/manage)                          |
| Troubleshoot common issues related to Ingestion Satellite to ensure continuous data flow.                  | [Troubleshooting Satellite](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/ingestion-satellite/troubleshooting)        |
| ***6. Project and Developer Management***                                                                  |                                                                                                                                                               |
| Efficiently manage the Developer data structure in SEI.                                                    | [Manage Developers](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/manage-developers)                                  |
| Set up teams to manage hierarchical Developer categories.                                                  | [Manage Teams](https://developer.harness.io/docs/software-engineering-insights/harness-sei/setup-sei/setup-teams)                                             |
| Use Activity Logs to provide traceability and compliance coverage across critical operations.              | [Activity Logs](https://developer.harness.io/docs/software-engineering-insights/harness-sei/manage/activity-logs)                                             |

[**Register for Exam**](https://university-registration.harness.io/certified-software-engineering-insights-developer)

#### Exam Details

The AI DLC Insights Developer exam tests your knowledge and skills of the Harness AI DLC Insights module.

**Prerequisites**

* Basic terminal skills
* Basic understanding of software insights and data platforms.

**Exam Details**

Exam Duration: 90 minutes

Question Type: Multiple choice

| Covered Domain                          | Percentage (%) |
| --------------------------------------- | -------------- |
| **1. Understanding AIDI Fundamentals**  | **29.42%**     |
| **2. Getting Started with AIDI**        | **10.29%**     |
| **3. Configuration and Setup**          | **17.64%**     |
| **4. Insights and Reports**             | **20.59%**     |
| **5. Ingestion Satellite Management**   | **10.29%**     |
| **6. Project and Developer Management** | **11.77%**     |

**Exam Objectives**

<details>

<summary>List of Objectives</summary>

The following is a detailed list of exam objectives:

| #     | Objectives                                                                                           |
| ----- | ---------------------------------------------------------------------------------------------------- |
| **1** | **Understanding AIDI Fundamentals**                                                                  |
| 1.1   | Describe the benefits and features of Harness Harness AI DLC Insights.                               |
| 1.2   | Explain the integration of AIDI with third-party providers.                                          |
| 1.3   | Understand the concepts of Developers and Profiles within AIDI.                                      |
| **2** | **Getting Started with AIDI**                                                                        |
| 2.1   | Set up a Harness account and complete the onboarding process.                                        |
| 2.2   | Navigate and utilize the Harness AIDI interface effectively.                                         |
| **3** | **Configuration and Setup**                                                                          |
| 3.1   | Configure Single Sign-On (SSO) for automated user onboarding.                                        |
| 3.2   | Map and manage integrations with SDLC tools, including cloud and on-premise configurations.          |
| 3.3   | Organize and manage data using Projects and Org Trees.                                               |
| 3.4   | Set up and customize Profiles to aggregate data for metrics such as Trellis Scores and DORA metrics. |
| **4** | **Insights and Reports**                                                                             |
| 4.1   | Create and manage Insights dashboards tailored to AIDI metrics.                                      |
| 4.2   | Add and configure Reports within Insights to monitor developer activity and project health.          |
| 4.3   | Develop Sprint metrics Insights for agile project tracking.                                          |
| 4.4   | Utilize data visualization for proactive management of development processes.                        |
| **5** | **Ingestion Satellite Management**                                                                   |
| 5.1   | Integrate on-premise tools and custom integrations using the Ingestion Satellite.                    |
| 5.2   | Install, configure, and manage the Ingestion Satellite container using Docker or Kubernetes.         |
| 5.3   | Troubleshoot common issues related to the Ingestion Satellite to ensure continuous data flow.        |
| **6** | **Project and Developer Management**                                                                 |
| 6.1   | Efficiently manage the Developer data structure in AIDI.                                             |
| 6.2   | Set up teams to manage hierarchical Developer categories.                                            |
| 6.3   | Use Activity Logs to provide traceability and compliance across critical operations.                 |

</details>

**Next Steps**

The AI DLC Insights Developer exam can start immediately after registering. Please allow up to 90 mins for the exam.

1. Create an account in Harness University
2. Register for an exam
3. Take the exam

[**Register for Exam**](https://university-registration.harness.io/certified-software-engineering-insights-developer)
{% endtab %}

{% tab title="For Administrator" %}

### AI DLC Insights - Administrator (BETA COMING SOON)

![AI DLC Insights - Administrator (BETA COMING SOON) badge](https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-2cc4e4c1bd4906ef486a4e79376ae7df858c1c2c%2Fcert_adm_sei_badge.svg?alt=media)

**Product version:** Harness AI DLC Insights Paid Plans

{% hint style="info" %}
**Coming soon**

This certification is in beta and not yet open for registration.
{% endhint %}

Assesses the fundamental skills to deploy and maintain SEI projects and the overall Harness Platform.
{% endtab %}

{% tab title="For Architect" %}

### AI DLC Insights - Architect (BETA COMING SOON)

![AI DLC Insights - Architect (BETA COMING SOON) badge](https://2307127582-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Feh03Q8VHpO02MFM5nUSL%2Fuploads%2Fgit-blob-bb87938e067a3c0d13ce185f6b1f8316488b4c24%2Fcert_arc_sei_badge.svg?alt=media)

**Product version:** Harness AI DLC Insights Paid Plans

{% hint style="info" %}
**Coming soon**

This certification is in beta and not yet open for registration.
{% endhint %}

Assess key technical job functions and advanced skills in design, implementation and management of SEI.
{% endtab %}
{% endtabs %}