# AI Insights Dashboard | Understand AI Adoption & Developer Impact

> Get a clear, data-driven view of AI adoption across your engineering org. Compare AI-generated vs. human code, track quality trends, and measure developer impact.

_This is a markdown rendering of a live HTML page on linearb.io, generated for AI/LLM consumption — it is not a markdown-only site. To get the full HTML page instead, request this URL with an explicit `Accept: text/html` header (no wildcard, no markdown preference)._

[Resource Center](https://linearb.io/resources)

# Understand AI adoption and developer impact with the AI Insights Dashboard

This demo guides you through the AI Insights Dashboard, demonstrating how to track and analyze trends in AI tool adoption, rule coverage, and code quality. You’ll also see how to correlate insights with survey data to understand the impact of AI.

[Learn more about this demo](https://linearb.io/resources/ai-insights-dashboard#about-this-feature)

[Play video](https://www.youtube.com/watch?v=TXyn-H9dxxg)

About this feature

## Amplify developer impact with the power of AI

Understanding the impact of AI drives smarter decisions on where to invest next. Our [AI insights](https://linearb.io/use-case/measure-ai-impact) give you a clear, data-driven view into how AI is used across your organization, helping you:

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Measure AI adoption across teams and tools

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Compare AI-generated vs. human-generated contributions

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Track acceptance and quality trends over time

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Connect quantitative metrics with qualitative developer feedback

## Ready to explore next steps?

[Read the docs on AI Insights](https://linearb.helpdocs.io/article/n8q4ydqmkd-ai-insights)

## Sign up today

Includes 45-days of full access to all features in our Essentials package. Setup takes less than 10 minutes.

Only available for GitHub Cloud users at this time.

## Your next read

[![Cover image for AI productivity guide for engineering leaders](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_AI_Productivity_Guide_2400x1256_f3168ec8cc?_a=BAVMn6ID0)](https://linearb.io/resources/ai-productivity-guide-for-engineering-leaders)

Guide

[AI productivity guide for engineering leaders](https://linearb.io/resources/ai-productivity-guide-for-engineering-leaders)

Discover how to track and drive AI productivity impact across your entire engineering organization.

[![Cover image for Measuring the impact of Copilot and Cursor on engineering productivity](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Hero_Copilot_Cursor_Metrics_Dashboard_2400x1256_d3ab96e879?_a=BAVMn6ID0)](https://linearb.io/blog/measuring-the-impact-of-copilot-and-cursor-on-engineering-productivity)

Product

[Measuring the impact of Copilot and Cursor on engineering productivity](https://linearb.io/blog/measuring-the-impact-of-copilot-and-cursor-on-engineering-productivity)

Track GitHub Copilot and Cursor adoption, usage, and ROI in one unified LinearB dashboard. Correlate AI metrics with delivery performance and outcomes.

[![Cover image for The DevEx leader's guide to scaling AI adoption](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/dev_ex_guide_scaling_ai_social_da15df1f8f?_a=BAVMn6ID0)](https://linearb.io/resources/devex-guide-scaling-ai-adoption)

Guide

[The DevEx leader's guide to scaling AI adoption](https://linearb.io/resources/devex-guide-scaling-ai-adoption)

Navigate the AI transformation with a practical framework to measure and scale your AI maturity across the SDLC.

## Structured data

_Machine-readable metadata (JSON-LD) embedded in the page for search/AI context — not content rendered on the page itself._

```json
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "LinearB",
  "url": "https://linearb.io",
  "logo": "https://assets.linearb.io/image/upload/v1715628027/logo-mark-lg.svg",
  "description": "LinearB is the engineering productivity platform that helps engineering leaders prove AI is improving throughput without sacrificing delivery confidence, flow efficiency, or developer experience.",
  "sameAs": [
    "https://www.linkedin.com/company/linearb"
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  "award": [
    {
      "@type": "Award",
      "name": "LinearB is a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms",
      "dateAwarded": "2026",
      "awardedBy": {
        "@type": "Organization",
        "name": "Gartner®"
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    },
    {
      "@type": "Award",
      "name": "Great Place to Work Certification",
      "dateAwarded": "2025-2027",
      "awardedBy": {
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      }
    },
    {
      "@type": "Award",
      "name": "America's Best Startup Employers 2025",
      "dateAwarded": "2025",
      "awardedBy": {
        "@type": "Organization",
        "name": "Forbes Magazine"
      }
    }
  ],
  "hasCertification": [
    {
      "@type": "Certification",
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      "name": "GDPR Compliance certification"
    },
    {
      "@type": "Certification",
      "name": "ISO 27001"
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}
```

## More on linearb.io

### Top navigation

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