# Developer Productivity Reporting | LinearB

> Translate your engineering performance into business outcomes. Align resource allocation to business needs and translate engineering productivity into effort and cost.

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Use Cases

# Productivity Reporting

Translate your engineering performance into business outcomes

Prove your impact on the bottom line at your next QBR. Align resource allocation to business needs and translate engineering productivity into effort and cost.

[Book a demo](https://linearb.io/book-a-demo)
[Start free trial](https://linearb.io/start-free-trial)

![Accuracy Scores over time: Capacity vs Planning accuracy.](https://assets.linearb.io/image/upload/c_fit,w_2560,h_2162/f_auto/q_auto/v1/uc-pr-hero?_a=BAVMn6ID0)

Customers: SurveyMonkey Logo, Mitratech Logo, Syngenta Logo, INGKA Logo, Silicon Labs Logo, BigID logo, Expedia logo, Peloton logo, Equinix logo, Vizio logo, Solace logo, Astronomer Logo, Norwegian Cruise Line Logo, Gainwell Logo

## Keep stakeholders in the loop 

### Realize the ROI of your AI investment

Measure and track the impact of AI tools on engineering operations.

![Realize the ROI of your AI investment](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_8?_a=BAVMn6ID0)

### Forecast project delivery probability

Keep stakeholders up-to-date on roadmap progression with Monte Carlo simulations that estimate probability rates of project delivery.

![Forecast project delivery probability](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_9?_a=BAVMn6ID0)

### Track performance across teams

Improve the health of your engineering organization with team and org-level goals that provide full visibility into the leading indicators of performance.

![Track performance across teams](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_10?_a=BAVMn6ID0)

### Data-driven resource allocation

Communicate the impact of new requests by connecting them to budget, resourcing, projects, and key initiatives.

![Data-driven resource allocation](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_11?_a=BAVMn6ID0)

### Strike the right balance

Gain a holistic understanding of where effort is being invested and where you can reallocate resources to increase new value creation.

![https://assets.linearb.io/image/upload/v1742573025/Frame_67865_12.png](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Frame_67865_12?_a=BAVMn6ID0)

## Ready to see productivity gains with one of our quickstart templates?

### Code experts

Automatically route PRs to engineers who know the code best.

[Get started](https://linearb.io/blog/find-code-experts)

### PR labeling

Add clear labels to every PR so reviewers know exactly what’s required.

[Get started](https://linearb.io/blog/pr-labeling)

### PR notifications

Surface active review requests and PR status updates to reduce idle time.

[Get started](https://linearb.io/blog/pr-notifications)

### PR enrichment

Link PRs to project tracking tools automatically for better visibility and forecasting.

[Get started](https://linearb.io/blog/pr-enrichment)

### PR policy setting

Enforce your team’s code review standards at scale with automated PR policies.

[Get started](https://linearb.io/blog/pr-policy-setting)

[Learn MoreRead our Guide on Accelerating Developer Productivity](https://linearb.io/resources/engineering-leader-guide-to-accelerating-developer-productivity)

Tracking engineering metrics has helped me as the VP of R&D to have educated discussions with my direct reports and with my CEO. I can identify bottlenecks quickly, measure team efficiency and the developer experience, then improve based on data.

Idan Lavy

VP of R&D, Solidus Labs

## Engineering productivity with LinearB

### Benchmark performance

Baseline your metrics, benchmark against industry standards and identify areas of focus like efficiency, quality, or predictability.

### Spot bottlenecks

Find and address your workflow bottlenecks with the ability to drill into leading indicators and the individual pull requests that are slowing your team down.

### Boost flow metrics

Improve your merge process– minimize code review idle time, fixing bugs and reducing technical debt.

Attain operational excellence. Drive business impact.

## More resources

[![Cover image for Engineering Leader’s Guide to Goals and Reporting](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Blog_Goals_and_Reporting_24f4913fb6?_a=BAVMn6ID0)](https://linearb.io/resources/engineering-leader-guide-to-goals-and-reporting)

Guide

[Engineering Leader’s Guide to Goals and Reporting](https://linearb.io/resources/engineering-leader-guide-to-goals-and-reporting)

Download this guide to learn how to leverage metrics program data, resource allocation visibility, and workflow automation to set and meet improvement goals...

[![Cover image for 2026 Software Engineering Benchmarks Report](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/Benchmarks_rountable_social_38edcc7b5d?_a=BAVMn6ID0)](https://linearb.io/resources/software-engineering-benchmarks-report)

Report

[2026 Software Engineering Benchmarks Report ](https://linearb.io/resources/software-engineering-benchmarks-report)

Created from a study of 8.1+ M PRs from 4,800 engineering teams across 42 countries.

[![Cover image for 8 Habits of Highly Productive Engineering Teams](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/habits_hero_3_4450457dce?_a=BAVMn6ID0)](https://linearb.io/resources/8-habits-of-highly-productive-eng-teams)

Guide

[8 Habits of Highly Productive Engineering Teams](https://linearb.io/resources/8-habits-of-highly-productive-eng-teams)

Discover eight core engineering habits that will help you improve developer productivity and build a data-driven culture.

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- [Resource Allocation — Cost initiatives and shape your investment strategy](https://linearb.io/platform/resource-allocation)
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- [Dev Team Management — Set targets and tie throughput to business outcomes](https://linearb.io/platform/goals-and-reporting)
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- [Customers](https://linearb.io/customers)
- [Pricing](https://linearb.io/pricing)
- [Why choose LinearB — Explore your data. Measure performance. Act to improve it.](https://linearb.io/why-linearb)
- [APEX framework — The operating model for AI-era engineering teams](https://linearb.io/resources/apex-framework)
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- [Reports & Guides — Deep dives on productivity and delivery](https://linearb.io/resources)
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- [AI in software development](https://linearb.io/library/ai-in-software-development)
- [Engineering management](https://linearb.io/library/engineering-management)
- [Developer experience](https://linearb.io/library/developer-experience)
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- [Engineering efficiency](https://linearb.io/library/engineering-efficiency)
- [Software delivery](https://linearb.io/library/software-delivery)
- [Research and data](https://linearb.io/library/engineering-benchmarks-and-research)
- [LinearB is a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms](https://linearb.io/resources/gartner-magic-quadrant-dpi-platforms-2026)
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