# AI Workflows and AI Governance | LinearB

> Facilitate AI adoption and manage risk with built-in AI governance. Track AI impact, automate workflows, and scale safely across your SDLC.

_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)._


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Just In!

The engineering productivity gap: How elite AI teams are pulling away from the rest

[Register now](https://linearb.io/event/engineering-productivity-gap)

Solution

# DevOps Workflow & Automations

Deploy AI with confidence

Adopt AI workflows while minimizing risk by applying controls that ensure governance, compliance, and risk management.

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

![LinearB Automation Dashboard Overview showing Actions over time.](https://assets.linearb.io/image/upload/c_fit,w_2560,h_1499/f_auto/q_auto/v1/solution-devops-workflow-automations?_a=BAVMn6ID0)

## Code assistants are just the beginning... 

### Unmeasured impact

AI tools have made gigantic promises about productivity and change, but lack the ability to measure actual business impact. 

### Unchecked risk

The deployment of any new technology requires policy and governance controls in order to mitigate unforeseen risk.

### Scaling AI

Engineering orgs. are under pressure to adopt AI tech across more workflows - beyond coding assistants alone.

## Scale AI for engineering teams

Integrate AI workflows into your code delivery processes with the ability to define and apply controls that manage risk while preserving the productivity benefits of this new technology. 

### Agentic AI & bot orchestration

Efficiently and securely manage AI Agents for automatic documentation, reviewing code, and providing PR descriptions.

![Agentic AI & bot orchestration](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/solution-sei-1?_a=BAVMn6ID0)

### AI impact tracking

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

![AI impact tracking](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/solution-sei-2?_a=BAVMn6ID0)

### AI standards and controls

Define and enforce policy for process standardization and control.

![AI standards and controls](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/solution-sei-3?_a=BAVMn6ID0)

### Security & compliance

Ensure the proper guardrails are in place to manage AI according to organizational requirements.

![Security & compliance](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/solution-sei-4?_a=BAVMn6ID0)

## Test, roll out, and scale AI

### Automation control center

Choose pre-built automations or build your own. See time savings in real time dashboard.

Learn More

### AI model integration

AI provided recommendations. Design prompt-based actions to directly access the LinearB AI model.

### Agentic use cases

Automatically complete tasks like PR reviews and iteration summary retrospectives.

### Bot assistants

Minimize context switching, enhance collaboration, and track goal status.

Integrations Carousel: GitHub Logo, GitLab Logo, Bitbucket Logo, Azure Dev Ops Logo, Jira Logo, Slack Logo, Microsoft Teams Logo, GitHub Copilot Logo, Cursor Logo, Gemini Logo, Claude Logo, AmazonQ Logo, Windsurf Logo

The engineering productivity gap: How elite AI teams are pulling away from the rest

![The engineering productivity gap: How elite AI teams are pulling away from the rest](https://assets.linearb.io/image/upload/c_limit,w_2560/f_auto/q_auto/v1/workshop_ai_benchmarks_2026_3c66bcb2ce?_a=BAVMn6ID0)

From 50% DORA health scores to 98% in less than 6 months. LinearB has given our business critical telemetry and attribution for our engineering teams."

Matt Culver

Engineering Chief of Staff, Super.com

## How it works

1

### Automated workflows

LinearB empowers engineering teams to create and deploy automated workflows that standardize code handling across different scenarios.

2

### Scalable policy management

Ensures policies are consistently applied, enforced, and scalable across the organization for security, compliance, and business needs.

3

### Consistency & reliability

Maintains uniform processes, ensuring compliance and efficiency across teams while supporting organizational growth.

## Welcome to the age of superhuman engineering

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

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## More on linearb.io

### Top navigation

- [Book a Demo](https://linearb.io/book-a-demo)
- [AI Code Reviews — Catch security risks, bugs, and spec mismatches](https://linearb.io/platform/ai-code-reviews)
- [AI & Productivity Insights — See how AI tools affect cycle time and delivery speed](https://linearb.io/platform/ai-developer-productivity-insights)
- [Measure AI Impact — Track AI adoption and tie it to delivery outcomes](https://linearb.io/use-case/measure-ai-impact)
- [MCP Server — Chat with your data to spot patterns and boost output](https://linearb.io/platform/mcp-server)
- [Resource Allocation — Cost initiatives and shape your investment strategy](https://linearb.io/platform/resource-allocation)
- [Cost Capitalization — Capitalize engineering costs with audit-ready reports](https://linearb.io/platform/cost-capitalization)
- [Dev Team Management — Set targets and tie throughput to business outcomes](https://linearb.io/platform/goals-and-reporting)
- [DevOps Workflow Automation — Policy-based PR routing, approvals, and tests](https://linearb.io/platform/ai-workflow-governance)
- [AI Powered Support — Unify AI and human code delivery in one clear view](https://linearb.io/use-case/ai-powered-support)
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- [Reporting — Spot what's working and what needs attention](https://linearb.io/use-case/measuring-developer-experience)
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- [Platform overview](https://linearb.io/platform/overview)
- [Register now](https://linearb.io/event/engineering-productivity-gap)
- [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)
- [Anti-FAQ — The questions other vendors won't answer](https://linearb.io/why-linearb/anti-faq)
- [Security — Enterprise-grade compliance and zero code access](https://linearb.io/security)
- [Build vs. buy — The hidden cost of building it yourself](https://linearb.io/resources/build-vs-buy)
- [Dev Interrupted Podcast — Conversations with engineering leaders](https://linearb.io/dev-interrupted/podcasts)
- [Reports & Guides — Deep dives on productivity and delivery](https://linearb.io/resources)
- [Webinars — Expert sessions on productivity and AI](https://linearb.io/resources?category=workshops)
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- [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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