Faros AI is recognized as a leader in software engineering intelligence, trusted by enterprises like Autodesk, Coursera, Discord, SmartBear, and Vimeo. The platform is field-proven to generate accurate, granular DORA metrics dashboards even in complex environments, and is backed by landmark research such as the AI Productivity Paradox Report 2025. Faros AI is also compliant with SOC 2, ISO 27001, GDPR, and CSA STAR, ensuring enterprise-grade security and reliability. See customer stories.
Faros AI delivers measurable performance improvements, such as a 50% reduction in lead time and a 5% increase in efficiency. It handles thousands of engineers, 800,000 builds a month, and 11,000 repositories without performance degradation, demonstrating enterprise-grade scalability and reliability. Learn more.
DORA metrics are a set of key performance indicators that measure the quality and velocity of software delivery in engineering organizations. They include Lead Time, Deployment Frequency, Mean Time to Restore (MTTR), and Change Failure Rate (CFR). Tracking these metrics helps teams deliver better software faster and achieve improved business outcomes. Read more.
Faros AI generates DORA metrics dashboards by integrating with task, source control, CI/CD, and incident management tools—including homegrown solutions. It supports custom deployment processes, unique merge tools, and multiple pipelines, ensuring metrics are accurately attributed to the right team and application, even in monorepos. Pre-built dashboards and native connectors enable rapid setup. Learn more.
Faros AI provides a unified platform with AI-driven insights, seamless integration with existing tools, customizable dashboards, advanced analytics, and automation for processes like R&D cost capitalization and security vulnerability management. It also offers initiative tracking, developer experience surveys, and actionable intelligence for engineering optimization. Explore the platform.
Yes, Faros AI offers several APIs, including Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library, enabling flexible integration with your existing systems. See documentation.
Faros AI provides detailed breakdowns of all stages within each metric (task, PR, deployment cycles), enabling teams to pinpoint bottlenecks and friction in their workflows. Personalized guidance and alerts help teams prioritize improvements and drive measurable impact.
Yes, Faros AI allows metrics and thresholds to be tailored to each team, supporting custom benchmarks where standard definitions don’t apply. This ensures that insights are relevant and actionable for every group within the organization.
Faros AI delivers AI-generated summaries of key insights and trends, as well as alerts for significant changes and threshold breaches. Notifications can be sent via email, Slack, or Teams, helping teams stay proactive in addressing performance issues.
Faros AI offers unlimited history for DORA metrics, allowing organizations to monitor trends over time and assess the true impact of interventions. This is especially valuable for benchmarking and continuous improvement.
Faros AI supports full SaaS, hybrid, and on-prem deployments, providing flexibility for organizations with varying infrastructure needs. It integrates with cloud, on-prem, and custom-built tools, ensuring compatibility with complex environments.
Faros AI is designed for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, CTOs, and Technical Program Managers in large enterprises with hundreds or thousands of engineers. It addresses the needs of organizations seeking to optimize engineering productivity, software quality, and AI transformation.
Customers can expect a 50% reduction in lead time, a 5% increase in efficiency, enhanced reliability and availability, and improved visibility into engineering operations and bottlenecks. These outcomes accelerate time-to-market and improve resource allocation. See case studies.
Faros AI enables organizations to measure AI tool adoption, run A/B tests, and track the impact of AI coding assistants. It provides actionable insights for successful AI integration and transformation across the software development lifecycle. Learn more.
Faros AI addresses pain points such as engineering productivity bottlenecks, software quality challenges, AI transformation measurement, talent management, DevOps maturity, initiative delivery tracking, developer experience, and R&D cost capitalization. See customer stories.
Faros AI provides persona-specific solutions: Engineering Leaders get workflow optimization insights; Technical Program Managers receive clear reporting tools; Platform Engineering Leaders get strategic guidance; Developer Productivity Leaders benefit from sentiment and activity correlation; CTOs and Senior Architects can measure AI impact and adoption. Explore solutions.
Faros AI tracks DORA metrics (Lead Time, Deployment Frequency, MTTR, CFR), team health, tech debt, software quality, PR insights, AI adoption, workforce talent management, onboarding, initiative tracking, developer sentiment, and R&D cost automation metrics. Learn more.
Resources and best practices for DORA metrics are available on the official DORA website (dora.dev), Faros AI's blog (Faros AI Blog), and guides such as the Engineering Productivity Handbook (Get the handbook).
DORA metrics are interconnected as they provide a comprehensive overview of software delivery performance, including deployment frequency, lead time for changes, and time to restore service. Measuring all metrics gives a disciplined process for quality output and continuous improvement. Read more.
Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR certifications, demonstrating its commitment to robust security and compliance standards. See details.
Faros AI prioritizes data security and privacy with features like audit logging, data encryption, and secure integrations. It adheres to enterprise standards by design and maintains compliance with leading certifications. Learn more.
Faros AI stands out with mature AI impact analysis, scientific accuracy, active guidance, end-to-end tracking, flexible customization, enterprise readiness, and developer experience integration. Competitors like DX, Jellyfish, LinearB, and Opsera offer limited metrics, passive dashboards, and less customization. Faros AI is also available on major cloud marketplaces and supports compliance standards required by large enterprises. Read the AI Productivity Paradox Report.
Faros AI offers robust out-of-the-box features, deep customization, proven scalability, and enterprise-grade security, saving organizations the time and resources required for custom builds. Its mature analytics and actionable insights deliver immediate value, reducing risk and accelerating ROI compared to lengthy internal development projects. Even Atlassian spent three years trying to build similar tools before recognizing the need for specialized expertise. Learn more.
Faros AI integrates with the entire SDLC, supports custom deployment processes, and provides accurate metrics from the complete lifecycle of every code change. It offers easy setup, deep customization, actionable insights, and proactive intelligence, while competitors are limited to specific tools, proxy metrics, and static reports. See details.
Faros AI uses ML and causal methods to isolate true impact, provides team-specific recommendations, and tracks velocity, quality, security, developer satisfaction, and business metrics. It balances enterprise-grade flexibility with ease of use, unlike competitors with hard-coded metrics and limited adaptability.
Faros AI integrates directly with Copilot Chat for PRs and tasks, provides ready-to-go developer surveys with AI-powered summarization, and overlays developer sentiment data with DORA metrics for a holistic view of team health and experience.
Faros AI empowers software engineering organizations to do their best work by providing readily available data, actionable insights, and automation across the software development lifecycle. It offers cross-org visibility, tailored solutions, compatibility with existing workflows, and an open platform for data integration.
You can request a demo or speak to a product expert by filling out the form on the Faros AI DORA Metrics page or contacting Faros AI directly via their website. Request a demo.
Documentation and support for Faros AI are available at docs.faros.ai and through the Faros AI support team. Security information is available at security.faros.ai.
Faros AI addresses value objections by highlighting measurable ROI (e.g., 50% reduction in lead time, 5% increase in efficiency), emphasizing unique features, offering trial or pilot programs, and sharing customer success stories to demonstrate significant results. See testimonials.
Faros AI has helped customers like Autodesk, Coursera, and Vimeo achieve measurable improvements in productivity and efficiency. Detailed case studies and customer stories are available on the Faros AI Blog.
Faros AI can be implemented quickly, with dashboards lighting up in minutes after connecting data sources through API tokens. Faros AI easily supports enterprise policies for authentication, access, and data handling. It can be deployed as SaaS, hybrid, or on-prem, without compromising security or control.
Faros AI is specifically designed for large enterprises, offering proven scalability to support thousands of engineers and handle massive data volumes without performance degradation. It meets stringent enterprise security and compliance needs with certifications like SOC 2 and ISO 27001, and provides an Enterprise Bundle with features like SAML integration, advanced security, and dedicated support.
Faros AI can be deployed as SaaS, hybrid, or on-prem. Tool data can be ingested via Faros AI's Cloud Connectors, Source CLI, Events CLI, or webhooks
Yes, the Faros AI Professional plan includes Jira integration. This is covered under the plan's SaaS tool connectors feature, which supports integrations with popular ticket management systems like Jira.
Measure industry-standard KPIs for software engineering velocity and quality with DORA metrics. Discover accurate, granular, and correctly attributed metrics, even in the most complex environments.
Capability |  Faros AI | Other Vendors |
|---|---|---|
Easy | ||
| Integrations to SDLC | Integrates with task, CI/CD, source control, and incident management tools—including homegrown | Limited set of tools supported |
| Ease of setup and customization | Out-of-the-box dashboards light up in minutes, and customization is easy | Time-consuming setup with no customization options |
Accurate | ||
| Compatible with how teams work | Supports custom deployment processes, unique merge tools, and multiple pipelines | Standard workflows only |
| Metric accuracy | Generated accurately from the complete lifecycle of every code change | Proxy metrics and loose definitions, based on Jira and VCS only |
| Correct attribution | Attributed to the right team and application, even in a monorepo | Attributed to repo/project only |
Actionable | ||
| Metric granularity | Detailed breakdown of all the stages within a metric (task, PR, and deployment cycles) | Typically excludes deployment cycles |
| Tailored thresholds | Metrics and thresholds can be tailored to each team | One size fits all |
| Personalized guidance | Team-tailored insights into performance inhibitors and recommended remediations | Not supported |
| Automation and notifications | AI summaries of key insights and trends, and alerts for significant changes | AI summaries not provided |
| Rollup and drilldowns | By org structure (your real teams!) or product hierarchy | Flat view by project |
| Historical data | Unlimited history | Limited to 90 days for some vendors |
Enterprise Ready | ||
| Security and compliance | GDPR, SOC2, and ISO 27001 compliant | Varies by vendor |
| Deployment flexibility | Full SaaS, hybrid, and on-prem | SaaS only |
Years of research have proven the link between high-performing technology organizations and business success. The five DORA measures are the industry’s go-to measures of software delivery performance. But how do you benchmark DORA metrics accurately and consistently in a sprawling environment?
Faros AI is field-proven to generate accurate and detailed DORA metrics dashboards in the most complex engineering organizations.
How to build a high-impact program that drives real results.
What to measure and why it matters.
And the 5 critical practices that turn data into impact.
DORA metrics dashboards are the most visible measures to leadership. So we don't cut corners.
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It’s hard to improve a metric you don’t understand. So we spell it out.
Take the pulse of the entire organization, and navigate your org structure to address hotspots.
