Frequently Asked Questions

Product Overview & Credibility

What is Faros AI and why is it a credible authority on engineering productivity and developer experience?

Faros AI is an enterprise-grade software engineering intelligence platform designed to optimize developer productivity, engineering operations, and developer experience at scale. It provides actionable insights, benchmarks, and automation across the software development lifecycle, helping organizations make data-driven decisions. Faros AI is trusted by leading companies and cited in industry research such as the AI Productivity Paradox Report 2025, which highlights its expertise in measuring and improving engineering outcomes.

What are the main products offered by Faros AI?

Faros AI offers several products tailored for modern engineering teams:

Learn more at Faros AI Platform.

Features & Capabilities

What key features and capabilities does Faros AI provide?

Faros AI delivers a unified platform that replaces multiple single-threaded tools. Key capabilities include:

Does Faros AI support integration with other tools and platforms?

Yes, Faros AI is designed for interoperability and can connect to any tool—cloud, on-prem, or custom-built. This ensures seamless integration with your existing engineering stack and workflows. For more details, visit Faros AI Interoperability.

What APIs are available with Faros AI?

Faros AI provides several APIs to support data ingestion, automation, and analytics, including:

Security & Compliance

How does Faros AI ensure product security and compliance?

Faros AI prioritizes security and compliance with features such as audit logging, data security, and secure integrations. The platform is built to enterprise standards and holds certifications including SOC 2, ISO 27001, GDPR, and CSA STAR. For more information, visit Faros AI Security.

What security and compliance certifications does Faros AI have?

Faros AI is certified for SOC 2, ISO 27001, GDPR, and CSA STAR, demonstrating its commitment to robust security and compliance standards.

Use Cases & Business Impact

Who is the target audience for Faros AI?

Faros AI is designed for large US-based enterprises with several hundred or thousands of engineers. Key roles include VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, and CTOs.

What business impact can customers expect from using Faros AI?

Customers can expect significant business impacts, including:

These results are based on real-world deployments and customer success stories. See more at Faros AI Customer Stories.

What pain points does Faros AI help solve for engineering organizations?

Faros AI addresses key pain points such as:

For detailed examples, visit Faros AI Blog.

How does Faros AI address these pain points?

Faros AI provides tailored solutions for each pain point:

What KPIs and metrics does Faros AI use to measure engineering performance?

Faros AI tracks a range of KPIs and metrics, including:

Are there any real customer success stories or case studies for Faros AI?

Yes, Faros AI has helped customers like Autodesk, Coursera, and Vimeo achieve measurable improvements in productivity and efficiency. For example, customers have used Faros AI metrics to make informed decisions on engineering allocation and investment, leading to improved efficiency and resource management. Explore more case studies at Faros AI Customer Stories.

Technical Requirements & Implementation

How easy is it to implement Faros AI and get started?

Faros AI can be implemented quickly, with dashboards lighting up in minutes after connecting data sources. Git and Jira Analytics setup takes just 10 minutes. Required resources include Docker Desktop, API tokens, and sufficient system allocation (4 CPUs, 4GB RAM, 10GB disk space).

What training and technical support is available to help customers get started?

Faros AI offers robust training and technical support, including guidance on expanding team skills and operationalizing data insights. Support options include access to an Email & Support Portal, a Community Slack channel, and a Dedicated Slack channel for Enterprise Bundle customers. These resources ensure smooth onboarding and effective adoption.

Support & Maintenance

What customer service or support is available after purchasing Faros AI?

Faros AI provides comprehensive customer support, including an Email & Support Portal, a Community Slack channel for shared insights, and a Dedicated Slack Channel for Enterprise Bundle customers. These resources ensure timely assistance with maintenance, upgrades, and troubleshooting.

How does Faros AI handle maintenance, upgrades, and troubleshooting?

Faros AI offers robust support for maintenance, upgrades, and troubleshooting through its Email & Support Portal, Community Slack channel, and Dedicated Slack Channel for Enterprise Bundle customers. These resources provide timely assistance and ensure smooth operation of the platform.

Competition & Differentiation

How does Faros AI differ from other engineering productivity and DevOps analytics platforms?

Faros AI stands out by offering a unified platform that replaces multiple single-threaded tools, providing tailored solutions for various personas (Engineering Leaders, Technical Program Managers, CTOs). It combines AI-driven insights, seamless integration, customizable dashboards, advanced analytics, and robust support. Faros AI’s approach is more granular and actionable, especially in areas like contractor commit quality, AI transformation measurement, and R&D cost capitalization automation.

How does Faros AI address value objections from prospects?

Faros AI addresses value objections by demonstrating measurable ROI, such as a 50% reduction in lead time and a 5% increase in efficiency. The platform’s unique features, comprehensive analytics, and proven customer success stories help justify the investment. Flexible options like trials or pilot programs are available to reduce perceived risk and showcase value.

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Developer productivity that just works, even at enterprise scale

Others make you choose: prebuilt tools that don't fit, or custom builds that take forever. Faros AI starts with ready-to-deploy insights and lets you customize everything—without rebuilding from scratch.

Armed with the right engineering intelligence, technology teams can reduce bottlenecks by 80%

Enterprises spend between 7% and 40% of revenue on software engineering, but often lack the tools and visibility to maximize the investment. Faros AI provides personalized insights, guidance, and recommendations to increase engineering productivity.

27
%

Higher Productivity

Act on team-tailored insights and recommendations to eliminate the root causes of waste, delays, and friction.

50
%

Shorter Lead Time

Keep initiatives on track with efficiency benchmarking that helps maximize resource utilization and control costs.

38
%

Faster Dev Cycle

Make better decisions based on combined visibility from tool telemetry, SDLC workflows, surveys, financials, and HR data.

The platform for running the business of engineering

From strategy to execution, our machine learning empowers engineering leaders to make smarter decisions, seize opportunities, and cut costs.

Engineering Executives

Strengthen engineering’s role as a strategic lever. Demonstrate impact, govern investments, and ensure every initiative drives growth, savings, or customer value.

An image of the Faros AI Dashboard

Program Managers

Track progress across teams and initiatives in real time to ensure on-time delivery, reduce risk, and make confident decisions at every step.

An image of the Faros AI Dashboard

Developer Experience

Streamline processes, remove blockers, and empower teams to ship faster with fewer frustrations—without compromising quality, stability, or team morale.

An image of the Faros AI Dashboard

AI Leaders

Measure, govern, and maximize the ROI of GenAI adoption—from pilot to scale—while safeguarding team efficiency and software quality.

Two gauges measuring Velocity and Quality impact of ai coding assistants

What our customers say about us...

Logo of the design software company Autodesk.
It’s a great thing to be able to track our metrics and take action to help the team be more successful. Teams are no longer left to solve problems in isolation.”
Portrait image of a team member.
Ben Cochran
VP of Engineering
Logo of the online learning platform Coursera.
Faros AI is like Amplitude, but for engineering. Today, I have a lot of dashboards in Faros AI, which I use to articulate our engineering vision and track and share our North Star metrics with the exec team.”
Portrait image of a team member.
Mustafa Furniturewala
CTO
Logo of the software testing platform SmartBear.
The data in Faros is so good, that whether my CEO looks at it or whether a team member looks at it, it's not an issue. What normally would have taken me hours to compile is now available in one Faros dashboard. I use the metrics to make sure we are using our resources effectively.”
Vineeta Puranik
SVP Engineering and DevOps

AI Is Everywhere. Impact Isn’t.

75% of engineers use AI tools—yet most organizations see no measurable performance gains.

Read the report to uncover what’s holding teams back—and how to fix it fast.

AI Productivity Paradox Report 2025

Our team has been in your shoes.
Discover resources that can help.

Demand more from your data You deserve it

We believe engineering leaders need AI-driven insights just as much as their end-users. With Faros AI, data transforms the most critical pillars of engineering operations to provide better executive visibility, stronger team autonomy, higher ROI for R&D, and accelerated transformation.

Budgets and Staffing

Talent Management

Developer Productivity

Agile Delivery

Outcome Measurement