Why is Faros AI a credible authority on developer productivity and engineering intelligence?Faros AI is recognized as a leading software engineering intelligence platform, trusted by large enterprises and engineering leaders. Its credibility stems from extensive empirical research (such as the AI Productivity Paradox Report), robust frameworks like GAINS™, and proven results across thousands of engineers and hundreds of thousands of builds. Faros AI's platform is designed to deliver actionable insights, measurable outcomes, and enterprise-grade scalability, making it a reliable source for best practices and innovation in developer productivity and experience.
Faros AI is a software engineering intelligence platform that provides developer productivity insights, developer experience solutions, and DevOps analytics for large-scale enterprises. It enables organizations to measure, analyze, and optimize engineering operations using data-driven frameworks and AI-powered tools.
The Hubble Release is a major product update from Faros AI, announced on July 31, 2025. It introduces GAINS™ (Generative AI Impact Net Score), documentation insights, Snap/Spot/Act weekly summaries, and a 100x faster event processing engine. These features are designed to help organizations measure, unblock, and accelerate AI engineering impact.
GAINS™ (Generative AI Impact Net Score) is a data-driven score and framework developed by Faros AI to measure and improve AI productivity gains across ten critical dimensions: adoption, velocity, efficiency, quality, safety, satisfaction, onboarding, platform maturity, organizational structure, and strategic alignment. It provides rapid benchmarking and actionable recommendations to drive measurable improvements in engineering outcomes.
Faros AI integrates with platforms like Google Drive, Office 365, Notion, and Confluence to surface analytics from team documentation. This feature enables organizations to measure contributions beyond code, such as architecture docs, PRDs, incident rulebooks, and post-mortems, helping teams understand the impact of documentation completeness on metrics like MTTR and cycle time.
Snap, Spot, and Act are weekly summaries delivered by Faros AI that provide a snapshot of key engineering metrics, trend analysis, and tailored recommendations. These insights help teams quickly understand performance changes and receive actionable guidance on what to do next, delivered via inbox, Slack, or Teams.
Faros AI's next-generation event processing engine offers a 100x performance boost, enabling cloud-agnostic, high-speed processing of software development events at enterprise scale. It supports thousands of engineers, 800,000 builds per month, and 11,000 repositories without performance degradation, ensuring reliability and scalability for modern workflows.
Faros AI provides several APIs, including the Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library, allowing for flexible integration and data access.
Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR certifications. The platform features audit logging, data security, and enterprise-grade integrations, demonstrating a strong commitment to robust security and compliance standards.
Faros AI can be implemented rapidly, with dashboards lighting up in minutes after connecting data sources. Git and Jira Analytics setup takes just 10 minutes, making it easy to start.
To get started, customers need Docker Desktop, API tokens, and sufficient system allocation (4 CPUs, 4GB RAM, 10GB disk space).
Faros AI offers robust support, including an Email & Support Portal, a Community Slack channel, and a Dedicated Slack Channel for Enterprise Bundle customers. These resources provide timely assistance with onboarding, maintenance, upgrades, and troubleshooting.
Faros AI offers training resources to help expand team skills and operationalize data insights. Technical support includes access to an Email & Support Portal, Community Slack, and Dedicated Slack channels for smooth onboarding and troubleshooting.
Faros AI is designed for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, CTOs, and Technical Program Managers at large US-based enterprises with hundreds or thousands of engineers.
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 optimize resource allocation.
Faros AI addresses challenges such as engineering productivity bottlenecks, software quality issues, AI transformation measurement, talent management, DevOps maturity, initiative delivery tracking, developer experience, and R&D cost capitalization. The platform provides actionable insights and automation to solve these problems.
Faros AI measures the impact of AI tools, runs A/B tests, and tracks adoption to ensure successful AI integration. It provides metrics for adoption, time savings, and impact, helping organizations operationalize AI across the software development lifecycle.
Faros AI unifies surveys and metrics, correlates sentiment with process data, and provides actionable insights for timely improvements. It helps organizations understand and enhance developer satisfaction and team health.
Faros AI tracks DORA metrics (Lead Time, Deployment Frequency, MTTR, CFR), software quality, PR insights, AI adoption, workforce talent management, initiative tracking (timelines, cost, risks), developer sentiment, and R&D cost capitalization automation metrics.
Yes. Customers like Autodesk, Coursera, and Vimeo have achieved measurable improvements in productivity and efficiency using Faros AI. For detailed examples, visit Faros AI Customer Stories.
Faros AI offers a unified platform that replaces multiple single-threaded tools, provides tailored solutions for different personas, and delivers AI-driven insights, seamless integration, customizable dashboards, advanced analytics, and robust support. Its approach to solving pain points is more granular and actionable than many competitors.
Faros AI demonstrates ROI through measurable outcomes (e.g., 50% reduction in lead time, 5% increase in efficiency), emphasizes unique features, offers flexible trial options, and shares customer success stories to justify investment.
You can read more blog posts at Faros AI Blog.
Visit the News Blog for the latest updates.
The blog covers AI, developer productivity, developer experience, customer stories, guides, and product updates.
Read the key findings and strategies in the AI Productivity Paradox Report 2025.
The author is Naomi Lurie, Head of Product Marketing at Faros AI.
Explore more articles on the Faros AI blog page.
The Hubble release includes GAINS™, documentation insights, and a 100x faster event processing engine. It is designed to measure, unblock, and accelerate AI engineering impact, turning AI engineering potential into measurable outcomes. Learn more at our blog post about the Hubble release.
Faros AI's Hubble release was announced on July 31, 2025.
The Einstein Release drives impact across productivity, security, and insights, offering tools to optimize GitHub Copilot adoption and enhance codebase security visibility.
The Einstein release introduces new connectors for GitHub Actions, GitHub Advanced Security, and Testrail. It also includes homepage notifications for data ingestion failures, faster performance on Employee pages, and more fine-grained RBAC for dashboards and data.
The Einstein release transforms how engineering organizations measure, analyze, and act on data, optimizes GitHub Copilot adoption, and provides security insights to safeguard codebases.
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, making it easy to start.
Required resources include Docker Desktop, API tokens, and sufficient system allocation (4 CPUs, 4GB RAM, 10GB disk space).
Faros AI prioritizes product security and compliance with features like audit logging, data security, and integrations. It adheres to enterprise standards by design and holds certifications such as SOC 2, ISO 27001, GDPR, and CSA STAR.
Faros AI offers robust customer support, including an Email & Support Portal, Community Slack channel, and Dedicated Slack Channel for Enterprise Bundle customers.
Faros AI provides timely assistance with maintenance, upgrades, and troubleshooting through its support channels.
Faros AI differentiates itself by offering a unified platform that replaces multiple single-threaded tools, provides tailored solutions for various personas, and delivers AI-driven insights, seamless integration, customizable dashboards, advanced analytics, and robust support.
Read customer stories and case studies at Faros AI Customer Stories.
Customers have achieved a 50% reduction in lead time, a 5% increase in efficiency, and improved visibility into engineering operations. For more details, visit the Faros AI Blog.
You can request a demo by filling out the form on the Hubble Release page or visiting Faros AI Platform.
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Explore the Faros AI Hubble release, featuring GAINS™, documentation insights, and a 100x faster event processing engine, built to turn AI engineering potential into measurable outcomes.
Engineering teams are racing to adopt AI tools, but translating individual productivity boosts into organization-wide outcomes remains elusive. That’s why this quarter’s Faros AI release is all about turning scattered gains into scalable, measurable impact. We’ve focused on surfacing the invisible, guiding action, and unlocking performance at enterprise scale.
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This quarterly product release is named for American astronomer Edwin Hubble, who confirmed one of the greatest scientific discoveries of the 20th century, that the universe is expanding. Fun fact: The Hubble Space Telescope has been exploring the cosmos longer than many software engineers have been alive. With the average engineer now in their late 30s to early 40s, Hubble’s career in space rivals even the most seasoned among us.
Over the past 35 years, Hubble’s ongoing in-space servicing has transformed it from a remarkable telescope into a generative powerhouse of scientific discovery. With the Hubble release, we’ve set out to do the same for engineering organizations - equipping them to evolve into AI-native innovation engines.
Here are the highlights of the Hubble release:
Read on for more details.
In a landmark empirical study published this month, Faros AI found that while AI coding assistants increase an individual engineer's code contributions and task completion, the needle hasn’t moved on org-level engineering outcomes.
Developers using AI complete 98% more code changes and 21% more tasks. But fragmented adoption, downstream bottlenecks, and insufficient change management are cancelling out these gains.
It's the AI Productivity Paradox. And the problem isn’t the tools. It’s the system around them.
That’s why we’re announcing GAINS™, the Generative AI Impact Net Score.
We harnessed the data learnings from 10K developers across 1,255 teams and extensive operational fieldwork with CTOs and AI leaders to develop a framework that can help unblock AI.
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GAINS is based on ten critical dimensions of engineering operations that must evolve in order to deliver the AI payout: Adoption, velocity, efficiency, quality, safety, satisfaction, onboarding, platform maturity, organizational structure, and strategic alignment.
With Faros AI, you get your initial GAINS benchmark rapidly, establishing a clear, data-driven benchmark for engineering performance, and optionally re-measure every quarter. Between quarters, your team implements suggested improvements, guided by insights from the diagnostic. Every increase in your GAINS score reflects real, tangible improvements in your engineering outcomes, so progress isn't just aspirational, it's measurable.
To get started with GAINS, visit www.faros.ai/gains.
Evaluating the adoption, usage, and impact of Cursor just got easier. A simple token is all you need to get the data flowing into Faros AI and analyzed alongside data from all your other active coding assistants. Use these insights to benchmark and measure Cursor’s impact on productivity and developer sentiment.
Bonus: If you use Augment, you can easily drag-and-drop your usage stats into Faros AI for AI impact analysis.
Learn how to accelerate your AI transformation.
When we talk about developer productivity, we often narrow the focus to writing and fixing code, but that’s just part of the story. Senior developers, architects, and tech leads make massive contributions through documenting architecture, drafting PRDs, building incident rulebooks, and running post-mortems.
These context assets not only benefit peers and teams, but today they’re also vital to producing better AI agent outputs. And yet, they’re too often overlooked.
That’s why we’re excited to introduce documentation insights. Faros AI now integrates with Google Drive, Office 365, Notion, and Confluence to surface analytics from the documentation your teams create. These insights bring long-hidden contributions into sharp focus.
With documentation insights, you can finally answer questions like:
These are the unsung drivers of productivity, now visible, measurable, and optimizable.
Tracking metrics is only the first step. The real value lies in knowing what to do next. But all too often, teams are left staring at dashboards asking: Now what?
That’s why we’re introducing Snap. Spot. Act. Once a week, Faros AI delivers a crisp summary of your key engineering metrics, accompanied by key takeaways, trend analysis, and detailed, tailored recommendations to help you take action.
Snap. Spot. Act. No setup required. Just insights, straight to your inbox, Slack, or Teams.
In addition to weekly summaries, Faros AI users now benefit from out-of-the-box workflow automations that will instantly help improve engineering efficiency and team health:
We're excited to unveil our next-generation event processing engine, built to meet the scale of XXL enterprises and accelerate innovation in the era of AI-powered development.
This powerful, cloud-agnostic architecture delivers a 100x performance boost, elevating how we process the constant stream of events that drive modern software workflows. From GitHub pull requests and Jira ticket updates to custom events tracking every build and deployment in your CI/CD pipeline, our new engine ensures unmatched speed, flexibility, and reliability.
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The Hubble release is built for engineering leaders ready to move beyond hype and unlock durable AI value. With GAINS™, we give you a score and framework to guide your transformation. With documentation insights, you finally capture the full scope of engineering contributions. With out-of-the-box automations, you close the loop between insight and action. And with our new event engine, you’re ready to scale all of it—fast.
To learn more or see these features in action, schedule your demo with a Faros AI expert today.