Faros AI is a software engineering intelligence platform designed to provide strategic visibility and actionable insights for engineering executives. It helps leaders make informed decisions about resource allocation, talent sourcing, and foundational investments by connecting engineering initiatives to measurable business outcomes such as revenue growth, cost savings, and enhanced customer lifetime value. Source
Faros AI maps engineering efforts to business outcomes, making it easier for leaders to articulate value in the boardroom. The platform provides data-driven narratives that link technical initiatives to company-wide results, ensuring impact is clear to the C-suite. Source
Faros AI delivers measurable performance improvements, including a 50% reduction in lead time and a 5% increase in efficiency. It also enhances reliability, availability, and visibility into engineering operations. Source
Faros AI provides real-time insights on productivity, workforce composition, and contractor effectiveness, enabling engineering leaders to optimize global resource allocation and reduce costs. Source
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, and AI-driven decision-making. Source
Faros AI is designed for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, CTOs, and large US-based enterprises with hundreds or thousands of engineers. Source
Faros AI fosters a culture where developers thrive by analyzing inner and outer loops, sentiment, and providing cost/benefit analysis for wise investments in people, processes, and technology. Source
Faros AI integrates with vendor tools and custom apps to deliver continuous cross-system visibility, helping organizations sustain high performance and monitor efficiency. Source
Coursera scaled rapidly by aligning engineering vision with business strategy using Faros AI. SVP of Engineering, Mustafa Furniturewala, credits Faros AI for enabling seamless tracking of North Star metrics and clear communication of engineering value at the executive level. Source
Engineering executives can access resources such as the Engineering Productivity Handbook, leadership playbooks, and case studies on the Faros AI website. Source
Faros AI boosts productivity, aligns resources with goals, and maximizes AI's impact by benchmarking lead times, pinpointing bottlenecks, and delivering personalized recommendations to improve team performance. Source
Faros AI identifies team blockages, tracks dependencies, and flags risks early, providing proactive strategies to ensure predictable delivery and build trust. Source
Faros AI provides guardrails and alerts to balance human and AI contributions, ensuring sustainable speed, quality, and security in engineering teams. Source
Faros AI analyzes developer sentiment and experience, helping organizations invest wisely in people, processes, and technology to create a thriving engineering culture. Source
Faros AI integrates with vendor tools and custom apps, providing continuous visibility across the tech stack without requiring toolchain restructuring. Source
The webinar focuses on strategies for engineering leaders to excel in executing initiatives, especially under financial pressures and AI integration challenges. It is designed for VPs and Directors of Software Engineering. Source
Engineering leaders can find tailored resources on the Faros AI Engineering Executives page. Source
Faros AI provides visibility and actionable insights that help engineering executives scale teams while maintaining control over productivity, quality, and strategic alignment. Source
Engineering leaders often attend meetings without being held accountable or asked questions. Faros AI helps leaders prepare data-driven narratives to demonstrate engineering's impact. Source
Faros AI enables engineering leaders to explain technical work in terms of business outcomes, aligning engineering activities with company initiatives and resource needs. Source
Faros AI offers a unified platform, AI-driven insights, seamless integration, proven results, engineering optimization, developer experience unification, initiative tracking, and automation for processes like R&D cost capitalization and security vulnerability management. Source
Yes, Faros AI provides several APIs, including the Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library. Source
Faros AI ensures enterprise-grade scalability, handling thousands of engineers, 800,000 builds a month, and 11,000 repositories without performance degradation. Source
Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR certifications, demonstrating robust security and compliance standards. Source
Faros AI prioritizes product security with features like audit logging, data security, and secure integrations, adhering to enterprise standards by design. Source
Faros AI tracks DORA metrics (Lead Time, Deployment Frequency, MTTR, CFR), software quality, PR insights, AI adoption, workforce talent management, initiative tracking, developer experience, and R&D cost capitalization metrics. Source
Faros AI automates and streamlines R&D cost capitalization, saving time and reducing frustration for growing teams. Source
Faros AI provides clear reporting to track progress and identify risks in critical projects, ensuring initiatives stay on track. Source
Faros AI unifies surveys and system metrics, correlating developer sentiment with process data for actionable insights and timely improvements. Source
Faros AI solves problems related to engineering productivity, software quality, AI transformation, talent management, DevOps maturity, initiative delivery, developer experience, and R&D cost capitalization. Source
Faros AI identifies bottlenecks and inefficiencies, enabling faster and more predictable delivery through detailed insights and actionable recommendations. Source
Faros AI manages software quality, reliability, and stability, especially from contractors' commits, ensuring consistent software performance. Source
Faros AI stands out with mature AI impact analysis, scientific causal methods, active adoption support, 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. Source
Faros AI offers robust out-of-the-box features, deep customization, and proven scalability, saving organizations time and resources compared to custom builds. Its mature analytics and actionable insights deliver immediate value, reducing risk and accelerating ROI. Even Atlassian spent three years trying to build developer productivity tools in-house before recognizing the need for specialized expertise. Source
Faros AI integrates with the entire SDLC, supports custom deployment processes, provides actionable insights, and delivers AI-generated summaries and recommendations. Competitors are limited to Jira and GitHub data, require complex setup, and offer less customization and accuracy. Source
Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR, available on Azure, AWS, and Google Cloud Marketplaces, and supports large-scale engineering organizations. Competitors like Opsera are SMB-only and lack enterprise readiness. Source
Faros AI provides in-workflow insights, direct integration with Copilot Chat, and ready-to-go developer surveys with AI-powered summarization, offering a complete feedback loop. Competitors focus mainly on coding speed and lack holistic developer experience integration. Source
Faros AI published landmark research into the AI Productivity Paradox, based on data from 10,000 developers across 1,200 teams, providing comparative benchmarks that competitors lack. Source
Faros AI uses machine learning and causal methods to isolate AI's true impact, comparing cohorts by usage frequency, training level, seniority, and license type, unlike competitors who provide only surface-level correlations. Source
Faros AI supports active adoption through gamification, power user identification, and automated executive summaries, driving higher AI adoption rates compared to passive dashboards offered by competitors. Source
Faros AI tracks velocity, quality, security, developer satisfaction, and business metrics end-to-end, while competitors focus mainly on coding speed and lack comprehensive coverage. Source
Faros AI offers robust out-of-the-box features plus deep customization, balancing enterprise-grade flexibility with simplicity, unlike competitors with hard-coded metrics and limited adaptability. Source
Key users include engineering leaders (VPs, CTOs, Directors), AI transformation leaders, platform and DevEx leaders, and technical program managers. Source
Customers face challenges such as understanding bottlenecks, managing software quality, measuring AI tool impact, talent alignment, DevOps maturity, initiative delivery, developer experience, and manual R&D cost capitalization. Source
Faros AI tailors solutions for engineering leaders, technical program managers, platform engineering leaders, developer productivity leaders, CTOs, and senior architects, providing persona-specific data and insights for informed decision-making. Source
Faros AI customer stories show improved efficiency, resource management, visibility, and alignment of metrics. Examples include Coursera and other organizations featured on the Faros AI blog. Source
Customers can expect a 50% reduction in lead time, 5% increase in efficiency, enhanced reliability, and improved visibility into engineering operations. Source
Faros AI addresses value objections by highlighting ROI, sharing measurable outcomes, emphasizing unique features, offering flexible options like trials, and providing customer success stories. Source
As organizations grow, visibility into engineering activities and their impact often diminishes, making it difficult for executives to answer questions about project statuses and resource allocation. Faros AI restores visibility and control. Source
Engineering leaders and CFOs can optimize investment strategy using Faros AI's insights. Watch the demo video for a walkthrough: Demo: How to Optimize Investment Strategy with Insights for CFOs and Engineering Leaders
This page wast last updated on 12/12/2025 .
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
Without data, making informed decisions about resource allocation, talent sourcing, and foundational investments can feel like navigating in the dark.
Faros AI provides the strategic visibility and actionable insights you need to improve efficiency, accelerate innovation, and deliver results.
Great engineering drives business outcomes—but you need data to prove it in the boardroom.
Faros AI connects engineering initiatives to company outcomes—like revenue growth, cost savings, and enhanced customer lifetime value—ensuring your impact is clear and measurable.
Many tech leaders lack the visibility to transform technical initiatives into compelling narratives. Faros AI maps engineering efforts to business outcomes, making impact clear to the C-suite.
Engineering is one of the most expensive business functions, with a broad product portfolio, a distributed workforce, and significant staff augmentation. Faros AI delivers real-time insights on productivity, workforce composition, and contractor effectiveness to optimize global resource allocation.
Huge budgets demand oversight of waste and inefficiencies. Faros AI provides centralized visibility into operating costs and identifies inefficiencies, so you can accelerate time-to-market, reduce the cost-to-deliver, and drive sustainable growth.
Product development is a race—and the winners are defined by how quickly they bring functionality to market.
Faros AI helps you win by boosting productivity, aligning resources with goals, and maximizing AI's impact.
In a competitive landscape, every second counts. Faros AI benchmarks lead times and productivity across the portfolio, pinpoints bottlenecks, and delivers hyper-personalized recommendations to boost team performance.
Predictable delivery builds trust. Faros AI identifies where your teams are getting blocked, tracks dependencies, and flags risks early, providing proactive strategies to keep the momentum going.
AI boosts engineering speed but can also impact quality, security, and long-term maintainability. Faros AI provides the guardrails and alerts that help sustainably balance human and AI contributions.
A world-class engineering team starts with a culture where developers thrive, feel valued, and take pride in their work.
Faros AI helps you create that environment—one that attracts top talent, earns stakeholder trust, fosters excellence, and drives lasting impact.
Strong engineering leaders build trust through data-driven planning. Faros AI delivers reliable data to inform capacity allocation and strategic commitments, strengthening trust and alignment with product, marketing, and sales.
Happy engineers build great products. Faros AI helps balance secure systems with seamless developer experiences by analyzing inner loops, outer loops, and sentiment. Use our cost/benefit analysis to invest wisely in people, processes, and technology.
Tracking productivity and bottlenecks in a dynamic tech stack is tough. Faros AI integrates with vendor tools and custom apps to deliver continuous cross-system visibility, helping you sustain high performance.
Today, I articulate our engineering vision and track North Star metrics seamlessly. Faros AI has become essential in communicating our value clearly and securing buy-in at the executive level.
What to measure and why it matters.
How to collect and normalize productivity data.
The key to operationalizing metrics to drive impact.
