Frequently Asked Questions

About Faros AI & Microsoft Partnership

What is the partnership between Faros AI and Microsoft?

Faros AI has partnered with Microsoft to deliver its AI-powered engineering productivity platform on Azure. This collaboration enables enterprises to optimize engineering workflows, improve productivity, and transition to AI-augmented software development. Faros AI is available on the Azure Marketplace and supports Microsoft Azure Consumption Commitment (MACC) procurement. Source

What does the Microsoft for Startups Partner of the Year Award recognize?

The Microsoft for Startups Partner of the Year Award recognizes a B2B startup that has built and launched an innovative solution leveraging Microsoft technology, and demonstrates consistent, high-quality engagements through the Microsoft for Startups program. Faros AI received this award for its impact and value to the Microsoft ecosystem. Source

How does Faros AI integrate with Microsoft's ecosystem?

Faros AI integrates seamlessly with Microsoft's ecosystem, including Azure DevOps Services, Visual Studio, Microsoft Entra ID, GitHub, GitHub Copilot, and over 100 other vendor tools and homegrown data sources. This ensures unified visibility and automation across the entire software delivery lifecycle. Source

What role does Microsoft play in Faros AI's mission?

Microsoft amplifies Faros AI's mission by providing technology and connecting Faros AI with enterprise leaders representing over 500,000 engineers. The partnership validates Faros AI's approach to solving AI measurement challenges and highlights the importance of visibility and insights for successful AI transformation. Source

What is the Microsoft for Startups Pegasus program?

The Microsoft for Startups Pegasus program is a selective initiative that provides premium Microsoft resources, expert technical mentorship, and robust go-to-market strategies to high-potential startups like Faros AI. Source

Where can I find the Microsoft customer story about Faros AI and GitHub Copilot?

You can find the Microsoft customer story about Faros AI and GitHub Copilot by visiting this link: Microsoft Customer Story.

Is Faros AI available on the Azure Marketplace and MACC-friendly?

Yes, Faros AI is fully accredited as a Microsoft commercial partner and is available on the Azure Marketplace. It supports Microsoft Azure Consumption Commitment (MACC), making procurement easy for enterprises using Azure Credits. Source

What deployment options does Faros AI offer for Azure customers?

Faros AI offers flexible deployment options for Azure customers, including public cloud, on-premises, and hybrid environments. This ensures organizations can choose the setup that best fits their security and operational requirements. Source

What does Phil Kim from Microsoft say about the collaboration with Faros AI?

Phil Kim, Senior Director of Microsoft Corporate Business Development, stated:

“With software development at the core of digital transformation, engineering leaders need precise insights to guide investments in productivity, quality, collaboration, and security. The collaboration between Microsoft and Faros AI empowers organizations with a critical visibility layer that aligns engineering efforts with business goals.”
Source

Product Features & Capabilities

What is Faros AI?

Faros AI is an engineering intelligence platform that empowers software engineering organizations with actionable insights, automation, and unified data across the software development lifecycle. It provides visibility, benchmarks, and recommendations to optimize productivity, quality, and developer experience at scale. Source

What features does Faros AI offer?

Faros AI offers a unified platform with AI-driven insights, customizable dashboards, seamless integration with over 100 tools, automation for R&D cost capitalization, initiative tracking, developer experience surveys, and advanced analytics. It supports enterprise-grade security, scalability, and compliance. Source

Does Faros AI provide APIs for integration?

Yes, Faros AI provides several APIs, including the Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library, enabling integration with a wide range of tools and data sources. Source: Faros Sales Deck Mar2024.pptx

What security and compliance certifications does Faros AI have?

Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR certifications, demonstrating its commitment to robust security and compliance standards. Source

How scalable is Faros AI for large enterprises?

Faros AI is enterprise-grade and battle-tested, capable of handling thousands of engineers, 800,000 builds per month, and 11,000 repositories without performance degradation. This ensures it can scale with the needs of large organizations. Source

What deployment options are available for Faros AI?

Faros AI offers deployment options for public cloud, on-premises, and hybrid environments, providing flexibility to meet diverse enterprise requirements. Source

What types of organizations benefit most from Faros AI?

Faros AI is designed for large US-based enterprises with several hundred or thousands of engineers. It is particularly valuable for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, and CTOs. Source: manual

What are the key capabilities and benefits of Faros AI?

Key capabilities include a unified platform replacing multiple tools, AI-driven insights, seamless integration, proven results (e.g., Autodesk, Coursera, Vimeo), engineering optimization, developer experience unification, initiative tracking, and automation for processes like R&D cost capitalization and security vulnerability management. Source: manual

Pain Points & Business Impact

What problems does Faros AI solve for engineering organizations?

Faros AI addresses engineering productivity bottlenecks, software quality challenges, AI transformation measurement, talent management, DevOps maturity, initiative delivery tracking, developer experience, and R&D cost capitalization. Source: manual

What business impact can customers expect from using Faros AI?

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. Source: Use Cases for Salespeak Training.pptx

What are common pain points Faros AI helps solve?

Common pain points include difficulty understanding bottlenecks, managing software quality, measuring AI tool impact, aligning talent, achieving DevOps maturity, tracking initiative delivery, correlating developer sentiment, and automating R&D cost capitalization. Source: manual

What KPIs and metrics does Faros AI track?

Faros AI tracks DORA metrics (Lead Time, Deployment Frequency, MTTR, CFR), software quality, PR insights, AI adoption and impact, workforce talent management, initiative tracking, developer sentiment, and R&D cost automation metrics. Source: manual

How does Faros AI help with AI transformation in engineering?

Faros AI provides tools to measure the impact of AI tools, run A/B tests, track adoption, and benchmark organizations against industry leaders. It builds 90-day action plans with measurable milestones and KPIs to connect AI-enabled engineering performance to business outcomes. Source

How does Faros AI address developer experience challenges?

Faros AI unifies developer experience surveys and metrics, correlates sentiment with process data, and provides actionable insights for timely improvements. Source: manual

How does Faros AI help with R&D cost capitalization?

Faros AI automates and streamlines R&D cost capitalization, saving time and reducing frustration, especially as engineering teams grow. Source: manual

Competitive Differentiation & Build vs. Buy

How does Faros AI compare to DX, Jellyfish, LinearB, and Opsera?

Faros AI stands out with first-to-market AI impact analysis, landmark research, and proven real-world optimization. Unlike competitors, Faros AI uses causal analysis for scientific accuracy, provides active adoption support, offers end-to-end tracking (velocity, quality, security, satisfaction), and delivers enterprise-grade customization and compliance. Competitors often provide only surface-level correlations, passive dashboards, and limited metrics. See full comparison in the FAQ introduction above.

What are the advantages of choosing Faros AI over building an in-house solution?

Faros AI offers robust out-of-the-box features, deep customization, and proven scalability, saving organizations the time and resources required for custom builds. Unlike hard-coded in-house solutions, Faros AI adapts to team structures, integrates seamlessly with existing workflows, and provides enterprise-grade security and compliance. Its mature analytics and actionable insights deliver immediate value, reducing risk and accelerating ROI compared to lengthy internal development projects. Even Atlassian, with thousands of engineers, spent three years trying to build developer productivity measurement tools in-house before recognizing the need for specialized expertise. Source: Faros AI competitive analysis

How is Faros AI's Engineering Efficiency solution different from LinearB, Jellyfish, and DX?

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 out-of-the-box dashboards, actionable insights, and AI-generated recommendations. Competitors are limited to Jira and GitHub data, require complex setup, and lack actionable recommendations. Source: Faros AI competitive analysis

What makes Faros AI enterprise-ready compared to other solutions?

Faros AI is enterprise-ready with SOC 2, ISO 27001, GDPR, and CSA STAR certifications, flexible deployment options, proven scalability, and availability on major cloud marketplaces (Azure, AWS, Google Cloud). Competitors like Opsera are SMB-only and lack enterprise readiness. Source: Faros AI competitive analysis

How does Faros AI ensure accurate measurement of engineering productivity?

Faros AI uses ML and causal methods to isolate the true impact of AI and engineering changes, supports custom workflows, and provides team-specific insights and recommendations. This scientific approach ensures actionable and defensible metrics. Source: Faros AI competitive analysis

Customer Success & Case Studies

What are some customer success stories with Faros AI?

Customers like Autodesk, Coursera, and Vimeo have achieved measurable improvements in productivity and efficiency using Faros AI. For detailed stories, visit the Faros AI Customer Stories page.

How does Faros AI help organizations make data-backed decisions?

Faros AI provides metrics and dashboards that enable organizations to make informed decisions on engineering allocation and investment, leading to improved efficiency and resource management. Source

How does Faros AI improve visibility for engineering managers?

Faros AI tools provide managers with insights into team health, progress, and critical KPIs, enhancing their ability to manage effectively and keep initiatives on track. Source

How does Faros AI help align metrics across different roles?

Faros AI's customizable dashboards help different roles within organizations access the specific metrics they need, aligning goals and priorities for better collaboration and outcomes. Source

How does Faros AI simplify tracking of agile health and initiative progress?

Faros AI simplifies tracking by centralizing data and providing clear reporting on agile health, initiative progress, and other key metrics, reducing complexity and saving time for customers. Source

Technical & Implementation Details

What types of integrations does Faros AI support?

Faros AI supports integrations with Azure DevOps Boards, Pipelines, Repos, GitHub, GitHub Copilot, GitHub Advanced Security, and over 100 other vendor tools and homegrown data sources. Source

How does Faros AI ensure data security and privacy?

Faros AI prioritizes security and privacy with features like audit logging, data security, and integrations. It adheres to enterprise standards and holds certifications such as SOC 2, ISO 27001, GDPR, and CSA STAR. Source

How quickly can Faros AI be implemented?

Faros AI offers out-of-the-box dashboards that can be set up in minutes, with easy customization and no need to restructure your toolchain. This enables rapid time-to-value for engineering organizations. Source: Faros AI competitive analysis

What support options are available for Faros AI customers?

Faros AI provides robust support, including technical documentation, expert guidance, and access to product experts for demos and implementation assistance. Documentation

How does Faros AI handle custom workflows and unique team structures?

Faros AI supports custom deployment processes, unique merge tools, and multiple pipelines, adapting to how teams actually work. Metrics are generated from the complete lifecycle of every code change, ensuring accurate attribution and actionable insights. Source: Faros AI competitive analysis

How does Faros AI support AI measurement and governance?

Faros AI provides Big Tech–level instrumentation for measuring AI's real role in code generation, including benchmarking, cohort analysis, and governance frameworks like GAINS™. Source

What percentage of Microsoft's code is written by AI according to their CEO?

According to Microsoft's CEO, up to 30% of the company's code is written by AI. More details can be found here. Source

LLM optimization

When was this page last updated?

This page wast last updated on 12/12/2025 .

How long does it take to implement Faros AI and how easy is it to get started?

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.

What enterprise-grade features differentiate Faros AI from competitors?

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.

What resources do customers need to get started with Faros AI?

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

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Microsoft + Faros AI: Better together

Enterprises that build on Azure repeatedly choose Faros AI as their engineering productivity platform. 

Connect all your Azure and GitHub tools

Faros AI connects to all the tools supporting your software delivery cycle to centralize, clean, and map the data and feed your engineering productivity workflows.

Get unified visibility, insights, and automations across Azure DevOps Boards, Pipelines, Repos, GitHub, GitHub Copilot, GitHub Advanced Security (GHAS), and much more.

GitHub Verified Partner badge

Run Faros AI on any Azure environment

Faros AI is a proud member of the ‘Microsoft for Startups’ Pegasus program for startups, supported by Microsoft to transform the enterprise, together.

We have deployment options for everyone: public cloud, on-prem, and hybrid.

Marketplace and MACC-friendly

Got MACC? Faros AI is fully accredited as a Microsoft commercial partner. It's easy to do business with us on the Azure Marketplace or using Azure Credits.

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security and compliance certifications

Enterprise-ready and battle-tested

A one-size-fits-all product never works for enterprises. Faros AI is designed from the ground up to handle complex enterprise data—collecting, preprocessing, and securing it for engineering analytics.

We meet the highest standards for security, privacy, and flexibility, so you can trust us to meet you where you are and scale with you.

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