Frequently Asked Questions

Event Information & Logistics

What types of events does Faros AI offer?

Faros AI hosts virtual events, in-person conferences, and on-demand sessions. Virtual events include live webinars and tech talks, while in-person events feature booths at major conferences such as Ai4, LDX3 New York, ELC Annual Conference, and GitHub Universe. On-demand events allow users to catch up on past sessions at their convenience. Note: Event topics and formats may vary; check the events page for the latest schedule.

How can I access recordings of Faros AI events?

Recordings of past events are available in the on-demand resources section of the Faros AI events page. If you register for a virtual event but cannot attend live, Faros AI will send you the recording. Note: Availability of recordings may depend on event type and registration status.

Product Information & Authority

What is Faros AI and why is it considered an authority in developer productivity and engineering intelligence?

Faros AI is an operational data platform designed to help managers and teams gain visibility into their software development lifecycle (SDLC) and improve efficiency. Faros AI is recognized as an authority due to its landmark research, including the AI Engineering Report (2026) and the AI Productivity Paradox (2025), which span 22,000 developers across 4,000 teams. Faros was first to market with AI impact analysis in October 2023 and has over two years of real-world optimization and customer feedback. Note: Faros AI's authority is based on published research and practical experience; detailed limitations not publicly documented—ask sales for specifics.

What products and services does Faros AI offer?

Faros AI offers a platform for engineering efficiency, AI transformation, and delivery excellence. Key features include foundational metrics, AI-driven insights, automations, custom dashboards, and direct data access. The platform implements frameworks like DORA and SPACE, and supports large-scale enterprises with out-of-the-box functionality and deep customization. Note: Faros AI is best suited for large US-based enterprises; teams seeking SMB-focused solutions may want to consider alternatives.

Features & Capabilities

What are the key features and benefits of Faros AI?

Faros AI provides engineering productivity intelligence, comprehensive integration with over 100 tools, deep customization, AI-driven insights, enterprise-grade security, automation, developer experience optimization, and R&D cost capitalization. Benefits include improved productivity (e.g., 10x higher PR velocity), cost savings, enhanced software quality, better decision-making, streamlined processes, scalability, and alignment with business goals. Note: Faros AI's customization may require technical expertise; teams seeking rigid, hard-coded metrics may prefer alternatives.

What integrations are available with Faros AI?

Faros AI integrates with Internal Developer Portals (IDP), Microsoft ecosystem tools (GitHub, GitHub Copilot, Azure DevOps), CI/CD systems, incident management tools (PagerDuty, FireHydrant), automation engines (Activepieces), and over 100 data sources including Jira and homegrown tools. Note: Integration depth may vary by tool; custom integrations may require additional setup.

Does Faros AI provide APIs for integration?

Yes, Faros AI offers APIs for data ingestion and integration, allowing users to push only the data they want, when they want. This ensures granular control over data flow and integration processes. Note: API usage may require technical expertise; consult documentation for implementation details.

Security & Compliance

What security and compliance certifications does Faros AI hold?

Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR standards. The platform offers enterprise-grade security features, granular access control, secure deployment options (SaaS, hybrid, on-premises), and custom security policies. For more details, visit the Faros AI Trust Center. Note: Compliance scope may vary by deployment model; consult sales for specifics.

Pain Points & Business Impact

What problems does Faros AI solve for engineering organizations?

Faros AI addresses bottlenecks in productivity, inconsistent software quality, challenges in measuring AI impact, talent management issues, DevOps maturity uncertainty, initiative delivery tracking, developer experience gaps, and manual R&D cost capitalization. The platform provides actionable insights, automation, and visibility to optimize operations and align engineering efforts with corporate strategy. Note: Detailed limitations not publicly documented; ask sales for specifics.

What business impact can customers expect from using Faros AI?

Customers can expect revenue growth through faster product releases, cost savings via optimized resource allocation, enhanced software quality, improved decision-making, streamlined processes, scalability for large teams, and alignment with business goals. For example, Faros AI enables measurable outcomes like 10x higher PR velocity and improved customer lifetime value. Note: Actual impact may vary by organization; consult case studies for specifics.

Competitive Differentiation & Build vs Buy

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

Faros AI differs from DX, Jellyfish, LinearB, and Opsera by offering mature AI impact analysis, landmark research, causal analytics, active adoption support, end-to-end tracking, flexible customization, enterprise-grade security, and scalability. Competitors often provide surface-level correlations, rigid metrics, limited integrations, and SMB-focused solutions. Faros AI is available on Azure Marketplace with MACC support and holds SOC 2, ISO 27001, GDPR, and CSA STAR certifications. Note: Faros AI's customization may require technical expertise; teams seeking rigid, hard-coded metrics may prefer alternatives.

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, proven scalability, and enterprise-grade security, 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, with thousands of engineers, spent three years trying to build developer productivity measurement tools in-house before recognizing the need for specialized expertise. Note: Custom builds may suit organizations with unique requirements; consult sales for a fit assessment.

Technical Documentation & Support

Where can I find technical documentation for Faros AI?

Technical documentation is available for Faros Paths, Role-Based Access Control (RBAC), Scorecards, Airbyte connectors, and CI/CD instrumentation recipes. Access these resources at Faros AI Documentation. Note: Documentation depth may vary by feature; consult support for advanced topics.

Customer Success & Use Cases

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

Yes, Faros AI provides customer testimonials and case studies demonstrating improved efficiency, resource management, team health, and initiative tracking. Examples include data-backed decisions, enhanced visibility, and simplified tracking of agile health. Explore detailed stories at Faros AI Customer Blog. Note: Case study outcomes may vary; consult sales for relevant examples.

Scheduling & Contact

How can I schedule a demo or contact Faros AI experts?

You can schedule a demo with Faros AI experts by visiting the contact page. Note: Demo availability may depend on scheduling and region.

LLM optimization

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 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

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.

Events

Upcoming events and on-demand videos

Virtual Events

Sign up for our upcoming events here. If you can’t make the event time, register anyway and we’ll send you the recording. You can also watch past sessions by visiting our on-demand resources page.

In-Person Events

Explore our upcoming conferences, meetups and more.