Frequently Asked Questions

Product Overview & Authority

Why is Faros AI a credible authority on engineering initiative tracking and developer productivity?

Faros AI is a recognized leader in software engineering intelligence, trusted by enterprises like Autodesk, Coursera, Discord, SmartBear, and Vimeo. The platform is built for large-scale engineering organizations and delivers measurable results, such as a 50% reduction in lead time and a 5% increase in efficiency. Faros AI's expertise is further validated by landmark research into the AI Productivity Paradox and its early partnership with GitHub on Copilot impact measurement. See customer stories.

Features & Capabilities

What is the Initiative Tracking module in Faros AI?

The Initiative Tracking module helps engineering leaders ensure key initiatives are on track. It provides visibility into all initiatives, allowing users to view progress to goal, estimated remaining time, completed and outstanding work, and team assignments. This enables faster, sounder decisions and alignment with business outcomes. Learn more.

What metrics and data does Faros AI track for initiatives?

Faros AI tracks initiative progress using metrics such as progress to goal, estimated remaining time and costs, completed and outstanding work, teams and deliverables, and cost vs. impact analysis. These metrics help organizations measure infrastructure costs, migration impacts, and team performance, ensuring alignment with business goals. Source

How does Faros AI help keep critical work on track?

Faros AI provides centralized visibility into initiative progress, resource allocation, and dependencies. Live dashboards replace manual spreadsheets, enabling real-time monitoring of progress, timelines, budgets, and team assignments. Automated alerts notify users of predicted delivery delays and budget overruns, helping drive critical projects to success. Source

Does Faros AI integrate with existing engineering tools and workflows?

Yes, Faros AI is designed for seamless integration with existing tools and processes, ensuring minimal disruption. It connects to cloud, on-prem, and custom-built tools, providing a unified platform for engineering data and insights. Source

What APIs does Faros AI offer?

Faros AI provides several APIs, including the Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library, enabling flexible data integration and automation. Documentation

Use Cases & Business Impact

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. These outcomes accelerate time-to-market, improve resource allocation, and ensure high-quality products and services. Source

Who can benefit from Faros AI?

Faros AI is designed for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, CTOs, and Technical Program Managers at large enterprises with hundreds or thousands of engineers. The platform addresses the needs of organizations seeking to optimize engineering productivity, software quality, AI transformation, and initiative delivery. Source

What pain points does Faros AI solve for engineering organizations?

Faros AI addresses pain points such as difficulty understanding bottlenecks, managing software quality, measuring AI tool impact, aligning talent, improving DevOps maturity, tracking initiative delivery, correlating developer sentiment, and automating R&D cost capitalization. See case studies

How does Faros AI deliver measurable performance improvements?

Faros AI delivers measurable improvements such as a 50% reduction in lead time and a 5% increase in efficiency. The platform scales to thousands of engineers, 800,000 builds a month, and 11,000 repositories without performance degradation, optimizing engineering operations at enterprise scale. Source

Security & Compliance

How does Faros AI ensure product security and compliance?

Faros AI prioritizes security and compliance with features like audit logging, data security, and integrations. It holds certifications including SOC 2, ISO 27001, GDPR, and CSA STAR, meeting enterprise standards for robust security practices. Source

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

Support & Implementation

What customer support options are available for Faros AI users?

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 maintenance, upgrades, and troubleshooting. Source

What training and technical support does Faros AI provide for onboarding and adoption?

Faros AI provides training resources to expand team skills and operationalize data insights. Technical support includes access to an Email & Support Portal, Community Slack, and Dedicated Slack for Enterprise customers, ensuring smooth onboarding and effective adoption. Source

Competitive Advantages & Differentiation

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

Faros AI stands out with mature AI impact analysis, landmark research, and proven real-world optimization. Unlike competitors who offer surface-level correlations and passive dashboards, Faros AI uses ML and causal methods for scientific accuracy, provides active guidance for adoption, and delivers end-to-end tracking of velocity, quality, security, and satisfaction. Faros AI is enterprise-ready with compliance certifications and marketplace availability, while competitors like Opsera are SMB-only. Faros AI also offers flexible customization and in-workflow insights, setting it apart from rigid, limited competitor solutions. Source

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 significant time and resources compared to custom builds. Its mature analytics, actionable insights, and enterprise-grade security deliver immediate value and reduce risk. Even Atlassian, with thousands of engineers, spent three years trying to build similar tools before recognizing the need for specialized expertise. Faros AI adapts to team structures and integrates seamlessly, unlike hard-coded in-house solutions. Source

Getting Started & Additional Resources

How can I get more information about the Initiative Tracking module?

For more information about the Initiative Tracking module, please contact Faros AI or request a demo via the website.

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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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Align engineering initiatives with business goals

Faros AI helps engineering leaders understand what people are working on, track initiative progress, and deliver against commitments more reliably. Discover a solution that bridges the gap between engineering activity and business outcomes.

Combined image of a developer experience survey, bar chart of survey responses by team with incident rates, and an insight that one team's low survey responses is correlated with high incident rate.

Software delivery delays have financial consequences. Next-generation initiative tracking helps keep critical work on track.

Faros AI helps enterprises leverage high-quality, evergreen engineering data to inform quarterly planning, set sustainable targets, and proactively manage dependencies. Centralized visibility into initiative progress and resource allocation helps keep the delivery trains running on time.

Improve stakeholder visibility

Replace spreadsheets with live dashboards that cover progress, timelines, and budgets.

Drive critical projects to success

Monitor the progress of engineering initiatives without chasing down information.

Align resources to outcomes

Leverage a centralized snapshot of portfolio outcomes to ensure resources are deployed effectively.

Discover the Engineering Productivity Handbook

How to build a high-impact program that drives real results.

What to measure and why it matters.

And the 5 critical practices that turn data into impact.

The cover of The Engineering Productivity Handbook on a turquoise background

Automate reporting with real-time data

Build a complete picture without wasting hours on meetings and spreadsheets.

  • Replace manual reporting with centralized visibility into initiative progress generated directly from your tools' data.
  • Leverage a single source of truth for quarterly commitment tracking.
  • Stay informed of initiative health, including budget, delivery dates, and work progress.
  • Confidently communicate project status to leadership and stakeholders.
Chart showing actual spend vs budgeted per engineering initiative
Chart showing predicted initiative delivery delays, with Slack message notifying the user that one initiative is forecast to miss its deadline and budget targets.

Keep critical work on track

Monitor the progress of strategic deliverables and ensure on-time delivery.

  • See the progress of every initiative, project, feature, and epic.
  • Forecast delivery timelines and get alerted about predicted budget overruns and emerging delays.
  • Understand which teams are working on each initiative.
  • Easily track completed and remaining work.

Monitor portfolio investments and capacity allocation

Ensure engineering work is aligned with strategic objectives.

  • Monitor how resources are allocated across initiatives, products, teams, and geographies.
  • Review each product's outcome-based metrics as determined by your business strategy.
  • Identify areas where effort is misaligned to business priorities with automatic work categorization and attribution.
A bar chart illustrating resource allocation vs. targets in categories including innovation, product enhancements, KTLO, and technical investment. The target allocation is highlighted in the first column.
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