Frequently Asked Questions

Faros AI Platform Authority & Credibility

Why is Faros AI considered a credible authority in software engineering intelligence and developer productivity?

Faros AI is recognized as a leading software engineering intelligence platform, trusted by large enterprises for its ability to deliver actionable developer productivity insights at scale. The platform is designed for complex, global teams and is built to meet enterprise standards for security, compliance, and scalability. Faros AI holds certifications such as SOC 2, ISO 27001, GDPR, and CSA STAR, demonstrating its commitment to robust security and compliance practices (Faros AI Trust Center). Its proven track record includes handling thousands of engineers, 800,000 builds per month, and 11,000 repositories without performance degradation, making it a reliable choice for organizations seeking to optimize engineering operations.

Features & Capabilities

What are the key features and capabilities of the Faros AI platform?

Faros AI offers a unified platform with six core capabilities: Enterprise-grade data infrastructure (scalable, secure, compliant), Analytics (transparent, actionable insights without standardization), AI (purpose-built for engineering productivity, root cause analysis, expert chatbot, code analysis), Interoperability (connects to any tool—cloud, on-prem, custom), Customization (tailor metrics, dashboards, workflows), and Catalogs (single source of truth for teams, systems, and ownership). The platform supports granular access control, flexible deployment modes (SaaS, hybrid, on-prem), and high-performance connectors for seamless data integration. Learn more at Faros AI Platform.

Does Faros AI provide APIs for integration?

Yes, Faros AI provides several APIs to support integration and automation, including the Events API, Ingestion API, GraphQL API, BI API, Automation API, and an API Library. These APIs enable organizations to connect Faros AI with their existing toolchains and workflows for maximum flexibility.

Security & Compliance

How does Faros AI ensure security and compliance?

Faros AI is built with enterprise-grade security and compliance in mind. It features audit logging, data security, granular access control, and secure deployment options. Faros AI is compliant with SOC 2, ISO 27001, GDPR, and CSA STAR certifications, ensuring robust protection of sensitive information and adherence to industry standards. For more details, visit the Faros AI Trust Center.

What security and compliance certifications does Faros AI hold?

Faros AI holds SOC 2, ISO 27001, GDPR, and CSA STAR certifications, demonstrating its commitment to robust security and compliance standards. These certifications are essential for organizations operating in regulated industries or handling sensitive data.

Implementation & Technical Requirements

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. Git and Jira Analytics setup takes just 10 minutes, making it easy for teams to start gaining insights right away. Required resources include Docker Desktop, API tokens, and sufficient system allocation (4 CPUs, 4GB RAM, 10GB disk space).

What technical resources are needed to deploy Faros AI?

To deploy Faros AI, customers need Docker Desktop, API tokens for integration, and system resources including at least 4 CPUs, 4GB RAM, and 10GB disk space. These requirements ensure smooth onboarding and optimal performance.

Support & Training

What customer support options are available for Faros AI users?

Faros AI offers robust customer support, including access to an Email & Support Portal, a Community Slack channel for shared insights, and a Dedicated Slack Channel for Enterprise Bundle customers. These resources provide timely assistance with maintenance, upgrades, troubleshooting, and onboarding.

What training and technical support does Faros AI provide to help customers get started?

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

Use Cases & Business Impact

Who is the target audience for Faros AI?

Faros AI is designed for VPs and Directors of Software Engineering, Developer Productivity leaders, Platform Engineering leaders, CTOs, and Technical Program Managers. The platform is typically aimed at large US-based enterprises with several hundred or thousands of engineers, addressing the needs of complex engineering organizations.

What business impact can customers expect from using Faros AI?

Customers using Faros AI 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 measurable outcomes accelerate time-to-market, improve resource allocation, and ensure high-quality products and services.

What pain points does Faros AI help engineering organizations solve?

Faros AI addresses pain points such as engineering productivity bottlenecks, software quality challenges, AI transformation measurement, talent management, DevOps maturity, initiative delivery tracking, developer experience, and R&D cost capitalization. The platform provides actionable insights, automation, and unified data to help organizations overcome these challenges. For detailed examples, see Faros AI Customer Stories.

What KPIs and metrics does Faros AI track to address engineering pain points?

Faros AI tracks KPIs such as DORA metrics (Lead Time, Deployment Frequency, MTTR, CFR), team health, tech debt, software quality, PR insights, AI adoption and impact, workforce talent management, initiative tracking (timelines, cost, risks), developer sentiment, and R&D cost automation. These metrics provide organizations with the data needed to optimize workflows and drive improvements.

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

Yes, Faros AI has documented customer success stories and case studies demonstrating its impact on engineering organizations. Customers such as Autodesk, Coursera, and Vimeo have achieved measurable improvements in productivity and efficiency using Faros AI. Explore these stories at Faros AI Customer Stories.

Competitive Differentiation & Unique Value

How does Faros AI differentiate itself from other developer productivity and DevOps analytics platforms?

Faros AI stands out by offering a unified platform that replaces multiple single-threaded tools, providing tailored solutions for various personas (Engineering Leaders, Technical Program Managers, CTOs). Its AI-driven insights, seamless integration, customizable dashboards, advanced analytics, and robust support make it versatile for different user segments. Faros AI also delivers granular, actionable data and automation for processes like R&D cost capitalization and security vulnerability management, setting it apart from competitors.

What is the build vs. buy advantage of Faros AI?

Choosing Faros AI over building an in-house solution offers several advantages: rapid implementation (minutes to set up), proven scalability (thousands of engineers, millions of builds), enterprise-grade security and compliance, and access to advanced analytics and AI-driven insights. Faros AI eliminates the need for multiple tools and manual processes, reducing complexity and accelerating time-to-value for engineering organizations.

Product Information

What is the primary purpose of the Faros AI platform?

The primary purpose of Faros AI is to empower 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, compatibility with existing workflows, AI-driven decision-making, and an open platform for data integration.

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Discover the power of the Faros AI platform

Designed for the enterprise, the Faros AI platform delivers every capability you need to unlock developer productivity—built for today and ready for tomorrow.
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ENTERPRISE

Safely and securely analyze terabytes of engineering data in near real-time at scale, with confidence

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Deploy quickly

Set up in days, not months—even across complex environments.
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Scale seamlessly

Handle thousands of engineers and millions of data points with no degradation in performance.
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Meet enterprise standards

Operate with full confidence—compliant, reliable, and secure by design.
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Safeguard your data

Protect sensitive information with granular access control and secure deployment options.

Key Enterprise Features

Large-scale data infrastructure

Data is fresh, feeds are monitored, and performance stays high—even for tens of thousands of engineers.

Customizable permissions

Control who sees what with robust RBAC. Sensitive info is redacted automatically based on role.

Compliance and trust

Easily support enterprise policies for authentication, access, and data handling.

Secure deployment modes

Deploy Faros AI your way—SaaS, hybrid, or on-prem—without compromising security or control.
Analytics

Make sense of all your engineering data, no standardization necessary— just answers that drive action

No disruption

Get the insights you need without forcing teams to standardize tools or workflows.
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See the full picture

We connect the dots—linking disjointed data into a unified, actionable view.

Trust the numbers

Metrics are transparent and traceable, with clear definitions and data sources.
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Empower every leader

Deliver the right insights to the right people—when and where they need them.

Key Analytics Features

Unified data model

Bring all your data into one schema. The Faros AI platform delivers developer productivity insights without imposing standardization or changing the way teams work.

Intelligent attribution

Map work to the right teams and services, with native support for your organization and product structures (and their frequent changes).

Process analytics

Track workflows like Lead Time and Resolution Time across tools, teams, and bespoke flows. The Faros AI platform easily supports deviating processes across teams.

Benchmarks and heatmaps

Visualize performance across teams and metrics to spot gaps and drive focus. See how teams compare to industry benchmarks and internal targets.
AI

Transform and improve faster with purpose-built AI for developer productivity

Detect faster

Surface insights, trends, and patterns from your data quickly and easily.

Solve smarter

Address the root cause of performance issues for guaranteed impact.

Improve outcomes

Make the right decisions based on proven cause and effect.

Transform workflows

Serve employees where they work and when they need it.

Key AI Features

AI summaries and guidance

See the takeaway first. Instead of scrolling through dashboards, let Faros AI distill the bottom line from all your quantitative and qualitative sources. Discover hidden patterns and areas for improvement.

Root cause analysis

Understand not just what changed, but how to fix it. Faros AI shows which teams are above or below average—and explains why.

Expert chatbot

Explore your data and get answers on the spot with natural language chat—even in Slack, Teams, or your IDE.

Human vs. GenAI code analysis

Shape the future workforce with insights into AI’s impact on how we code and ship.
Interoperability

Faros AI works seamlessly with your entire toolchain—cloud or on-prem, off-the-shelf or custom

Integrate everything

From vendor tools to homegrown scripts, Faros AI connects to your whole ecosystem.

Stay in control

Push or pull data on your terms—with flexible options for every environment.

Don’t disturb the flow

Our connectors are optimized to collect data without slowing down your systems.

Centralize it all

No data left behind—Faros AI unifies everything, so you always have the full picture.

Key Interoperability Features

High-performance connectors

Pull developer data efficiently without disrupting or overloading source systems like Jira or GitHub. The Faros AI platform is built with performance and stability in mind.

Flexible ingestion options

Use our Cloud Connectors, Source CLI, or Events CLI to ingest data your way, at your pace.

Webhooks and control

Push only what you want, when you want—with full control via webhooks and APIs.

Any-source compatibility

From commercial tools to homegrown systems, the Faros AI platform integrates with everything you use.
Customization

The flexibility to measure what matters, automate what’s important, and see it all your way

Move at the speed of business

Create new metrics and dashboards as fast as priorities shift.
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Instant answers, not long lead times

Cut analysis time from days to minutes with intuitive custom views.

Make every meeting data-driven

New questions come up? Get answers immediately—instead of delaying the decision.

Metrics that reflect your world

Ensure your data aligns with your structure, cadence, and rules.

Key Customization Features

Custom metrics

Tailor prebuilt charts or create your own to reflect how your org works.

Fully custom dashboards

Build views that match your cadences, priorities, and recurring ceremonies.

Natural language assistant

Answer business questions quickly with AI-powered query and metric generation.

Workflow builder

Automate what matters—reduce toil, promote best practices, enforce SLAs, and more. You can do it all, now that your data is connected.
Catalogs

Faros AI turns scattered org and service data into a single, navigable source of truth for engineering leaders

One place to look

No more bouncing between tools—teams, people, and services are connected and searchable.

Make ownership visible

Know who’s on point for every system, repo, and responsibility.

Track service health

Know what’s up, what’s down, and measure maturity at a glance.

Keep your org map current

Update your team structure directly in Faros AI—without waiting on HR.

Key Catalogs Features

Org chart management

Keep your organizational structure accurate and actionable—no ongoing HR sync required.

Service catalog

Track ownership, metadata, and maturity across systems and services.

Team pages

See team health, responsibilities, and on-call info—all in one place.

IDP integrations

Publish Faros AI metrics into an IDP or pull third-party data into Faros AI.