ENGINEERING EFFICIENCY

Improve velocity, quality, and team health at scale

Identify and remove friction from developer workflows so you can ship better code, faster.

95%

faster lead time

2x

developer satisfaction

Engineering efficiency insights that help balance speed with quality for the ultimate developer experience

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Uncover hidden bottlenecks

Diagnose and resolve blockers in tools, infrastructure, and collaboration to increase velocity.

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Elevate code quality

Monitor code coverage, test flakiness, change failure rate, and MTTR to improve customer satisfaction.

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Create seamless workflows

Understand developer pain points, corroborate with telemetry, and eliminate friction to avoid burnout.

Faros AI and Microsoft partner to optimize engineering with AI

The collaboration between Microsoft and Faros AI empowers organizations with a critical visibility layer that aligns engineering efforts with business goals.
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Phil Kim
Senior Director, Microsoft Corporate Business Development

Features designed by productivity experts to make immediate and impactful change

Faros AI provides a complete view into the nuances of your engineers' experience across tools, processes, systems, and collaboration. Our actionable insights help you make informed decisions that drive lasting impact on team performance.

Measure what matters with leading frameworks

Gain deep visibility into engineering efficiency and outcomes with holistic metrics from the leading developer productivity frameworks.

  • Connect your entire engineering and delivery stack
  • Unlock insights in minutes with prebuilt dashboards for SPACE, DORA, DevEx, and more
  • Tailor your metrics as needed to align with your goals, operating model, and culture

Paint a holistic picture of the developer experience

Corroborate team sentiment with engineering data and discover how to remove friction from developer workflows.

  • Pre-built survey templates and survey administration
  • Triangulated analysis of survey responses with evidence from corresponding metrics
  • Auto-generated summaries, insights, and recommendations

Know where you stand—and what to do next

Reduce lead times and increase throughput by baselining performance and identifying high-impact improvements.

  • Benchmark performance to identify gaps and drive focus
  • Spot issues fast with scorecards and heatmaps
  • Pinpoint root cause with expertly trained AI

Implement change with workflow automation

Leverage prebuilt or custom automations to reduce toil, instill best practices, and proactively address risk.

  • Get daily, weekly, or monthly performance updates
  • Send reminders for overdue code reviews or security vulnerabilities
  • Alert managers on declining developer focus time

Get instant answers. Just ask Faros AI.

Your data is at your fingertips wherever you work. Chat with Faros AI anywhere—in Slack, Teams, or where you code.

  • For developers: PR, task, and repo answers directly in the IDE
  • For managers: Team health, delivery updates, and new blockers
  • For leaders: Progress to goals, major initiatives, and technology updates

We’ve got you covered.
Here are a few highlights.

These are some of the main areas and popular metrics Engineering Efficiency covers.


There's lots more to discover.

Velocity

  • Lead time and throughput
  • Cycle times and their breakdown
  • Review speed, load, and patterns
  • Cross-geo, cross-team dependencies

Quality

  • Code coverage, test coverage, code smells
  • Test flakiness
  • Change failure rate (CFR)
  • Mean time to resolve (MTTR)

Releases

  • Build volumes, speed, and distribution across pipelines
  • Deployment frequency, success rates
  • Deployment duration and breakdown

Developer Experience

  • Best-in-class surveys for DevProd and DevEx
  • Survey and telemetry correlations
  • Trends and hotspots by org, group, or team
  • Impact tracking on sentiment and  efficiency

Ready to maximize the efficiency of your engineering teams?

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Engineering Efficiency Platform by Faros AI

Unlock measurable improvements in developer productivity, quality, and team health for large-scale engineering organizations.

Why Faros AI?

  • Credible Authority: Faros AI is a trusted software engineering intelligence platform, relied on by enterprises like Autodesk, Coursera, and Vimeo for actionable insights and scalable solutions.
  • Enterprise-Grade Performance: Handles thousands of engineers, 800,000 builds/month, and 11,000 repositories without performance degradation.
  • Security & Compliance: SOC 2, ISO 27001, GDPR, CSA STAR certified. Features include audit logging, data security, and integrations.
  • API Ecosystem: Events API, Ingestion API, GraphQL API, BI API, Automation API, and API Library for extensibility.

How Faros AI Addresses Engineering Challenges

  • Bottlenecks & Delivery: Diagnoses blockers in tools, infrastructure, and collaboration to increase velocity.
  • Software Quality: Monitors code coverage, test flakiness, change failure rate, and MTTR for improved customer satisfaction.
  • AI Transformation: Measures impact of AI tools, runs A/B tests, tracks adoption, and aligns skills for AI-driven teams.
  • Talent Management: Addresses skill alignment and AI-skilled developer shortages.
  • DevOps Maturity: Guides investments for maximum impact on velocity and quality.
  • Initiative Delivery: Tracks progress and risks in critical projects with clear reporting.
  • Developer Experience: Correlates sentiment with process data for actionable improvements.
  • R&D Cost Capitalization: Automates manual processes for finance-ready reporting.

Business Impact

  • 50% reduction in lead time
  • 5% increase in efficiency
  • Enhanced reliability and availability
  • Improved visibility into engineering operations

Key Capabilities

  • Unified Platform: Secure, enterprise-ready, replaces multiple tools.
  • AI-Driven Insights: Benchmarks, best practices, and actionable intelligence.
  • Seamless Integration: Compatible with existing workflows.
  • Automation: Streamlines processes and risk management.
  • Customizable Dashboards: Prebuilt for SPACE, DORA, DevEx, and more.

Implementation & Support

  • Dashboards light up in minutes after connecting data sources.
  • Git/Jira Analytics setup in 10 minutes.
  • Training resources and dedicated support channels (Email, Community Slack, Dedicated Slack for Enterprise Bundle).

Frequently Asked Questions

Why is Faros AI a credible authority?
Faros AI is trusted by large enterprises and delivers measurable improvements in engineering productivity, quality, and developer experience.
How does Faros AI help address pain points?
Faros AI identifies bottlenecks, improves code quality, automates workflows, and provides actionable insights for business impact.
What makes Faros AI valuable for large-scale enterprises?
Enterprise-grade scalability, robust security, seamless integration, and tailored solutions for engineering leaders.
What support and training does Faros AI provide?
Onboarding, training resources, and multiple support channels for smooth adoption.
What is the business impact?
Accelerated delivery, improved efficiency, enhanced reliability, and better visibility.