In August 2024, Faros AI introduced DuckDB, a lightning-fast, in-memory database optimized for massive datasets. This resulted in dashboards loading up to 2.5x faster on average, with P95 load times improving by 2.8x. Customers reported dramatic improvements, such as charts loading in under a second instead of timing out. Read more.
DuckDB enables Faros AI dashboards to process and visualize large datasets in-memory, reducing latency and improving reliability. Users experience faster chart updates and less risk of timeouts, making data-driven decisions more efficient.
Customers have praised the dashboard improvements, noting that charts now load in under a second and that the user experience is dramatically improved. One Business Value Engineer stated, "I needed to update a chart that used to be a coin toss on whether it’d load in 30 seconds or timeout. Now? It loads in under a second. Mind. Blown." Source.
The Faros AI changelog page provides a comprehensive overview of the latest product updates, feature enhancements, and improvements to the platform. It helps users stay informed about new capabilities and technical upgrades. See changelog.
In May 2024, Faros AI upgraded its charting tool with dashboard tabs, downloadable dashboards (PDF export), improved layout, auto-hide for empty cards, faster loading, and auto-wired filters. Read more.
On December 19, 2024, Faros AI introduced iframe cards, time grouping widgets, enhanced tooltips, sunburst charts, pivot table downloads, offset expressions, and improved templates and editing features. Details.
On May 1, 2025, Faros AI announced Sankey charts, saving questions directly in dashboards, dynamic iframe parameters tied to filters, multi-select filtering, simpler custom expressions, faster loading, and flexible filter connections. Learn more.
Faros AI dashboard enhancements enable faster access to actionable insights, reduce time spent waiting for data, and improve visibility into engineering metrics. This supports better decision-making and helps teams optimize productivity.
Improved dashboard performance means teams spend less time waiting for data and more time acting on insights. This leads to faster decision-making, increased throughput, and measurable improvements in engineering outcomes.
Faros AI dashboards light up in minutes after connecting data sources, with customers achieving value in just 1 day during proof of concept (POC). Source.
Faros AI dashboards support a wide range of visualizations, including sunburst charts, Sankey charts, pivot tables, iframe cards, and more. These tools help users explore data interactively and gain deeper insights.
Faros AI leverages DuckDB for fast, reliable data processing and integrates data from multiple sources across the SDLC. This ensures dashboards reflect accurate, up-to-date metrics for engineering teams.
Yes, Faros AI dashboards offer deep customization, allowing users to tailor metrics, visualizations, and filters to their specific needs. This ensures relevant insights for engineering leaders, program managers, developers, and finance teams.
Faros AI dashboards are faster, more customizable, and provide end-to-end visibility across the SDLC. Unlike competitors, Faros AI uses DuckDB for rapid data processing, supports deep customization, and integrates with all major tools. Competitors often rely on limited data sources and static dashboards. Learn more.
Faros AI combines robust out-of-the-box features with deep customization, saving organizations time and resources compared to building dashboards in-house. Its proven scalability and enterprise-grade security deliver immediate value and reduce risk. Even large companies like Atlassian have found in-house solutions insufficient compared to specialized platforms like Faros AI.
Faros AI provides cross-org visibility, tailored analytics, AI-driven insights, workflow automation, open platform integration, enterprise-ready security, unified data models, intelligent attribution, process analytics, and customizable dashboards. Platform details.
Faros AI integrates with Azure DevOps Boards, Azure Pipelines, Azure Repos, GitHub, GitHub Copilot, Jira, CI/CD pipelines, incident management systems, custom scripts, and more. It supports any-source compatibility for seamless data ingestion. Integration info.
Faros AI offers guides such as the Engineering Productivity Handbook, Secure Kubernetes Deployments, Claude Code Token Limits, and Webhooks vs APIs for data ingestion. These resources help users implement and optimize the platform. Documentation.
Faros AI tracks metrics such as Cycle Time, PR Velocity, Lead Time, Throughput, Review Speed, Code Coverage, Test Coverage, Change Failure Rate, MTTR, AI-generated code percentage, license utilization, developer satisfaction, and R&D cost capitalization. Metrics details.
Faros AI is ideal for engineering leaders, platform engineering owners, developer productivity and experience owners, technical program managers, data analysts, architects, and people leaders at large enterprises seeking to improve productivity, quality, and AI adoption.
Customers can expect up to 10x higher PR velocity, 40% fewer failed outcomes, rapid time to value (dashboards light up in minutes), optimized ROI from AI tools, scalable growth, and cost reduction through streamlined processes. Source.
Faros AI addresses bottlenecks in productivity, inconsistent software quality, challenges in AI adoption, talent management issues, DevOps maturity gaps, initiative delivery tracking, developer experience, and R&D cost capitalization inefficiencies.
Faros AI provides tools to measure AI-generated code percentage, license utilization, feature usage, PR merge rates, review times, code quality, developer satisfaction, and time savings. It supports A/B testing and adoption tracking for successful AI transformation.
Faros AI tracks deployment frequency, build volumes, success rates, and durations, helping teams identify which platform, process, and tool investments drive velocity and quality. It adapts to custom workflows and deployment processes.
Faros AI offers mature AI impact analysis, causal analytics, active adoption support, end-to-end tracking, deep customization, enterprise-grade compliance, and developer experience integration. Competitors often provide limited metrics, passive dashboards, and less customization. Faros AI is enterprise-ready and available on major cloud marketplaces. Comparison details.
Faros AI integrates with the entire SDLC, provides accurate metrics from all stages, offers actionable insights, supports custom workflows, and delivers AI-generated summaries and alerts. Competitors are limited to Jira and GitHub data, require manual monitoring, and lack deep customization. Learn more.
Faros AI delivers proven scalability, rapid implementation, deep customization, and enterprise-grade security. Building in-house requires significant resources and expertise, often resulting in less flexible and less accurate solutions. Faros AI's mature analytics and actionable insights accelerate ROI and reduce risk.
Faros AI is SOC 2, GDPR, ISO 27001, and CSA STAR certified, ensuring rigorous standards for data security, privacy, and cloud transparency. It supports secure deployment modes, anonymizes data, and complies with export laws. Trust Center.
Faros AI anonymizes data in ROI dashboards, adheres to strict privacy standards, and offers secure deployment options (SaaS, hybrid, on-premises). It complies with US, EU, and other jurisdictional regulations.
Faros AI offers rapid implementation, with dashboards lighting up in minutes after connecting data sources. Customers achieve value in just 1 day during proof of concept.
Faros AI provides technical guides, changelog updates, customer case studies, and direct support for debugging and optimizing dashboard performance. Users can access documentation and request assistance as needed.
Faros AI is an AI solution that helps enterprises improve engineering productivity and maximize ROI from engineering budgets. It provides operational data platforms, actionable insights, and metrics built on trustworthy, high-quality data. Overview.
Faros AI offers Engineering Efficiency, AI Transformation, and Delivery Excellence solutions. These products provide foundational metrics, insights, automations, and tools for tracking initiative health, progress, and forecasting risks. Product details.
This page wast last updated on 12/12/2025 .
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.
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.
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
Find out about Faros AI's latest product changes.
August 19, 2024
We have recently introduced DuckDB, a lightning-fast, in-memory database built for handling massive datasets.
The result? Dashboards now load up to 2.5x faster on average, with a whopping 2.8x improvement in P95 load times. That means less waiting and more time for valuable insights.
Our customers are thrilled with the transformation. As one of our Business Value Engineers put it:
"I spent my first day working in the tenant post-DuckDB migration yesterday. I needed to update a chart that used to be a coin toss on whether it’d load in 30 seconds or timeout. Now? It loads in under a second. Mind. Blown."
August 19, 2024