Best Software Development Analytics Tools for ServiceNow

Planview Software Product Delivery Solution is a comprehensive enterprise platform that provides delivery intelligence by connecting strategy to execution across development toolchains. It integrates seamlessly with tools such as Azure DevOps, GitHub, and Jira to collect and unify real-time data from across teams. This allows organizations to gain full visibility into their delivery processes and make informed decisions. The platform includes features like cross-team dependency management, capacity planning, and agile planning at both team and portfolio levels. It enables users to analyze workflows, identify bottlenecks, and optimize delivery performance. Advanced analytics, including DORA metrics, provide insights into engineering efficiency and outcomes. AI-powered roadmapping helps align business objectives with execution strategies. The solution also supports connected OKRs to ensure teams stay aligned with organizational goals. Portfolio-level investment planning and scenario modeling allow leaders to evaluate different strategies. Risk signals are surfaced early through configurable thresholds and flow metrics. By replacing manual reporting with real-time dashboards, Planview improves transparency and decision-making. Ultimately, it helps enterprises deliver digital products more efficiently and with measurable impact.

Cortex is the Engineering Operations Platform that enables organizations to continuously improve their operational maturity and reduce developer friction. With centralized visibility, clear ownership, automated Scorecards, and golden paths, we help engineering organizations operate as one. Our customers – from startups to Fortune 100 enterprises – create a culture of engineering excellence, reducing incidents by 30% and improving MTTR by 50%, all while making it easier for developers to focus on building.

Harness is a comprehensive AI-native software delivery platform designed to modernize DevOps practices by automating continuous integration, continuous delivery, and GitOps workflows across multi-cloud and multi-service environments. It empowers engineering teams to build faster, deploy confidently, and manage infrastructure as code with automated error reduction and cost control. The platform integrates new capabilities like database DevOps, artifact registries, and on-demand cloud development environments to simplify complex operations. Harness also enhances software quality through AI-driven test automation, chaos engineering, and predictive incident response that minimize downtime. Feature management and experimentation tools allow controlled releases and data-driven decision-making. Security and compliance are strengthened with automated vulnerability scanning, runtime protection, and supply chain security. Harness offers deep insights into engineering productivity and cloud spend, helping teams optimize resources. With over 100 integrations and trusted by top companies, Harness unifies AI and DevOps to accelerate innovation and developer productivity.

Quality Clouds empowers technology leaders and their teams by restoring governance and control, enabling them to swiftly and safely produce low-code applications at scale. Enhance the quality and oversight of your application development efforts across various low-code SaaS platforms. Reduce the risks associated with low-code app creation and configuration. Recognize that low-code app development requires collaboration among team members. Our expanding partner ecosystem provides the diverse technology and expertise necessary for secure scaling. Effectively manage platform contributors while pinpointing training necessities. Streamline key resources through automated workflows and processes. Easily spot and rectify potential security vulnerabilities. Utilize automated alerts to save time by promptly informing you of production challenges, and generate reports featuring an array of KPIs and visual data. By automating tedious, repetitive tasks, you can concentrate on delivering enhanced functionality. Communicate issues to management more effectively and gain a thorough understanding of your platform’s architecture while automating code reviews. This comprehensive approach ultimately fosters a more efficient development environment.

Increase DevOps success throughout the enterprise. Reduce friction and take the risk out of moving fast to bring together IT operations and development. Scale enterprise DevOps while minimizing risks associated with moving at speed. Connect teams to ServiceNow to speed up software development. Automate administrative tasks and connect ops and development teams. To quickly achieve your business goals, extend DevOps' value. Integrate to increase visibility, connectivity, and traceability of existing toolchains and encourage collaboration. Automate approvals and change creation so that you can deliver innovation at your business's pace without compromising quality. You can develop and deploy quickly while reducing risk. Automately gather and connect information from DevOps toolchain to app and infrastructure changes. Also, maintain an audit trail. All in one place. Automatic ticketing and approval can be achieved by connecting development tools to change management.