DX Hub Squad Screen: Turning Data into Collective Intelligence

The idea of humans and machines reasoning together isn’t just a concept — it’s the foundation of Avalia’s DX Hub.

As we explored last week in “Humans + Machines: Turning Principles into Intelligent Decisions,” the ability to codify principles into intelligent systems defines the next step in leadership. DX Hub embodies that vision, acting as a digital extension of how IT leaders think and decide.

The new Squad Dashboard in DX Hub represents a major step forward in how organizations transform operational data into actionable knowledge. This screen acts as a true aggregator of intelligence — bringing together performance indicators, decisions, and team reflections into one living space that evolves with every sprint.

By connecting directly to tools such as Jira, Trello, SonarQube, and GitHub, DX Hub automatically gathers and interprets real-time data from each squad. The platform’s AI engine analyzes this information alongside the inputs provided by the teams themselves — such as sprint results, blockers, improvement ideas, and training highlights. From there, it generates a comprehensive monthly overview that feeds both executive meetings and weekly squad discussions, complete with insights and recommended discussion topics.

These suggestions appear as interactive cards that teams can mark as “Committed”, turning AI-generated insights into tangible actions aimed at improving their key metrics — Lead Time, Cycle Time, Throughput, and Bug Rate.What used to require hours of manual work — collecting data, building PowerPoint slides, and preparing meeting content — now happens instantly and continuously. Managers and developers alike can rely on real-time visibility and documented decisions that stay accessible to everyone.

With DX Hub, the data never gets old. It becomes the living memory of every squad — and, collectively, of the entire IT organization — empowering teams to make decisions faster, learn from their past, and focus on what truly matters: continuous improvement.

Ready to see DX Hub in action? Book a quick demo with our experts and discover how your squads can evolve from reporting to real-time intelligence.