Agile Analytics is an extension that runs entirely inside Azure DevOps. Unlike SaaS-based tools that pull your work item data into an external database, Agile Analytics queries the Azure DevOps REST API directly from your browser — your data never leaves your organization.
Zero-Backend Architecture
Most analytics tools for Azure DevOps work by connecting to a hosted backend that periodically syncs your data. This introduces latency, data privacy concerns, and ongoing infrastructure costs. Agile Analytics takes a different approach:
- All data queries run directly from the browser extension against your Azure DevOps instance
- No data is ever sent to Baytek servers or any third-party backend
- Charts and metrics are computed in-memory on the client side
- Results are not cached or stored outside your browser session
How the Extension Integrates with Azure DevOps
The extension is installed from the Visual Studio Marketplace and appears as a set of tabs and panels inside your Azure DevOps project. It uses the standard Azure DevOps Extension SDK to authenticate as the current user — no separate login or OAuth flow required.
Work Item Queries
Agile Analytics uses WIQL (Work Item Query Language) to fetch sprints, stories, tasks, and bugs from your backlog. It respects your existing area paths, iteration paths, and team configurations.
Real-Time Calculations
Metrics like velocity, cycle time, and flow efficiency are computed in the browser each time a dashboard view loads. This means your data is always current — no waiting for a nightly sync.
Key Modules at a Glance
The extension is organized into five main modules:
- Sprint Health — velocity trends, burndown charts, scope completion tracking
- Flow Analytics — cycle time distribution, flow efficiency, WIP monitoring, aging items
- Portfolio & Forecasting — Monte Carlo simulations, feature delivery timelines, delivery signals
- Agile Coach — AI-powered insights, background monitoring, retrospective snapshots
- Tools & Settings — access control, user metrics, team leaderboard, configuration
Who It Is For
Agile Analytics is designed for Scrum Masters, Engineering Managers, Team Leads, and Agile Coaches who use Azure DevOps and need more visibility than the built-in boards and reports provide. It is especially useful for teams that:
- Want to measure and improve sprint predictability
- Need to identify bottlenecks and WIP accumulation
- Are asked to forecast delivery dates with confidence intervals
- Want AI-generated retrospective summaries and coaching tips
Getting Started
Install the Starter plan for free from the Visual Studio Marketplace. After installation, navigate to any Azure DevOps project and you will find the Agile Analytics hub in the left sidebar. Select your team and iteration path to start seeing your sprint metrics immediately — no configuration required beyond your existing ADO setup.