
Measures what is easy to count, not what matters
Velocity, burn-down, and ticket counts reward activity over value
Encourages gaming the metrics rather than improving the system
Reinforces old behaviours and cultures organisations want to change
Cannot support OKR reviews or strategic decision-making

Surfaces flow efficiency, cycle time, and blocker impact
Capacity utilisation visible by work type and team
Rewards value delivery, not just visible activity
Supports OKR reviews and strategic performance conversations
Drives genuine improvement in the delivery system
Lead Time
Lead Time Distribution
Lead Time Percentiles
Lead Time Histogram
Lead Time Scatterplot
Lead Time Target Met (Service Level Expectation)
Throughput
Throughput Run Chart
Delivery Rate Comparison
Time to Start (Time to Commit)
Predictability (Service Level Expectation)
Distribution Shape
Delivery Predictability Score
Flow Efficiency
Flow Efficiency Analysis
Time in Stage Analytics
Workflow Efficiency
Quality Distribution
Value Delivered (Customer Value)
Defect Rate
Work in Progress
WIP Count
WIP Age
WIP Age Distribution
WIP Age Histogram
WIP Age Scatterplot
WIP Run Chart
Demand vs Capacity
Work Started vs Work Completed (Inflow vs Outflow)
Committed Work Rate
Inventory
Inventory Age
Inventory Age Distribution
Inventory Age Histogram
Inventory Age Scatterplot
Impediments (Blockers)
Stale Work
Discontinued Work (Discarded After Start)
Cancelled Work (Discarded Before Start)
Returned to Backlog (Delayed Items)
Top Wait Steps (Key Sources of Delay)
WIP Excess (Target WIP)
Productivity Debt (Flow Debt)
Workflow Lag Finder (Bottleneck Finder)
Work Item Type Distribution
Demand Distribution (Demand Type Summary)
Stage of Workflow Distribution
Assigned To Analysis
Class of Service Analysis
Nature of Work Analysis
Value Area Analysis
Custom Fields Analysis
Normalization Fields Analysis (Custom Views)
Cumulative Flow Diagram
Workflow Distribution
Start Status Distribution
Cycle Time Analysis
Actionable Insights (Pattern Detection)
Predictive Analysis
Performance Comparison by Time Phases (Performance Checkpoints)
Performance Comparison by Boards & Aggregations (Performance Benchmarking)
Fitness Criteria
Summary Table
Objectives and Key Results (OKRs)
Progress Tracking
Roadmap Visualization
Portfolio Board
Cost Analysis
Cognitive Analysis
Business Scorecard
Meaningful Events
Comments & Discussions
Dependencies Tracking
Risks Tracking
