Safe Metrics Dashboard Template
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---
title: "Safe Metrics Dashboard Template"
methodology: "agile"
complexity: "advanced"
owner: "mirichard"
updated: "2026-09-19"
primary_principles: ["evidence-based-decisions", "systems-thinking"]
secondary_principles: ["continuous-learning"]
principle_rationale: "Organizes comparable metric definitions and trends across team, train and portfolio dashboards to guide improvement at the right level."
---
# SAFe Metrics Dashboard Template
## When to Use
- When SAFe leaders need dashboards spanning team, train, and portfolio levels.
- When metric owners can maintain comparable definitions, sources, and trends.
## When NOT to Use
- To interpret every local metric as comparable across teams or contexts.
- Do not report sample values, unsupported ratings, or missing data as verified performance. See [Metric without source](../../../../../../docs/principles/anti-patterns.md#metric-source).
## Pairs Well With
- [Safe Metrics Reporting Template](../../../../../../domains/delivery/methodology-frameworks/agile-scrum/scaling-frameworks/safe/safe_metrics_reporting_template.md).
- [Metrics Dashboard Template](../../../../../../domains/delivery/methodology-frameworks/agile-scrum/scaling-frameworks/safe/metrics_dashboard_template.md).
Selection context: Delivery domain; agile methodology; advanced complexity. Match the situations above to project phase, risk, team size, and industry using the [decision-engine context model](../../../../../../meta/architecture-research/800-801-context-assessment-model.md).
## Completing the worksheet
Replace populated examples with project evidence before circulation. Record the reporting period, baseline, source, owner, and calculation for each measure; define thresholds and approval authority locally. Show unavailable values as unknown rather than zero or a favorable status. Reconcile totals and units, handle zero denominators explicitly, and retain the decision rationale and supporting evidence.
**Enterprise:** [Enterprise Name]
**Portfolio:** [Portfolio Name]
**Created By:** [Name/Role]
**Last Updated:** [YYYY-MM-DD]\
**Version:** [1.0]
## 📋 Metrics Dashboard Overview
A comprehensive metrics dashboard is essential for effective measurement and improvement in a SAFe environment. This template provides a structured approach to implementing metrics at all levels of the Scaled Agile Framework:
- **Team Level:** Focused on iteration delivery and team performance
- **Program Level:** Measuring ART effectiveness and program increment success
- **Large Solution Level:** Tracking solution train coordination and capability delivery
- **Portfolio Level:** Monitoring strategic alignment and business outcomes
This template follows SAFe best practices for metrics and measurement, emphasizing flow, outcomes, competency, and predictability.
## 🔄 SAFe Measurement Framework
### Core Measurement Domains
| Domain | Focus | Purpose | Examples |
|--------|-------|---------|----------|
| **Flow** | Efficiency of value delivery | Measure how value moves through the system | Lead time, cycle time, throughput, WIP |
| **Outcomes** | Business and customer results | Measure actual benefits delivered | Revenue, customer satisfaction, cost savings |
| **Competency** | Organizational capabilities | Measure maturity in SAFe practices | Training completion, practice adoption |
| **Predictability** | Planning reliability | Measure accuracy of forecasts | PI commitments met, estimation accuracy |
### Big Picture: Metrics Alignment with SAFe Levels
```
┌─────────────────────────────────────────────────────────────┐
│ Portfolio Level │
│ • Epic throughput and lead time │
│ • Investment distribution across value streams │
│ • Business outcomes and strategic alignment │
│ • Portfolio ROI and financial metrics │
├─────────────────────────────────────────────────────────────┤
│ Large Solution Level │
│ • Capability delivery and integration │
│ • Solution quality and performance │
│ • Cross-ART coordination │
│ • Solution train synchronization │
├─────────────────────────────────────────────────────────────┤
│ Program Level │
│ • Feature flow and delivery │
│ • Program increment predictability │
│ • Business value achievement │
│ • ART performance and dependencies │
├─────────────────────────────────────────────────────────────┤
│ Team Level │
│ • Story completion and velocity │
│ • Team quality and technical metrics │
│ • Iteration goals achievement │
│ • Team health and improvement │
└─────────────────────────────────────────────────────────────┘
```
## 📊 Team-Level Metrics Dashboard
### Agile Team Performance Metrics
#### Iteration/Sprint Flow Metrics
| Metric | Current | Target | Trend | Purpose |
|--------|---------|--------|-------|---------|
| **Velocity (points)** | 52 | 45-55 | ↑ | Measure team capacity |
| **Predictability %** | 92% | >90% | → | % of committed work completed |
| **Cycle Time (days)** | 3.2 | <4 | ↓ | Time from start to completion |
| **Lead Time (days)** | 8.1 | <10 | ↓ | Time from request to delivery |
| **WIP (stories)** | 5 | 4-6 | → | Work in progress at any time |
#### Team Velocity Chart Example
```
Team Velocity (Story Points)
Iteration: 1 2 3 4 5 6 7 8 9 10
Actual: 42 45 48 52 49 51 47 53 55 52
Committed: 45 45 50 50 50 50 50 50 50 50
┌─────────────────────────────────────┐
60 │ ● │
55 │ ● ● ● ● ● ● │ ● Actual
50 │ ● ● ● ● ● │ ■ Committed
45 │■■■ ●■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■■│
40 │● │
└─────────────────────────────────────┘
```
#### Team Quality Metrics
| Metric | Current | Target | Trend | Purpose |
|--------|---------|--------|-------|---------|
| **Defect Density** | 0.8/story | <1.0 | ↓ | Quality of delivered work |
| **Test Coverage %** | 87% | >85% | ↑ | Code covered by automated tests |
| **Technical Debt Hours** | 24 | <30 | ↓ | Hours allocated to tech debt |
| **Build Success Rate** | 95% | >95% | → | % of successful builds |
| **Code Review Coverage** | 100% | 100% | → | % of code reviewed before merge |
#### Team Health Radar
```
Team Health Assessment
Leadership
5
│
│
Learning 4 │ 4 Fun
●─────┼─────●
3 │ │ │ 3
│ │ │
│ │ │
Process 4 ●│─────┼─────│● 5 Delivery
│ │ │
│ │ │
3 │ │ │ 3
●─────┼─────●
Collaboration │ Technical
4 Practices
Team Health Score: 4.0/5.0 (Good)
```
### Team Dashboard Implementation Example
#### Daily Standup Board
```
Team Alpha - Iteration 7 Dashboard
┌────────────────┐ ┌────────────────┐ ┌────────────────┐
│ TO DO (4) │ │ IN PROGRESS (5)│ │ DONE (8) │
├────────────────┤ ├────────────────┤ ├────────────────┤
│ STORY-128 │ │ STORY-123 │ │ STORY-115 │
│ User Settings │ │ User Login │ │ Profile Page │
│ │ │ (Sarah) │ │ (Alex) │
├────────────────┤ ├────────────────┤ ├────────────────┤
│ STORY-129 │ │ STORY-124 │ │ STORY-116 │
│ Report Export │ │ Dashboard │ │ Bug Fix #345 │
│ │ │ (Tom) │ │ (Lisa) │
├────────────────┤ ├────────────────┤ ├────────────────┤
│ STORY-130 │ │ STORY-125 │ │ STORY-117 │
│ Email Notif. │ │ Data Import │ │ Database Query │
│ │ │ (Mike) │ │ (Chris) │
├────────────────┤ ├────────────────┤ ├────────────────┤
│ STORY-131 │ │ STORY-126 🚩 │ │ STORY-118 │
│ Password Reset │ │ Payment API │ │ Login Security │
│ │ │ (David) │ │ (Sarah) │
│ │ ├────────────────┤ ├────────────────┤
│ │ │ STORY-127 │ │ ...more │
│ │ │ Error Handling │ │ │
│ │ │ (Lisa) │ │ │
└────────────────┘ └────────────────┘ └────────────────┘
BLOCKERS:
- STORY-126: External API dependency - waiting for credentials
```
#### Data Collection Guidelines
1. **Velocity and Predictability:**
- Track in ALM tool (Jira, Azure DevOps, etc.)
- Measure at end of each iteration
- Include team commitment vs. actual
2. **Quality Metrics:**
- Pull from CI/CD pipeline and code analysis tools
- Update daily or with each build
- Track trends over time with control limits
3. **Team Health:**
- Monthly team self-assessment
- Facilitated by Scrum Master
- Anonymous input with group discussion
## 📈 Program (ART) Level Metrics Dashboard
### Program Increment (PI) Performance
#### PI Objectives Achievement
| Team | PI Objectives | Business Value | Actual Achievement | Predictability |
|------|---------------|----------------|-------------------|---------------|
| Team Alpha | 5 | 40 | 37 (93%) | On Target |
| Team Beta | 4 | 35 | 31 (89%) | On Target |
| Team Gamma | 6 | 45 | 43 (96%) | On Target |
| Team Delta | 4 | 30 | 24 (80%) | At Risk |
| **ART Total** | **19** | **150** | **135 (90%)** | **On Target** |
#### Program Predictability Measure
```
Program Predictability Trend
PI: 1 2 3 4 5 Current
Actual: 82% 90% 85% 88% 90% 90%
┌─────────────────────────────────────┐
100%│ │
│ │
90%│ ●──● ●─────● │
│ │ ╱ │
80%│● │ ╱ │ ──── Target Range (80-100%)
│ │╱ │ ● Actual
70%│ ╱ │
│ ╱ │
60%│ │
└─────────────────────────────────────┘
PI-1 PI-2 PI-3 PI-4 PI-5 Current
```
### Feature Flow Metrics
#### Feature Flow Dashboard
| Metric | Current PI | Previous PI | Trend | Target |
|--------|------------|-------------|-------|--------|
| **Features Planned** | 22 | 20 | ↑ | Based on capacity |
| **Features Completed** | 18 | 17 | ↑ | >80% of planned |
| **Average Feature Cycle Time** | 3.2 weeks | 3.5 weeks | ↓ | <3.5 weeks |
| **Feature Lead Time** | 6.1 weeks | 6.8 weeks | ↓ | <7 weeks |
| **Features in Progress** | 12 | 14 | ↓ | WIP Limit: 15 |
#### Cumulative Flow Diagram
```
Feature Cumulative Flow Diagram - Current PI
┌───────────────────────────────────────────┐
40 │ │
│ Done │
35 │ ●─────●─────●─────●─────│
│ ●────┤ │
30 │ ●────┤ │ │
│ ●────┤ │ │ │
25 │────┤ │ │ │ │
│ │ │ │ │ Testing │
20 │ │ │ │ │ │
│ │ │ │●────●─────●─────●─────●────│
15 │ │ │●───┤ │ │
│ │●───┤ │ │ │
10 │●───┤ │ │ │ In Development │
│ │ │ │ │ │
5 │ │ │ │●────●─────●─────●─────●────│
│ │ │●───┤ │ │
0 │────────────────────────────────────────────│
│ W1 W2 W3 W4 W5 W6 W7 W8 │
└───────────────────────────────────────────┘
```
### Program-Level Dependencies
#### Dependency Tracking Board
| ID | Type | Provider | Consumer | Deliverable | Required By | Status | Risk |
|----|------|----------|----------|------------|-------------|--------|------|
| D001 | Internal | Team Alpha | Team Beta | User Auth API | Iteration 2 | Complete | - |
| D002 | Internal | Team Gamma | Team Delta | Reporting Engine | Iteration 3 | At Risk | Medium |
| D003 | External | Vendor | Team Alpha | SDK Update | Iteration 3 | On Track | Low |
| D004 | ART-to-ART | ART Falcon | This ART | Payment Gateway | PI Boundary | Delayed | High |
#### Program Risk Management
```
ROAM Board - Current PI
┌────────────────┐ ┌────────────────┐ ┌────────────────┐ ┌────────────────┐
│ RESOLVED (3) │ │ OWNED (4) │ │ ACCEPTED (2) │ │ MITIGATED (3) │
├────────────────┤ ├────────────────┤ ├────────────────┤ ├────────────────┤
│ R001: Dev Env │ │ R005: API │ │ R011: Release │ │ R015: Security │
│ performance │ │ performance │ │ date fixed │ │ vulnerability │
├────────────────┤ ├────────────────┤ ├────────────────┤ ├────────────────┤
│ R002: Team │ │ R006: Database │ │ R012: Budget │ │ R016: Browser │
│ onboarding │ │ migration │ │ constraints │ │ compatibility │
├────────────────┤ ├────────────────┤ │ │ ├────────────────┤
│ R003: Tooling │ │ R007: External │ │ │ │ R017: Data │
│ licenses │ │ dependency │ │ │ │ migration │
│ │ ├────────────────┤ │ │ │ │
│ │ │ R008: Testing │ │ │ │ │
│ │ │ automation │ │ │ │ │
└────────────────┘ └────────────────┘ └────────────────┘ └────────────────┘
```
### ART Quality and Delivery Metrics
| Metric | Current | Target | Trend | Purpose |
|--------|---------|--------|-------|---------|
| **Defect Escape Rate** | 2.5% | <3% | ↓ | % of defects found post-release |
| **Mean Time to Repair** | 3.2 hrs | <4 hrs | ↓ | Time to fix production issues |
| **Release Frequency** | 2 wks | 2 wks | → | How often software is released |
| **Integration Success** | 92% | >90% | ↑ | % of successful integrations |
| **Technical Debt Ratio** | 14% | <15% | → | % of effort on technical debt |
#### Data Collection Guidelines
1. **Program Increment Metrics:**
- Collect at PI boundaries
- Aggregate team-level data
- RTE responsible for dashboard maintenance
2. **Feature Flow Metrics:**
- Track in program-level backlogs
- Update weekly in ART sync
- Product Management reviews for business alignment
3. **Dependency and Risk Tracking:**
- Update in weekly ART sync meetings
- Maintain ROAM board for risk management
- Automate status updates where possible
## 🌐 Large Solution Level Dashboard
### Solution Train Metrics
#### Capability Tracking
| Capability | Contributing ARTs | Progress | Planned Release | Status |
|------------|------------------|----------|----------------|---------|
| Customer Portal | ART Alpha, ART Beta | 75% | Q2 2023 | On Track |
| Payment Processing | ART Beta, ART Gamma | 60% | Q3 2023 | At Risk |
| Data Analytics | ART Alpha, ART Delta | 45% | Q4 2023 | On Track |
| Mobile Platform | ART Gamma | 80% | Q2 2023 | On Track |
#### Solution Integration Health
```
Solution Integration Success Rate
Sprint: 1 2 3 4 5 6 7 8
Success %: 70 75 80 85 90 88 92 95
┌────────────────────────────────────────┐
100%│ ● │
│ ●─────╱ │
90%│ ●────╱ │ ● Success Rate
│ ●────╱ │ ----- Trend
80%│ ●────╱ │
│ ●────╱ │
70%│●────╱ │
│ │
60%│ │
└────────────────────────────────────────┘
```
### Cross-ART Coordination
#### Solution Train Dependencies
| Provider ART | Consumer ART | Capability | Dependency | Due Date | Status |
|--------------|--------------|------------|------------|----------|---------|
| ART Alpha | ART Beta | Customer Portal | Authentication | PI 4-I2 | Complete |
| ART Beta | ART Gamma | Payment Processing | API Gateway | PI 4-I3 | At Risk |
| ART Gamma | ART Delta | Mobile Platform | SDK Integration | PI 4-I4 | On Track |
| ART Delta | ART Alpha | Data Analytics | Reporting Engine | PI 5-I1 | Not Started |
#### Solution Roadmap Progress
```
Solution Roadmap - 2023
Q1 Q2 Q3 Q4
┌────────────────┬────────────────┬────────────────┬────────────────┐
Auth │████████████████│ │ │ │
System │ COMPLETED │ │ │ │
├────────────────┼────────────────┼────────────────┼────────────────┤
Customer│ │████████████████│████████▒▒▒▒▒▒▒▒│ │
Portal │ │ IN PROGRESS │ PLANNED │ │
├────────────────┼────────────────┼────────────────┼────────────────┤
Payment │ │▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒│████████████████│████████▒▒▒▒▒▒▒▒│
System │ │ PLANNED │ PLANNED │ PLANNED │
├────────────────┼────────────────┼────────────────┼────────────────┤
Data │ │ │▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒│████████████████│
Platform│ │ │ PLANNED │ PLANNED │
├────────────────┼────────────────┼────────────────┼────────────────┤
Mobile │ │████████████████│████████████████│ │
App │ │ IN PROGRESS │ PLANNED │ │
└────────────────┴────────────────┴────────────────┴────────────────┘
```
### Solution Quality Metrics
| Metric | Current | Target | Trend | Purpose |
|--------|---------|--------|-------|---------|
| **End-to-End Quality** | 89% | >90% | ↑ | System-level quality assessment |
| **System Performance** | 97% | >95% | → | Performance against SLAs |
| **Integration Success** | 92% | >90% | ↑ | Success rate of integrations |
| **Security Compliance** | 100% | 100% | → | Adherence to security standards |
#### Data Collection Guidelines
1. **Capability Tracking:**
- Solution Management maintains capability roadmap
- Update status bi-weekly in Solution Train sync
- Verify with ARTs and stakeholders
2. **Cross-ART Dependencies:**
- Document during Pre-PI Planning
- Review in Solution Train sync meetings
- Solution Train Engineer maintains dashboard
3. **Solution Integration:**
- Measure during solution demos
- System Team collects technical metrics
- Update after each integration point
## 📈 Portfolio Level Dashboard
### Epic Flow Metrics
#### Portfolio Kanban Flow
| Epic State | Current Count | WIP Limit | Avg. Time in State | Trend |
|------------|---------------|-----------|-------------------|-------|
| **Funnel** | 25 | None | N/A | ↑ |
| **Reviewing** | 8 | 10 | 2.5 weeks | → |
| **Analyzing** | 5 | 5 | 3.2 weeks | → |
| **Portfolio Backlog** | 12 | 15 | 5.5 weeks | ↓ |
| **Implementing** | 14 | 8 | 12.3 weeks | ↑ |
| **Done** | 6 (this quarter) | None | N/A | ↑ |
#### Epic Lead Time Breakdown
```
Epic Lead Time Distribution (Weeks)
0 5 10 15 20 25 30 35
├────┼────┼────┼────┼────┼────┼────┤
Funnel to ▒▒▒▒▒▒▒▒▒▒
Reviewing [2.1 weeks avg]
Reviewing to ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒
Analyzing [3.2 weeks avg]
Analyzing to ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒
Portfolio Backlog [4.3 weeks avg]
Backlog to ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒
Implementing [5.1 weeks avg]
Implementing to ▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒▒
Done [12.3 weeks avg]
├────┼────┼────┼────┼────┼────┼────┤
0 5 10 15 20 25 30 35
Total Epic Lead Time (Funnel to Done): 27.0 weeks average
```
### Strategic Portfolio Metrics
#### Investment Distribution
```
Portfolio Investment Distribution
┌───────────────────────────────────────────────────────┐
│ │
│ ┌─────────┐ ┌─────────┐ │
│ │ │ │ │ │
│ │ 40% │ Growth │ 25% │ │
│ │ │ Business │ │ │
│ │ │ │ │ │
│ └─────────┘ └─────────┘ │
│ │
│ │
│ ┌─────────┐ ┌─────────┐ │
│ │ │ │ │ │
│ │ 20% │ Operational │ 15% │ │
│ │ │ Excellence │ │ │
│ │ │ │ │ │
│ └─────────┘ └─────────┘ │
│ │
└───────────────────────────────────────────────────────┘
Target Split: 40% Growth / 25% Transformation / 20% Operations / 15% Compliance
Actual Split: 38% Growth / 27% Transformation / 22% Operations / 13% Compliance
```
#### Business Outcomes Dashboard
| Outcome | Metric | Target | Actual | Status |
|---------|--------|--------|--------|--------|
| **Revenue Growth** | Q2 Incremental Revenue | $2.5M | $2.8M | Exceeding |
| **Customer Retention** | Renewal Rate | 90% | 94% | Exceeding |
| **Operational Efficiency** | Process Cost | -10% | -8% | At Risk |
| **Product Quality** | CSAT Score | 4.2/5 | 4.3/5 | On Target |
| **Time to Market** | Concept to Cash | 6 months | 7.2 months | At Risk |
### Portfolio ROI Tracking
| Epic | Investment | Target ROI | Actual/Projected ROI | Status |
|------|------------|------------|---------------------|---------|
| Customer Portal | $1.2M | 200% | 230% | Complete |
| Data Analytics | $850K | 150% | 160% | In Progress |
| Mobile App v2 | $950K | 180% | 150% | At Risk |
| Security Overhaul | $500K | 120% | 140% | On Target |
#### Data Collection Guidelines
1. **Epic Flow Metrics:**
- LPM team tracks in portfolio management tool
- Update weekly during portfolio sync
- Calculate lead and cycle times monthly
2. **Investment Distribution:**
- Finance team provides quarterly updates
- Lean Portfolio Management reviews alignment
- Adjust allocations based on strategic themes
3. **Business Outcomes:**
- Product Management collects customer metrics
- Finance provides business performance data
- Monthly executive dashboard review
## 📊 Competency and Maturity Metrics
### SAFe Practice Adoption
#### Core Competency Radar
```
SAFe Competency Radar
Lean-Agile
Leadership
4
│
│
Continuous 3 │ 3 Team and Technical
Learning ●─────────┼─────────● Agility
Culture │
│
│
3 │ 4
Organizational ●───────┼────────● Agile Product
Agility │ Delivery
│
│
2 │ 3
Enterprise ●──────┼──────● Lean Portfolio
Solution Delivery │ Management
Maturity Scale: 1-Beginning, 2-Developing, 3-Performing, 4-Optimizing, 5-Leading
```
#### Training and Certification Progress
| Role | Required Training | Completion % | Target % | Gap |
|------|------------------|--------------|---------|-----|
| **Executives** | Leading SAFe | 85% | 100% | 15% |
| **Product Owners** | SAFe PO/PM | 90% | 95% | 5% |
| **Scrum Masters** | SAFe SM | 95% | 100% | 5% |
| **Team Members** | SAFe for Teams | 85% | 90% | 5% |
| **Architects** | SAFe for Architects | 75% | 85% | 10% |
### Continuous Improvement Metrics
| Metric | Current | Target | Trend | Purpose |
|--------|---------|--------|-------|---------|
| **Inspect & Adapt Actions** | 24 | N/A | ↑ | # of improvement actions |
| **I&A Completion Rate** | 80% | >85% | ↑ | % of actions completed |
| **Innovation Rate** | 15% | >10% | → | % of time on innovation |
| **Process Improvement ROI** | 3.5x | >3x | ↑ | Return on improvement efforts |
#### Data Collection Guidelines
1. **Competency Assessment:**
- Quarterly facilitated assessments
- RTE and LACE team collaborate
- Include representative cross-section of roles
2. **Training Metrics:**
- HR systems track certification data
- Quarterly reporting to leadership
- Include both formal and informal learning
3. **Improvement Metrics:**
- Track in action management system
- Review during PI ceremonies
- RTE/STE responsible for follow-up
## 📉 Visualization and Reporting Guidelines
### Dashboard Design Best Practices
1. **Information Hierarchy:**
- **Level 1:** Executive summary with key performance indicators
- **Level 2:** Drill-down dashboards for specific domains
- **Level 3:** Detailed metrics for analysis and action
2. **Visual Design Elements:**
- Use consistent color coding (Red/Yellow/Green)
- Include trend indicators (↑/↓/→)
- Provide historical context with trend lines
- Use appropriate chart types for data representation
3. **Dashboard Organization:**
- Group related metrics together
- Provide both leading and lagging indicators
- Include targets and thresholds
- Allow filtering by timeframe and organizational unit
### Tool Implementation Options
| Tool Type | Examples | Best For | Considerations |
|-----------|----------|----------|---------------|
| **ALM Tools** | Jira, Azure DevOps, Rally | Team-level metrics | Limited customization |
| **BI Tools** | Tableau, Power BI | Executive dashboards | Integration effort |
| **Custom Dashboards** | Grafana, ELK Stack | DevOps, technical metrics | Technical expertise |
| **SAFe-Specific** | SAFe Metrics app | Comprehensive SAFe metrics | Cost, vendor lock-in |
### Implementation Example
```
Data Pipeline Architecture
Sources → Collection → Processing → Presentation
┌─────────────┐ ┌─────────┐ ┌─────────┐ ┌─────────────┐
│ ALM Tool │ │ │ │ │ │ Executive │
│ (Jira) │──┐ │ │ │ │ │ Dashboard │
└─────────────┘ │ │ │ │ │ └─────────────┘
│ │ Data │ │ Analytics│
┌─────────────┐ ├──▶│ Lake │─────▶│ Engine │─────▶┌─────────────┐
│ CI/CD │ │ │ │ │ │ │ Program │
│ (Jenkins) │──┘ │ │ │ │ │ Dashboard │
└─────────────┘ │ │ │ │ └─────────────┘
└─────────┘ └─────────┘
┌─────────────┐ ┌─────────────┐
│ Financial │ │ Team │
│ Systems │──────────────────────────────────────▶│ Dashboard │
└─────────────┘ └─────────────┘
```
## 🔄 Metrics Governance and Improvement
### Metrics Lifecycle Management
1. **Introduction Process:**
- Define business purpose and hypothesis
- Establish calculation method and data sources
- Set initial targets and thresholds
- Create visualization and reporting
2. **Review Process:**
- Quarterly metrics review with stakeholders
- Validate continued relevance and accuracy
- Adjust targets based on trends and goals
- Address data quality issues
3. **Retirement Process:**
- Identify metrics with low value or usage
- Validate with stakeholders before removal
- Archive historical data for reference
- Document decision and rationale
### Common Anti-Patterns
| Anti-pattern | Description | Solution |
|--------------|-------------|----------|
| **Metrics Overload** | Too many metrics without focus | Focus on 5-7 key metrics per level |
| **Vanity Metrics** | Metrics that look good but drive no action | Tie metrics to business outcomes |
| **Measurement Theater** | Collecting metrics without using them | Review utilization and decisions driven |
| **Gaming the System** | Behaviors that improve metrics but not outcomes | Balance metrics and focus on outcomes |
| **Analysis Paralysis** | Excessive data without action | Time-box analysis and require actions |
## 📄 Additional Resources
- **SAFe Framework:** [www.scaledagileframework.com](https://www.scaledagileframework.com/)
- **SAFe Metrics Article:** [www.scaledagileframework.com/metrics](https://www.scaledagileframework.com/metrics/)
- **Flow Metrics:** [www.scaledagileframework.com/flow-metrics](https://www.scaledagileframework.com/flow-metrics/)
- **Measure and Grow Article:** [www.scaledagileframework.com/measure-and-grow](https://www.scaledagileframework.com/measure-and-grow/)
## 🔄 Related Templates
- [PI Planning Template](./safe_program_increment_planning_template.md)
- [Portfolio Kanban Template](./safe_portfolio_kanban_template.md)
- [ART Coordination Template](./safe_art_coordination_template.md)
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*This template follows the Scaled Agile Framework (SAFe) practices for metrics and measurement. Customize as needed for your organization's specific implementation of SAFe.*