The Delivery Intelligence Score: Your Team's Agile Credit Rating
Velocity alone doesn't tell the full story of a team's delivery health. Learn how a composite DIS metric gives you a complete picture.
Why Single-Metric Delivery Reporting Fails
Most agile teams report on velocity as their primary health metric. It's intuitive: more story points completed = healthier team.
But velocity, measured in isolation, is a deeply misleading indicator. A team can maintain high velocity while:
- Consistently breaking production with each release
- Accumulating crippling technical debt
- Burning out team members with unsustainable sprint scope
- Missing every commitment they make to stakeholders
What you need isn't a single metric. You need a composite score — the same way a credit score combines payment history, debt ratio, account age, and credit mix into one reliable number.
Introducing the Delivery Intelligence Score (DIS)
The DIS is a proprietary metric (0–100) that combines four weighted dimensions of delivery health:
1. Velocity Stability (30% weight)
Not just how fast the team moves, but how consistently. A team that delivers 45, 44, 46, 45 points across four sprints scores higher than one that delivers 80, 20, 60, 30 — even if the average is the same.
Why it matters: Erratic velocity makes sprint forecasting impossible. Stakeholders can't plan release dates from a team whose output variance is ±50%.
2. Commitment Reliability (35% weight)
The ratio of completed issues to committed issues across sprints. If a team commits to 10 stories and delivers 7, their reliability score for that sprint is 70%.
Why it matters: Commitment reliability is the most direct measure of a team's ability to set and meet expectations. It's the metric that CxOs and PMs care about most.
3. Quality Index (20% weight)
A composite of First Time Pass Rate, Defect Density, and Defect Seepage Rate. This penalizes teams that ship fast but re-open tickets or introduce defects that leak into later sprints.
Why it matters: High velocity with poor quality isn't delivery. It's technical debt generation with extra steps.
4. Scope Discipline (15% weight)
How much scope was added or removed after sprint start vs. the original commitment. Heavy mid-sprint scope churn is a signal of poor planning, inadequate discovery, or stakeholder mis-alignment.
Reading Your DIS
| Score | Verdict | Recommended Action | |-------|---------|-------------------| | 85–100 | Excellent | Document and replicate practices | | 70–84 | Good | Monitor; address minor dips | | 55–69 | Watch | Investigate specific weak dimensions | | 40–54 | At Risk | Sprint retrospective + root cause analysis | | <40 | Critical | Leadership escalation required |
The Chaos Score: DIS's Companion Metric
Alongside the DIS, InSprintAI calculates a Chaos Score — a measure of execution volatility. A team can score reasonably on DIS but still have a high Chaos Score if their sprint execution pattern is jagged and unpredictable.
High chaos with moderate DIS is often the signature of a team being buffeted by external factors: late requirements, blocked dependencies, or frequent production incidents pulling engineers off sprint work.
The combination of DIS + Chaos Score gives delivery managers a nuanced, actionable picture of what's actually happening in their teams.