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MODULE 4 · SCRUM · TOOL 08

Velocity & Capacity Planning

Two inputs to a sustainable commitment. Velocity asks what the team has historically delivered; capacity asks what's realistic this specific sprint, given holidays, leave, and other demands.

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SolvesCommitting to more than the team can actually deliver.
Category · Scrum Complexity · Mid Time to apply · Per sprint Pairs with · Story Points & Velocity
A WHAT IT IS

The framework

Velocity and capacity planning are the two inputs to a sustainable sprint commitment, and they answer different questions. Velocity asks: what has this team historically delivered, sprint after sprint? Capacity asks: how much can this team realistically deliver in this specific sprint, given who's actually available?

Velocity is a historical average — a smooth forecast of typical output. But any given sprint is rarely typical: someone's on holiday, a public holiday falls midweek, two engineers are pulled into an incident. Capacity adjusts the velocity-based forecast for the reality of this sprint. Committing to your average velocity when half the team is away is how you set the team up to fail — the two inputs together produce a commitment that's both grounded in history and honest about the present.

THE TWO INPUTS

Velocity — historical average points/sprint (the baseline forecast).
Capacity — this sprint's realistic availability (adjust for leave, holidays, on-call, other demands).
Commit to capacity-adjusted velocity, not raw velocity.

TRY IT

Try it yourself

B WHY IT MATTERS

What it prevents

Treating average velocity as the commitment for every sprint ignores that real sprints vary enormously in available time — so the team chronically over- or under-commits.

The shortcutWhat it costsWhat it gives you instead
Committing to raw velocityAverage velocity assumes a typical sprint; this one rarely is.Capacity adjusts for who's actually available this sprint.
Ignoring leave & holidaysCommitting full velocity when people are away guarantees a miss.Capacity planning accounts for the real available time.
Sandbagging on bad weeksWithout capacity logic, teams over-correct and under-commit.Capacity gives a defensible, honest number for the specific sprint.
Eroding trustRepeated misses (or sandbags) damage credibility with stakeholders.Honest, capacity-adjusted commitments are met reliably.
C HOW TO RUN IT

Step by step

1

Establish the team's velocity

Average the points delivered over several recent sprints. This is the historical baseline — what the team typically achieves in a normal sprint.

2

Assess this sprint's actual capacity

Count the real available time: who's on leave, public holidays, on-call rotations, known interruptions, time committed elsewhere. A 'full' sprint is rarer than teams assume.

3

Adjust the commitment to capacity

Scale the velocity-based forecast down (or occasionally up) to match this sprint's available capacity. Committing to average velocity in a half-staffed sprint is planning to fail.

4

Commit to the adjusted number

Make the sprint commitment the capacity-adjusted figure, not raw velocity. This is the number the team can actually hit — which is what keeps commitments credible.

5

Learn and refine over time

Compare committed vs delivered each sprint and refine both the velocity baseline and the capacity assumptions. Predictability improves as the inputs get more honest.

D IN PRACTICE

A short illustration

IN PRACTICEthe half-staffed sprint

A team's velocity averaged comfortably, so they committed to that average every sprint — including one where two of five engineers were on leave and a public holiday fell midweek. Predictably, they missed badly, and the miss read as a performance problem rather than what it was: a planning failure.

The team had used velocity (history) but ignored capacity (this sprint's reality). Adjusting the commitment for the actual available time would have produced a smaller, achievable target — and a met commitment instead of a missed one. The work didn't slow down; the plan had simply ignored that the sprint had far less capacity than average.

The lesson: velocity tells you what a typical sprint delivers; capacity tells you whether this sprint is typical. Committing to average velocity without adjusting for who's actually available is one of the most common and avoidable ways teams miss.
E THE ARTIFACT

The capacity-adjusted commitment

The deliverable is a sprint commitment grounded in velocity but adjusted for this sprint's real capacity — a number the team can actually hit.

InputAnswersSource
VelocityWhat we typically deliverHistorical average
CapacityWhat's realistic this sprintAvailability this sprint
CommitmentWhat we'll commit toVelocity adjusted for capacity
F THE SO-WHAT

Why it matters

THE KEY INSIGHT

A commitment is only as credible as it is achievable, and achievability depends on both history and the present. Velocity supplies the first, capacity the second — use one without the other and the commitment is a guess.

The subtle point is that capacity planning is what keeps Agile commitments honest rather than aspirational. Velocity alone tempts teams to commit to their average regardless of circumstances, which works in typical sprints and fails in the many that aren't. By explicitly accounting for leave, holidays, and competing demands, capacity planning produces a number the team can actually meet — and consistently meeting commitments is what builds the stakeholder trust that lets a team operate with autonomy. Chronic misses, even when caused by ignored capacity rather than slow work, erode that trust just as fast as genuine under-delivery.

G MISTAKES & LIMITS

Common mistakes

Committing to raw velocity always

Average velocity assumes a typical sprint. Adjust for this sprint's real capacity.

Ignoring known absences

Leave, holidays, and on-call are knowable in advance. Factor them in.

Treating a miss as slowness

A miss from ignored capacity is a planning failure, not a performance one. Fix the planning.

Never refining the inputs

Predictability improves as velocity and capacity assumptions get more honest. Keep tuning them.

When not to use it

H CONNECTS TO

Where this sits in the toolkit

Built on → Story Points & Velocity

Velocity (Tool 03) is one of the two inputs; this tool adds capacity.

Feeds → Sprint Planning

Capacity-adjusted velocity is what the planning event (Tool 06) commits to.

Protected by → the PM Role

Defending a realistic commitment against over-loading is part of the PM's in-sprint role (Tools 16, 17).

Builds → stakeholder trust

Met commitments connect to the influence and credibility themes of Module 6.

TRY IT YOURSELF

Adjust a commitment for capacity

Imagine a team with a steady average velocity. Next sprint, one of four engineers is on leave and there's a public holiday. Roughly how should the commitment change from the average?

Then ask: if they committed to full average velocity anyway, whose fault is the inevitable miss — and what does it cost in trust?

If you scaled the commitment down for the lost capacity, you've grasped why velocity and capacity are two separate inputs — history sets the baseline, but this sprint's reality sets the number.