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Predictable Delivery: Moving Beyond Velocity

Blog Author: Productside Marketing

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Remind them it’s a good investment

The executive team funds your product team. Delivering what you promised on time and on budget lets them know their investment is being well managed. This gives your team the space to execute against your product strategy over multiple releases and return the business results needed for continued investment in your product. Further, by developing a reputation for consistent releases, you’ll be forgiven for the occasional missed date that aggressive teams inevitably face.

Agile gives us velocity

Delivering on time, however, is easier said than done. Agile gives us velocity, also known as yesterday’s weather, to understand how much work we have and how to balance that with our team’s throughput. It’s good for planning the next couple of weeks of work.

Agile also tells us not to plan too far ahead because those plans will change as our knowledge increases through the process of building the product and gathering feedback as we go. So even if we track our team’s throughput and know our velocity, if planning is emergent, it’s reasonable to ask how one could ever expect to achieve predictability on a large product initiative?

The three levels of planning

1. Project

2. Release

3. Sprint

Think about a Project as a large-scale product initiative spanning multiple quarters, a Release being a major set of new capability added over a planning cycle of 90 days, and a Sprint representing a finished set of stories over a couple of weeks to a month. These can be adjusted to match the rhythm of your company and product team as well as your development method – be it iterative such as Scrum or continuous flow such as Kanban.

Dive into data

There are also a few data points that need to be tracked and periodically analyzed. It’s not a lot of work, but without the data your product team is flying blind. Start by breaking down the project into epics (i.e., big chunks of functionality). Quickly size those epics relative to each other. T-Shirt sizes or months works well. Then decompose whatever part of those epics will make up the next release and continue to split those capabilities so they are between a week and a month in scope. Finally, create a backlog of stories for the next two weeks to a month that are sized between two to three days of effort, up to five days at most. You may now have four quarters planned at the Project level, three months planned at the Release level, and two to four weeks planned at the Sprint level.

Now start tracking. If you use story points, make sure stories that enter development all have points. If your team does not estimate or is not consistent about its estimating, then just count stories. Keep track of how many points and stories the team completes in a Sprint and Release and how many points and stories made up each epic when it completed.

Tracking to improve accuracy

At this point, you should begin to have a picture of how your system works. But there is one more key step because not all stories are the same.

Join us on August 30th for our co-hosted webinar with AIPMM, Predictable Delivery: The Power of Estimating and Forecasting, to learn more about achieving predictable delivery and the different story types that you need to track to improve the accuracy of your forecasting.

Want to increase your skills as a Product Manager or Product Owner working with an Agile development team? Consider taking our Agile for Product Managers and Product Owners training to better enable your team for success, and more effectively take advantage of the benefits of Agile development.

NOTE: This webinar has passed – you can view the slide deck below.

About The Author

Productside Marketing

We’re the team behind the headlines, webinars, and memes that make product management sound as fun as it actually is.

Frequently Asked Questions

Predictable delivery builds executive confidence that product investment is being managed responsibly. When teams consistently deliver on time and within budget, leaders are more willing to continue funding long-term product strategies. A strong delivery track record also earns teams credibility, making occasional missed dates more forgivable when risks arise.
Velocity only reflects short-term throughput and is best suited for sprint-level planning. While useful for understanding team capacity, it does not account for larger initiatives spanning multiple releases or quarters. Predictable delivery requires layered planning, historical data analysis, and forecasting beyond sprint velocity alone.
Predictable delivery relies on planning at three levels: project, release, and sprint. Projects span multiple quarters and represent major initiatives. Releases cover roughly 90-day delivery cycles. Sprints focus on near-term execution over weeks. Each level balances uncertainty with increasing detail as work approaches execution.
Product Managers should track completed stories, story points, epic sizes, and throughput at sprint and release levels. Teams can use either story points or simple story counts, as long as the approach is consistent. This historical data enables more accurate forecasting and reveals how work actually flows through the system.
Breaking work down progressively reduces uncertainty at each planning horizon. Large initiatives are first sized as epics, then decomposed into release-level capabilities, and finally into sprint-sized stories. This structured decomposition allows teams to plan further ahead with confidence while preserving Agile flexibility as knowledge evolves.

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