Centralized planning looks efficient on paper. Everyone aligned, resources coordinated, no duplication of effort. In practice, it creates a tax on everything your team does - and the people paying that tax are your customers.
The Planning Tax That Kills Innovation
I once worked at a global company in a department with 20 different teams. Leadership wanted to coordinate resourcing across all teams for every initiative. What they created was a planning nightmare that consumed our ability to actually build products.
The process worked like this: We spent an entire month each quarter planning for next quarter of work. But the planning wasn't straightforward resource allocation. It was a political battle to get your projects funded by ensuring they had the right executive support, cross-team alliances, and business pseudo-value attached to them. Then we spent most of the last month wrapping up initiatives for the review process and preparing for the next planning session.
The math was devastating. It was nearly a 50% planning tax on everything we did. While we were in meetings debating resource allocation, we weren't talking to customers, researching competitors, building prototypes, or collaborating on actual solutions. The planning process designed to make us more efficient was actually making us less effective.
What Happens When You Let Go
The contrast came from a junior PM on my team at a different company. She had a data science background but wasn't working on any data science projects. Our official roadmap focused mostly on building platform capabilities, which didn't leverage her unique skills.
Instead of forcing her to work only on assigned projects, I encouraged her to spend extra time with the Customer Service team to understand their challenges and dig through their data. This autonomous exploration led to her identifying a new product opportunity that incorporated data science to solve real customer service problems.
She ended up pitching this idea to leadership and getting it funded as a new initiative. Not only did she get to use her data science skills, but she also had a great career story of building a zero-to-one project for an internal customer. The customer service team got a solution they didn't know they needed, and the company got a new product capability. None of this would have survived a quarterly planning gauntlet. It happened because we created space for autonomous exploration rather than controlling every aspect of her work.
Pushing Decisions Down
The difference between these two experiences comes down to where decisions get made. In the 20-team planning circus, every decision funneled upward, away from the people with customer context. With the junior PM, the decision happened where the knowledge was richest.
Scaling through empowerment means giving teams clear outcomes and trusting them to figure out the best path forward. It means sharing customer research, business metrics, and competitive intelligence broadly so teams can make informed decisions without constant supervision. Many organizations hoard information at the top, then wonder why their teams make decisions that seem disconnected from business reality. Push the decisions down to where the feedback loops are fastest, and you'll be surprised what your people build.