Capacity Planning - All Things Product Podcast with Teresa Torres & Petra Wille

This podcast episode examines how capacity planning, a common quarterly ritual of allocating team time to fixed deliverables, fits within outcome-driven and discovery-first product organizations. The hosts argue that traditional capacity planning usually conflicts with continuous discovery, because discovery work is unpredictable and rarely fits into pre-committed slots. Petra Wille offers a more nuanced view, describing how capacity conversations can serve internal alignment rather than top-down control. The episode matters because many product teams sit through lengthy planning meetings that leave them behind on their roadmaps, and it proposes ways to self-align without overcommitting.

01Key takeaways

• Fixed capacity allocations often conflict with discovery work, which is inherently uncertain and changes the plan as it goes.
• Use capacity conversations to build shared understanding of constraints among the team, not to police commitments.
• Self-align on priorities as a team so you can avoid overcommitting while still staying connected to outcomes.
• Reframe quarterly planning around outcomes and learning goals rather than a fixed list of outputs.
• Protect time for continuous discovery explicitly, rather than treating it as whatever is left after delivery work.

02Key sections

The conflict with discovery

The hosts explain why rigid capacity planning clashes with the unpredictable, continuous nature of product discovery work. Fixed allocations leave little room for learning that changes the plan.

Capacity as alignment, not control

Petra shares how her past teams used capacity discussions to create shared understanding of constraints, rather than to enforce commitments from above.

Reframing quarterly planning

The conversation explores ways to reshape quarterly planning so it supports discovery and outcomes instead of locking teams into output lists.

Rocks, pebbles, and sand

A metaphor about prioritizing big commitments before smaller ones is used to illustrate how teams should think about allocating finite time and attention.

Listener perspectives

The hosts close by inviting listeners to share what planning practices are actually working for their own teams.

03From the post

“Listen to this episode on: Spotify | Apple Podcasts In this episode of All Things Product, Petra Wille and Teresa Torres tackle a big question: How does capacity planning fit in an outcome-driven, discovery-first organization? Spoiler alert—it usually doesn’t. Teresa shares why traditional capacity planning breaks her”

04Frameworks mentioned

Summary and takeaways written by PM Atlas; quotes are short excerpts. © the original author.