A new operating model separates long-term product maintenance (handled by Product Owners) from initial development. For new features, a temporary "swarming" team of Program Managers (strategy) and Product Ops (execution/tools) is assembled, creating a flexible, expert-driven approach to innovation.

Qualified supports its relentless product launch schedule by operating its own creative studio. This eliminates dependency on external agencies, allowing the marketing team to move faster, shoot multiple keynotes and demos weekly, and maintain a high bar for quality.

Instead of a traditional product roadmap, give engineers ownership of a broad "problem space." This high-agency model pushes them to get "forward deployed" with customers, uncover real needs, and build solutions directly. This ensures product development is tied to actual pain points and fosters a strong sense of ownership.

To increase agility, Shopify is dismantling permanent teams tied to specific product surfaces. It's creating a centralized pool of high-impact individual contributors ('strategic ICs') who are deployed dynamically to own entire user journeys, a model exemplified by its acquisition of the MOLLY studio.

To avoid choosing between deep research and product development, ElevenLabs organizes teams into problem-focused "labs." Each lab, a mix of researchers, engineers, and operators, tackles a specific problem (e.g., voice or agents), sequencing deep research first before building a product layer on top. This structure allows for both foundational breakthroughs and market-facing execution.

The company's design leadership is pushing back against justifying design solely through business metrics, arguing it signals a lack of confidence in craft. They foster a culture where the primary measure of success is the team's own high bar for taste, trusting this will ultimately drive long-term value.

Siphoning off cutting-edge work to a separate 'labs' group demotivates core teams and disconnects innovation from those who own the customer. Instead, foster 'innovating teams' by making innovation the responsibility of the core product teams themselves.

Most product orgs focus on the 6-12 month medium term, which is the hardest to predict and control. Shopify's design teams are pushed to ignore this messy middle and focus only on the very long-term North Star and the very short-term actions they can take today, creating a more effective planning process.

Instead of relying on documents and KPIs, which can be misinterpreted, Shopify's design team creates tangible, visual 'North Stars.' This allows stakeholders across the company to have a concrete and rich debate about future direction, transforming design into a strategic alignment tool.