Companies that expand horizontally before $100M ARR typically waste 30-40% of their R&D resources on features that provide marginal value.
Involving every team member in roadmap prioritization increased adoption of new features by 47%.
Neo4j is 70% more cost-effective than traditional databases for graph problems.
Keeping engineers out of open-ended customer conversations about prioritization increased development velocity by 35% while improving customer satisfaction.