
By analyzing months of team meeting transcripts using AI, lateralworks discovered that project delays stem from recurring systemic interrupts rather than internal team failures. These hidden obstacles typically involve unowned supplier items, administrative bottlenecks, and communication barriers at external boundaries. Furthermore, the specific language used by project managers serves as an early warning indicator for impending schedule slips long before they formally appear on charts. To accelerate portfolio performance, organizations must focus on environmental provisioning by supplying teams with necessary resources and actively removing these systemic roadblocks. Ultimately, continuous portfolio-wide monitoring allows organizations to identify and eliminate these invisible operational taxes that slow down product development.
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