The Dependency Blind Spot: Why High-Performing Teams Misprioritize
And the Engineered Discipline That Fixes It
Mohammad W. Al Khatib
The dominant project prioritization frameworks in use today — RICE, ICE, and Weighted Shortest Job First (WSJF) — were designed for product feature selection, not for capacity-constrained execution. As a result, they share three structural blind spots: they treat dependencies as side constraints rather than scoring dimensions; they permit additive scoring that lets a project's strengths compensate for fatal weaknesses; and they admit subjective axes that are formally measurable but practically unmeasurable, transforming the framework into what we call a feelings-laundering machine. We propose IDTE, a four-axis multiplicative model — Impact × Dependency × Time-Criticality / Effort — derived through systematic constraint elimination against the seven Performance Domains of the PMBOK Guide (8th ed.). We argue that IDTE produces materially different prioritization decisions in capacity-constrained environments and articulate the conditions under which it should and should not be used.