Pattern · VF-P10 · Tracked since 2026-07
Identification-tooling as a capacity substitute
The publication's own analytical convergence of VF-P8 and the workforce mandate-capacity evidence (VF-Synthesis); stated directly by no single source — awaits external corroboration
The longitudinal record
2026-07 · Provisional
When specialist time is the scarce resource, coding, screening and triage tools function as a capacity multiplier by allowing non-specialist staff to correctly route patients to the specialists who remain — but only if identification triggers continuous specialist relationship rather than becoming a documentation end-point in itself.
EvidenceTraining posts committed, allocation undecided: this month's central workforce tension
Cite as: The Value Forge, pattern VF-P10 — “Identification-tooling as a capacity substitute”, tracked since 2026-07. CC BY 4.0.