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Figure Figure 1 Revenue operations & AI

The Four Architectural Modalities of Knowledge Transfer

ORGANIZATIONAL KNOWLEDGE SPECTRUMHighly tacit and contextualHighly codified and algorithmicModality A:Apprenticeshipand pairingOne-to-one shadowing,live co-pilotDebrief and sparringModality B: Communityof practiceCross-team peer reviewForum sharingand calibrationModality C:Standardized playbooksStep-by-stepdecision treesCase rubricsModality D: Embeddedsystem guardrailsCRM rules and CPQlimitsAutomated qualityassurance

Reference & Evidence

Source: Diagram from this essay. Sources and interpretation are given in the article.