The Human-AI Partnership Framework

Where human judgment belongs

Perform-to-Grow

PCF 7.3 · Develop Talent

4 PCF processes · 10 roles involved · 1 governed decision point

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Description

This value stream comprises one APQC PCF process group: 7.3 Develop and Counsel Employees — spanning 4 Level 3 processes and 18 Level 4 activities.

At the activity level, this value stream's work breaks down as 12 Knowledge activities (judgment, synthesis, and interpretation-driven work), 4 Transaction activities (rules-based processing suited to automation), 1 Document activity (content generation), and 1 Decision activity (judgment-and-authority gates that stay human by design). No Exception-pattern activity exists within this value stream.

At M3 (HITL Design Intent), the value stream's aggregate human-involvement ratio is 58%, down from a 79% undesigned baseline — a 21-point AI convergence opportunity.

KPIs

Business Impact Metric & Formula (where confirmed)Source
Engagement score
No single standardized formula — SHRM: “there is no one way to measure Engagement.” Measured as weighted average of favorable (Agree/Strongly Agree) responses across an engagement survey, per cycle
SHRM
Internal mobility rate
Employees moving to a new internal role ÷ total headcount, measured annually
Manager effectiveness
Weighted average of manager-effectiveness survey/360-review items (0–100 scale), by review cycle
Revenue / productivity per employee
Total revenue (or output value) ÷ average headcount, per fiscal period

Roles Involved

RoleTier
CHROExecutive
VP People & CultureExecutive
Director of Talent AcquisitionManagerial
Director of HR OperationsManagerial
Director of L&DManagerial
HRBP ManagerManagerial
HR GeneralistOperational
L&D SpecialistOperational
Onboarding CoordinatorOperational
Managers*External

Governed Decision Points

PCFDecisionAuthorityEscalates To
7.3.3.4Establish succession plan for a role or individualDirector of L&D, HRBP ManagerVP People & Culture (Executive)