Operating Model & Workforce · Redesign the Enterprise
Human-Agent Performance Model
Measure what actually matters when AI does the work and humans supervise it.
What it is
Design of a performance measurement model for human-agent operations: how to measure AI system quality, human supervision effectiveness, escalation health, override patterns, business value and combined human-agent performance. Built to replace performance metrics designed for human-only work, which systematically misrepresent performance in hybrid human-agent environments.
Who it is for
COOs, CHROs, operations leaders and heads of AI who need to manage and measure performance in a hybrid human-agent operating model — and recognise that existing KPIs were not designed for this environment.
What the engagement includes
Current metrics audit, human-agent KPI design, measurement architecture, dashboard specification and a written Human-Agent Performance Model with implementation guidance.
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