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The Envisago AI Value Operating Model™
Most organisations have deployed AI. Fewer have redesigned how their operations work with it. The result is a widening gap between AI investment and operating impact: workflows running on pre-AI logic, agents operating without systematic management, and governance frameworks built for a different era.
The Envisago AI Value Operating Model™ (AIVOM) closes that gap.
A continuous loop connecting four elements, Value, Design, Capability, and Performance, that makes AI value deliberate, repeatable, and compounding across the organisation.
Value. What value is being sought and how it aligns to the organisation's or function's strategic direction. Every engagement starts here.
Design. How the workflow operates with AI. Where AI sits, at what level of autonomy, with what boundaries, quality gates, and agent specifications.
Capability. How roles, responsibilities, and human judgement change within the redesigned operation. What people need to be able to do, not just what tools they need to use.
Performance. What results to track across speed, quality, value, and cost. The measurement framework that confirms whether the redesigned operation is delivering the value it was designed to produce.
These four elements operate at two levels: at the individual workflow, where each element is applied to a specific process, and across the function or organisation, where the same elements govern how AI-enabled operations are managed and measured at scale.
AIVOM is applied through three service disciplines: AI Workflow Design, AI Agent Management, and AI Operating Governance.
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