Digital Twins

Three twin types form the intelligence layer: modeling customers, experts, and the company itself into one shared truth.

Customer Twins

Model what customers need, prefer, and expect across touchpoints.

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Expert Twins

Capture what experts know so scarce knowledge scales across the organization.

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Company Twins

Represent organizational capabilities, constraints, and decision patterns.

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