Model the organization around engineering output.

Engineering teams produce measurable artifacts, code, infrastructure, shipped features. But the efficiency with which they produce these artifacts is determined by organizational structure: how requirements flow in, how dependencies are managed, how testing and deployment are coordinated, and how engineers spend their time relative to their intended role. The digital twin makes these structural dynamics visible and measurable.

A computational model of how your engineering organization operates, with specific, actionable direction from the Role Architecture and Capacity engines for reducing coordination overhead, clarifying ownership, and ensuring that engineering capacity is directed toward engineering work.