Why boards buy it
The fine a GLOBAL COMPANY paid for lack of control over distant operations. Control is not a reporting line — it is the ability to see the whole company at any moment.
In one of Europe's largest AUTOMOTIVE GROUPS, every person loses about five minutes a day just reconstructing "who does what" — the truth the organization never wrote down. At group scale, that is the yearly cost of not having the twin.
The organization stops being the least measured asset of the company.
Each task gets its workload from three sources: the declared frequency and duration, the real executions recorded by the systems, and the work observed by the C LEVEL TWIN. When the three differ, the difference is visible and a person decides which value holds.
Cost is the workload multiplied by the cost of who does the work. The model sums it by task, JOB, unit, process and company. The same task done in two units at two different costs appears in one query.
Nobody is asked "how automatable is your job?". Each task carries its own automatability. The model computes the degree of automation of each JOB as the average of its tasks, weighted by hours. When technology improves and a task becomes more automatable, every JOB that contains it is updated. Periodic snapshots show the trajectory of each JOB: human, hybrid, agentic.
When governance chooses a transformation, the expected values are frozen: which KPIs, which values, by which dates. After the transformation the model measures the actual values. The difference is visible per KPI and per date, so a promised benefit can be checked.