Virtual commissioning uses a digital twin of a machine, cell or plant to validate control logic before it ever touches physical hardware, catching timing and logic errors in simulation rather than on the factory floor. In patent terms, the claims in this landscape cluster around control-system logic (IPC class G05B) and software/data-processing implementation (G06F), with robotics-specific and AI-augmented variants appearing less frequently. The technique sits at the intersection of industrial automation, physics-based simulation and enterprise software, which is why filings span such a wide IPC spread.

The dataset of 148 records ranks 40 assignees, and the field is heavily concentrated: the top 5 hold 124 records, or 83.8% of everything in scope, with the single leading assignee alone accounting for 52 records. Filing volume drops sharply after that — fifth place holds only 3 records and tenth place just 2 — so most of the ranked assignees are narrow, single-digit filers. Any competitive review should focus first on the handful of names at the top of that ranking rather than the long tail.

Filings rose from 10 records in 2017 to a peak of 37 in 2022, then fell to 8 by 2024 — a 73% decline over that three-year span, using only years that are complete. Because publication typically lags filing by around 18 months, the 2025 and 2026 figures in this dataset are still incomplete and should not be read as continued decline; they simply have not finished filling in yet. The honest read is a filing cycle that has passed its peak intensity around the core mechanism, with the true current trajectory not yet visible in the data.