The agent runs the math
It executes the full calculation pipeline and applies the relevant engineering codes automatically.
It executes the full calculation pipeline and applies the relevant engineering codes automatically.
Senior engineers review the output instead of producing it; computation becomes mechanical.
Documentation is drafted and ready, so far more priced proposals go out in the same window.
Hours of math, the kind of work that decides whether a refinery starts up on time. Bottlenecks form around scarce expertise and proposals miss deadlines.
The senior engineers become a single point of failure, doing computation work instead of judgment work.
An agent that executes the full calculation pipeline, applies the relevant engineering codes, and drafts the documentation.
Senior engineers review the output instead of producing it. Judgment stays human, computation becomes mechanical.
Not a productivity tool but a change in who does what. Capacity scales without hiring more senior engineers.