A smaller cabinet. The same components. How would AI lay it out?

A valve can fit on the mounting plate while leaving too little room for a fitting, a tube bend or maintenance access. MST considers component positions and connection paths together, using your approved parts, P&ID connections and declared space constraints to evaluate a workable equipment layout.

DIRECT ANSWER

MST AI Engineer evaluates component positions and connection paths together, so a layout can be checked for routable ports before the selected arrangement is built in SolidWorks. The current implemented scope—controlled modular semiconductor process-equipment assemblies—uses your approved parts, declared objectives and hard constraints.

Request a live demo Watch the 92-second assembly demo Product workflow Verification method

Concept illustration of coupled component placement and three-dimensional route planning — Concept illustration — optimization is bounded by declared objectives, constraints and allowed models.

WORKING IN A TIGHT SPACE

How can I fit the components and still connect every port?

Start with one gas panel, gas box or equipment module. Bring the available envelope, approved native parts and required connections; identify the constraints your engineer needs to check.

Engineers describe tight skid layouts and repeated adjustments to make piping fit in this equipment-skid workflow discussion. These are public workflow examples, not MST customer results.

Will all the components fit?Evaluate positions and orientations using the actual approved models, the module boundary and declared keep-out regions.

Can the ports be connected?Include port identities, interface directions, permitted fittings and configured tubing rules when judging a candidate layout.

Can we install and service it?Declare installation and service clearances explicitly. Agree which checks can be evaluated and which still require engineering review.

What if I move a valve?Re-evaluate the affected placement and connection paths together, then inspect the selected result in the native assembly.

01 / BUYER FIT

Treat layout and routing as one coupled feasibility problem.

GOOD FITCurrent fit: a controlled modular semiconductor process-equipment assembly with approved component models and interfaces, an explicit module boundary, routing rules, keep-outs, service access, hard constraints and measurable objectives such as envelope or route complexity.

NOT A FITAn unconditional global optimum, missing physical constraints, arbitrary plant design or an autonomous production-release decision. Other equipment domains require separate qualification and configuration before capability is claimed.

02 / REDUCE LAYOUT REWORK

Why do I keep moving a valve after I change the pipe route?

The valve position determines where the route starts, while the available routing space limits where the valve can go. Fixing one without checking the other can create another round of changes. Evaluate placement and routing together, using the actual fittings and installation clearances your design requires.

Layout candidateChoose approved components, positions, orientations and interface assignments.

Route candidateSearch physical paths, layer changes, bends and fittings under route rules.

FeedbackA blocked or costly path can reject the pose and return the layout to search.

AcceptanceExecute the selected bounded plan, reopen the native assembly and present evidence to an engineer.

PUT THIS INTO PRACTICE

Continue with your own assembly task

Review the layout and routing approach See how supported spatial constraints and connection requirements shape a physical assembly plan.

Set layout and connection checks Record required constraints, expected results and evidence before judging the selected layout.

Compare assembly and piping workflows Use the source-linked comparison to choose which approaches to evaluate for your module or piping task.

Qualification question

Which layout decision creates the most routing rework?

Describe one non-confidential module boundary, the allowed component set, the hard constraints and the objective your engineers currently trade by hand.

Review the optimization case