One guided loop.
Many kinds of work.

Preventive and corrective maintenance depends on procedures that were written once and are performed thousands of times — usually from a binder, a PDF, or memory. Small deviations accumulate, and the record of what was actually done is often thin.

Spatial PI is designed to lead the technician to the right component, confirm its current state, show each step anchored to the equipment, and verify the result before the job is closed — so the maintenance record reflects the work, not just the sign-off.

Inspection means moving constantly between the object and the reference — checking parts, wiring, welds, and assembly details against a standard that lives somewhere else. Repetition and fatigue make it harder to stay consistent through a shift.

Spatial PI is designed to locate each inspection point, help assess its state visually, keep human judgment in the loop, and connect observations and image evidence to a reviewable inspection record.

New workers learn from slides, shadowing, and trial and error. The distance between the classroom and the machine is where most of the learning is lost.

Spatial PI is designed to teach on the real equipment: 3D instructions anchored to the object, corrective overlays that show what correct looks like, and verification that tells the learner — and the trainer — when a step was done right.

Assembly and installation sequences are long, variant-heavy, and unforgiving. A part placed in the wrong position or orientation may not be caught until much later in the process.

Spatial PI is designed to show the next part and its correct position on the assembly, check the state after each step, and flag deviations before the next step begins.

Field technicians often work alone, on equipment they may not have seen before, without an expert nearby. The procedure they need is rarely written for the exact asset in front of them.

Spatial PI is designed to bring the approved procedure and visual context to the equipment itself — recognizing the asset, guiding the work step by step, and documenting the outcome for the team back at base.

The most valuable procedures in many organizations are not written down. They live in the habits of a few experienced people, and they leave when those people do.

Spatial PI is intended to turn that know-how into guided procedures anchored to the equipment — so it can be reviewed, approved, and reused across the organization instead of relearned from scratch.