01
Magnetic particle inspection
Hairline cracks on crankshafts, connecting rods, axles, gears under fluorescent UV. Operator-in-the-loop for non-relevant indications.
Pilot: live pilot, Tier-1 forgings, Bengaluru
Applications
Two niches we go deep on, plus four supporting capabilities. Pre-trained models for each — fine-tuned to your specific component during the pilot.
01
Hairline cracks on crankshafts, connecting rods, axles, gears under fluorescent UV. Operator-in-the-loop for non-relevant indications.
Pilot: live pilot, Tier-1 forgings, Bengaluru
02
Verify cleaning completeness on safety-critical components. Distinguish residue from penetrant indications.
Pilot: live pilot, auto component wash, Aurangabad
03
Porosity, cold welds, undercut, spatter on body, frame, exhaust.
Pilot: in scoping
04
Cell can dents/dings, electrode alignment, bus-bar weld QA.
Pilot: live pilot, EV cell line, Bengaluru
05
Missing fasteners, mis-orient parts, surface contamination on 2W frames.
Pilot: coming Q2
06
Tell us what you can't catch today. We've trained on stranger things than yours.
Process: 2-week scoping
Honest signal: Three of six categories have live pilots. The rest are scoping or pre-pilot. We say so on the cards instead of pretending otherwise.