Manufacturing & Industrial.
Inline inspection, plant safety, compliance and asset intelligence on the factory floor.

12 systems.
Athreix has built 12 AI systems for manufacturing & industrial: ARCHOS, Sugam Pattern Studio, Pooja Compliance OS, RigMind AI, PV-Inspect, CastScan, Floor Clean Check, EdgeOpt, SafeVision, Pipe Cleaning Robot, Wireless Feeder Monitoring, ML Viscosity Measurement. Inline inspection, plant safety, compliance and asset intelligence on the factory floor.

AI-native software · Deployed
ARCHOS
Turn construction drawings into reviewable quantities with a source trail.

AI-native software · Deployed
Sugam Pattern Studio
An offline pattern workbench for measurements, garment geometry and saved jobs.

AI-native software · Deployed
Pooja Compliance OS
A factory compliance POC that connects checks, renewals and audit preparation.

AI-native software · Proof of concept
RigMind AI
Connect fleet health, maintenance risk and operating reports in one command view.

Computer vision & applied AI · Reference-based panel inspection
PV-Inspect
Inspect appliance panels against a reference and see where they differ.

Computer vision & applied AI · Industrial X-ray inspection
CastScan
Find internal casting defects from X-ray images before they reach the next stage.

Computer vision & applied AI · Vacuum & mop inspection pilot
Floor Clean Check
A photo inspection pilot for vacuum and mop tests that estimates wet and dry areas.

Computer vision & applied AI · Model optimisation for devices
EdgeOpt
Prepare models for constrained devices and compare the result with the baseline.

Computer vision & applied AI · Safety-event video analytics
SafeVision
Turn camera feeds into reviewable safety events and local reporting.

Hardware · Physical prototype
Pipe Cleaning Robot
A tracked prototype for pipe cleaning, debris removal and camera inspection.

Hardware · System design
Wireless Feeder Monitoring
A proposed monitoring system for machine vibration, history and health alerts.

Hardware · Research reference
ML Viscosity Measurement
A research route for estimating fluid viscosity from a vibrating mechanism.