AEGIXCORE

Articles

Field notes
from the floor.

How plants actually get safer — hazard by hazard, written by the team deploying edge AI across Indian industry.

Illustrative environment — fenced robotic work zone

Platform · 5 min read

Command-to-stop: the architecture question behind machine safety

Most safety automation grants machines permission to run and reacts to danger. An edge AI architecture can invert that: machines run only while the zone is proven safe.

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Illustrative environment — robotic welding cell

Cell Guardian · 5 min read

Robot cell safety beyond the light curtain

Light curtains protect a plane. People enter robot cells around, over, and behind them — and welding smoke defeats ordinary cameras. What full-cell awareness looks like.

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Illustrative environment — e-coat tank line

Bath Guardian · 4 min read

The hazard you cannot see: energized e-coat tank lines

An e-coat tank carries DC current through hundreds of litres of liquid, with no visible warning. How AI sensing cuts rectifier power before anyone reaches the tank.

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Illustrative environment — pedestrian and AGV crossing

Crossing Guardian · 5 min read

Where people and vehicles cross: rethinking the plant crossing

Plant crossings rely on paint, mirrors, and habit. Convergence-based AI sensing acts only when a pedestrian and a vehicle are actually about to meet — killing alert fatigue.

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Illustrative environment — industrial press zone

Press Guardian · 4 min read

The reach-in everyone has done a thousand times

Press incidents come from the routine reach-in, not the rare mistake. How continuous zone monitoring blocks the cycle while anyone is in the die area.

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Illustrative environment — loading dock

Dock Guardian · 4 min read

Docks after dark: protecting people where trucks reverse

Docks mix reversing trucks, forklifts, and people — outdoors, in rain, at night. What continuous detection looks like when a driver's mirror is the only safety system.

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Illustrative environment — critical electrical room

Access Guardian · 4 min read

The two-person rule your door lock cannot enforce

LT panel rooms demand two-person entry, authorized personnel, and a full log. A key enforces none of it. What enforcement-by-design looks like for critical rooms.

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Illustrative environment — fire pump room

Fire Guardian · 4 min read

Fire pumps fail silently. Readiness should be loud.

Pressure drifts, diesel drains, batteries age — silently, for months. Why fire infrastructure needs 24/7 monitoring, and what continuous readiness looks like in production.

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Illustrative environment — modern assembly line with live pose assessment

ERGO · 5 min read

REBA from video: what changes when assessment is automated

Manual ergonomic assessment covers one workstation per visit. Automated video assessment scores posture frame by frame, every workstation, with reports in minutes.

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Illustrative environment — deployed controller and camera module beside a fenced robot cell

Platform · 5 min read

Why safety decisions cannot live in the cloud

A safety system that needs the internet inherits the internet's failures. The case for edge AI: local decisions, hardwired actions, and video that never leaves the plant.

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