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AI for Manufacturing Safety. Find what made it possible, not only who was there.

Manufacturing incidents repeat when the investigation stops at the operator. Intero traces each one to the guard, the procedure and the schedule behind it.

Why Manufacturing Safety Needs AI

Repetitive processes, rotating shifts, machine interactions, and high production pressure create patterns that are invisible in spreadsheets.

Manufacturing environments are characterized by repetitive processes where the same types of incidents recur, but across different shifts, lines, and facilities, making manual correlation nearly impossible.
Rotating shifts mean that no single supervisor sees the full picture. A near-miss on night shift may be forgotten by the time day shift arrives.
Machine interactions create complex hazard chains. A LOTO violation on one line can cascade into injuries on adjacent equipment.
Chemical exposure risks accumulate gradually. Individual readings may be within limits, but AI can detect trends that signal emerging danger.
High production pressure creates an environment where safety shortcuts become normalized, and spreadsheet-based tracking can't keep up.

Common manufacturing hazards

Manufacturing facilities face a consistent set of hazards. These are the ones that recur and cause the most serious injuries.

LOTO Violations

Lockout/tagout failures remain one of the most dangerous hazards in manufacturing. Bypassed procedures, missing locks, and incomplete energy isolation lead to serious injuries and fatalities.

Forklift & Vehicle Incidents

Powered industrial vehicles operating in shared spaces with pedestrians. Blind corners, congested aisles, and shift changeover traffic patterns create recurring collision risks.

Ergonomic Injuries

Repetitive motion, awkward postures, and manual material handling cause musculoskeletal disorders that account for a significant portion of manufacturing lost-time injuries.

Chemical Exposure

Solvents, degreasers, adhesives, and process chemicals create acute and chronic exposure risks. Gradual accumulation often goes unnoticed until symptoms appear.

Machine Guarding Failures

Removed guards, bypassed interlocks, and inadequate safeguarding on presses, lathes, and conveyor systems. Production pressure drives guard removal.

Shift Changeover Risks

Information gaps between shifts create hazard blind spots. Incomplete handoffs about equipment status, active hazards, and in-progress maintenance lead to preventable incidents.

How Intero helps

Intero investigates every incident to the same standard, whichever line or shift it comes from.

What Was Different This Time

Intero always asks what changed from normal: the equipment, the setting, the crew, the shift, the material. Each change is tested as a condition of the event.

Investigator-Style Follow-Up

Workers and supervisors report by typing or dictating and attaching photos. Intero asks the follow-up questions a seasoned investigator would, one at a time, then runs the causal analysis with every finding cited.

Lockout/Tagout Incidents

The isolation, the guard and the permit are graded as barriers by what the record shows. Intero asks how each control was left, and keeps the equipment out of use until it is examined as found.

Your Procedures, Cited

Your SOPs and training records are read with each case and cited beside the evidence, so a finding shows what the procedure required and what happened.

A press brake injury becomes an investigation.

Illustrative scenario.

A setter’s hand is injured at a press brake during a die change. The supervisor reports it with photos of the machine as found.

  1. 1Report typed with photos of the guard and the controls
  2. 2Intero asks: what was different about this die change from a normal one?
  3. 3Explanations tested: guard bypassed, interlock fault, an unplanned second stroke
  4. 4Evidence gap: the maintenance log for the interlock, suggested to the maintenance lead
  5. 5Corrective action: an engineered control, traced to the finding it answers, read back later

See how AI works in your manufacturing facility

Walk through a live scenario using your facility's hazards, your shift patterns, and your safety workflows.