AI Real-time Hazard Detection

Confirming and resolving detections

The procedure for confirming detected cases and recording the action taken.

If detections only pile up, the screen soon becomes meaningless. The purpose of this screen is to bring Pending down to zero every day.

The path of one detectionIt takes two human actions to close. Whatever is still Pending is today's to-do list.PendingThe AI just caught itNo one has lookedat it yetConfirmedSomeone checked itAware of the situation,no action taken yetResolvedHandled on siteWrite downwhat was doneConfirm buttonResolve button · Enter action takenScenes the AI finds no problem with stay Normal, skip this flow, and are hidden from lists by default.
The goal of this screen is to leave nothing Pending. If you record the action taken, the history later shows exactly who did what.

Three stages

Pending

The AI has just caught it. No one has looked at it yet.

Check Danger-level cases immediately and Warning-level cases within the day.

Confirmed

Open the detection card, look at the snapshot and AI analysis, and click Confirm.

It means "I have seen this situation." It has not yet been handled on site.

Resolved

After actually handling it on site, click Resolve. You can enter the action taken at this point.

Even a short note on what you did shows up as is in the history later.

Reading the snapshot and AI analysis

When you open a detection card, each item shows:

  • Risk level: Normal / Warning / Danger
  • Confidence: How sure the AI is
  • Explanation: A sentence on why it judged that way

If cases caught as Danger with low confidence come up often, there may be room to adjust that camera's detection area or instructions.

If it was caught by mistake

Even when the AI saw it wrong, click Confirm to handle it. If you leave it Pending, it gets buried among the cases that really need checking.

If the same false detection repeats, it is better to reduce the cause.

False detection typeWhat to adjust
People or vehicles outside the site are caughtNarrow the detection area to inside the site
A worker wearing a hard hat is caught as not wearing oneWrite the site's conditions in that item's instructions
A guard after hours is caught as after-hours entryAdjust the working hours or narrow the restricted area
Materials or shadows are seen as peopleRemove that zone from the detection area

Writing the action taken

Keep it short and specific, with the later reader in mind.

  • Good: "Told 3rd-floor worker to wear a hard hat, confirmed it is worn"
  • Good: "False detection. A passing outside vehicle"
  • Not enough: "Checked"

This content goes into the Excel file from Detection History as is, so you can use it as safety inspection material.

End-of-day check

Before leaving, check the following.

  1. Set the status filter to Pending
  2. Handle any remaining cases
  3. If any camera chip shows Offline, tell the person in charge

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