Real-time monitoring

Live inspection, with a person in the loop

Follow live sessions, see potential hazards as they are raised, and review each one with its evidence beside it. Nothing becomes a violation until a competent person says so.

HSE professionals reviewing documents together in a site office.
Illustrative image

Live view

What a reviewer sees while a session runs

Detections appear on the frame, findings stack up beside it, and every one is marked with its review status and confidence.

VISION exhibition display: detections boxed on a construction scene, a findings list, and session figures along the bottom.
Real VISION screen — exhibition environment with AI-generated demonstration footage. Nothing on screen is staged.
  1. 1

    Labelled detections

    People, PPE status and plant are boxed on the frame with the model’s confidence.

  2. 2

    Findings list

    Each potential hazard appears with a thumbnail, status and reference number.

  3. 3

    Clear review status

    “Pending human review” stays on every finding until someone decides.

  4. 4

    Session figures

    Findings raised, awaiting review, confirmed, frames analysed and AI response time.

Event lifecycle

Every finding has a clear state

  1. Potential

    Raised by the AI. Waiting for review.

  2. Uncertain

    The evidence is mixed or incomplete. Never spoken or auto-reported.

  3. Confirmed

    A competent person agreed. It can now become an observation.

  4. Dismissed

    A person rejected it, with a reason that stays on the record.

Dismissal reasons

  • False positive
  • Duplicate
  • Not applicable
  • Already controlled
  • Poor image
  • Other

Evidence review

Decide with the evidence in front of you

The review inbox shows each finding with its frame, status and confidence. One click confirms; dismissing asks for a reason.

  • Original and annotated frames, kept only when there is an event
  • Short video clips cued to the moment of detection for Head Office review
  • Evidence stored privately and opened only through a permission check
VISION review inbox listing potential findings with Confirm and Dismiss controls and a dismissal-reason selector.
Real VISION review inbox — exhibition environment with demonstration data.

Head Office oversight

One view across sites

Safety Walk Reports

Each walk’s findings, evidence and an Arabic or English summary, approved or returned to site.

Findings register

Every confirmed finding across projects with severity, owner and status.

5×5 risk matrix

Likelihood and severity, so attention goes where it matters.

Escalation

Findings can be escalated to the people who need to act on them.

Exports

PDF, Excel and CSV for meetings and audits.

Separation of duties

Inspectors cannot approve their own reports, on by default.

Report summaries are written by AI only when the organisation enables it, and are checked against the report’s figures; otherwise they are written from the figures directly. The page always says which.

See VISION with your own site in mind

Book a guided demonstration. We will walk through the exhibition scenarios, the human review workflow, and what a rollout on your projects would involve.