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Cement AI Camera Deployment Checklist: CMMS Template

By Corin Hale on September 23, 2026

A cement plant rolling out AI cameras needs more than hardware. This checklist helps teams verify camera placement, network and storage readiness, commissioning, training, and CMMS integration before moving from pilot to full-plant coverage. Work through each section zone by zone and mark every item complete before go-live.

CEMENT AI CAMERA DEPLOYMENT CHECKLIST

Cement Plant AI Camera Deployment Checklist

Use this practical checklist to plan camera placement, validate infrastructure, prepare operators, and connect AI detections to maintenance workflows.

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DEPLOYMENT CHECKLIST

☐ Zone mapping & placement

☐ Network & storage sizing

☐ Camera commissioning

☐ Operator training

☐ CMMS integration

QUICK START

AI Camera Deployment Readiness Checklist

Complete these core checks before installing cameras or moving from a pilot zone to full-plant deployment.

Planning

Map all priority zones Identify failure and safety risks Assign a deployment owner Create CMMS asset records

Infrastructure

Confirm network capacity Verify storage requirements Test local buffering Confirm offline operation

Operations

Assign alert owners Train shift supervisors Validate alert thresholds Connect alerts to CMMS

PLACEMENT CHECKLIST

Zone-by-Zone Camera Placement Checklist

Map camera coverage by zone rather than camera by camera. Confirm field of view, access, asset ownership, and CMMS records before commissioning.

Kiln, Preheater & Cooler

Identify kiln shell hot-spot zones Cover preheater cyclone stages Cover cooler vents Confirm thermal-camera field of view Check scaffolding and relining impact Create CMMS asset record

Mill & Grinding Circuit

Cover mill inlet and outlet chutes Cover separator housings Confirm dust impact on visibility Verify lens-cleaning access Confirm maintenance access Create CMMS asset record

Conveyors & Transfer Points

Cover belt transfer chutes Cover tripper cars Check skirt-board areas Verify belt-misalignment visibility Re-check coverage after chute modifications Create CMMS asset record

Silo, Loadout & Packing

Cover silo overfill points Cover truck and rail loadout bays Cover bag-packing lines Check confined-space entry points Verify access-hatch visibility Create CMMS asset record

Perimeter, Quarry & Haul Roads

Cover haul-road intersections Cover mobile-equipment blind corners Cover plant perimeter gates Check remote connectivity Verify field of view Create CMMS asset record

NETWORK & STORAGE

Network Bandwidth & Storage Checklist

Validate infrastructure before go-live, especially in remote quarry, silo, haul-road, and high-dust areas.

Confirm uplink capacity at the furthest camera Verify bandwidth requirements for each camera Confirm event clips and metadata transmission Configure local storage buffering Test buffer operation during network outage Define footage retention requirements Confirm retention meets EHS and insurance requirements Test alerts during WAN outage Verify detection and CMMS timestamps match Confirm IP66-rated enclosures where required Schedule camera lens-cleaning PM tasks

DEPLOYMENT TIMELINE

4–6 Week Deployment Checklist

WEEK 1

Zone Mapping & Asset Tagging

Walk all five priority zones Confirm camera count and placement Create CMMS asset records

WEEK 2–3

Installation & Network Commissioning

Install camera units Confirm field of view Validate bandwidth Test offline buffering

WEEK 4

Model Tuning & Alert Thresholds

Calibrate detection thresholds Validate baseline conditions Review false positives

WEEK 5

Operator & Supervisor Training

Train shift supervisors Train maintenance planners Assign alert owners Confirm mobile access

WEEK 6

Go-Live & CMMS Handoff

Enable live alerts Enable work-order generation Handover coverage map Schedule ongoing calibration reviews

Turn this checklist into a live deployment plan

See how OxMaint connects camera assets, alerts, calibration history, coverage gaps, and maintenance work orders in one system.

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TRAINING CHECKLIST

Operator & Supervisor Training Checklist

Complete the training checks before go-live and repeat the required reviews after deployment.

Before Go-Live

Walk each zone with the shift team Demonstrate live camera views Explain alert triggers Assign alert owners by shift Confirm mobile app access

After Go-Live

Review false positives weekly Retrain after placement changes Add alert triage to onboarding Audit closed work orders monthly Review coverage quarterly

CMMS INTEGRATION

AI Camera to Closed Work Order Checklist

Make sure every detection has a defined path from identification to documented close-out.

Detection AI camera identifies the condition

Alert Alert includes zone, timestamp, and event clip

Work Order Work order is created against the correct asset

Assignment & Close-Out Technician receives and closes the work order Notes and photos are recorded

Audit Record Detection, alert, work order, and close-out are traceable

COMPLIANCE CHECKLIST

Safety & Audit Readiness Checklist

Build evidence collection into the deployment rather than reconstructing it later.

Configure PPE and restricted-area detection Automatically document relevant detection events Define incident evidence retention Match retention with insurance requirements Confirm required regulatory retention periods Maintain camera placement records Maintain calibration history Maintain detection and work-order history Verify audit reports can be generated

FINAL GO-LIVE CHECK

Is Your Cement Plant Ready for AI Camera Go-Live?

Complete the final checks before switching from test mode to live alerts and CMMS work-order generation.

All priority zones are mapped Every camera has a defined field of view Every camera has a CMMS asset record Network capacity has been validated Local buffering has been tested Storage and retention policies are approved Detection thresholds have been calibrated Shift teams have completed training Alert owners are assigned CMMS work-order generation has been tested Work-order close-out has been tested Audit records are available Coverage review cadence is scheduled Go-live owner has approved deployment