Backlog, MTTR, SLA breach rate, and technician load — live on the dashboard, not in a Tuesday-afternoon export.
Maintenance analytics in most FM operations is a reporting function, not a management function. The report is produced once a week, or once a month, by someone who extracts data from the CMMS, manipulates it in Excel, and distributes a PDF. By the time the manager reads it, the data is three to seven days old. The SLA that was breached on Wednesday is already in the report. The opportunity to prevent it passed on Tuesday. The consequence is that maintenance management becomes reactive in two senses: reactive to physical faults, and reactive to performance data that arrives too late to act on. Backlog numbers are stale. Technician load is managed by feel. SLA performance is argued about in meetings based on imprecise figures rather than read off a live screen. Coreziyo's visibility and analytics layer is built on the live operational data, not on a reporting extract. Every work order status change, every SLA event, every technician assignment, every cost posting is immediately visible in the dashboards. The operations manager looks at the same screen at 8 am and 3 pm and sees the current state of the operation — not the state it was in on Monday morning. Decisions are made on current data, not historical data.
Visibility is not the same as reporting. Reporting tells you what happened. Visibility lets you see what is happening and intervene before the outcome is fixed. For maintenance management at scale, this distinction is the difference between an operation that manages by exception and one that manages by retrospect.
Coreziyo’s visibility and analytics capability is designed for the former. The dashboards are live because the underlying data is live — every technician’s action, every status change, every cost posting writes to the operational record in real time. There is no batch run, no export, no assembly step between the operational event and the management view.
At the scale of a 3,900-technician operation spread across 1,000+ buildings, this real-time visibility is what makes the operation manageable at all. No operations manager can track 150,000 monthly work orders individually. What they can do is monitor the indicators that signal when the operation is drifting from the plan — and respond before the drift becomes a problem.
What you actually get
Live backlog dashboard
Total open work orders, backlog age distribution, and overdue count by site, discipline, and priority — updated in real time. The operations manager sees the current backlog, not last week's backlog, and can act before it grows into a reporting problem.
MTTR tracking by category
Mean time to repair, broken down by asset class, fault category, site, and technician team. Trends over time identify whether response is improving or deteriorating — and which categories are driving performance in either direction.
SLA adherence and breach analysis
SLA compliance rate, breach count, and breach reason codes — live and by period. Drill from the summary rate to the individual breached work orders with one click. The analysis that previously required an Excel session is a live dashboard.
Technician load and utilisation
Open job count, estimated completion time, and travel distribution per technician — visible to supervisors and coordinators in real time. Overloaded technicians and underutilised ones are visible before the day ends, not after.
Cost per work order and per asset class
Maintenance cost by asset class, building, discipline, and period. Labour, parts, and third-party costs are broken down per work order and aggregated to the dashboard level. Budget variance is visible live, not at month-end.
How it shows up in real operations
The GCC FM operator running 150,000+ work orders a month uses Coreziyo's live dashboards as the operations centre's primary management tool. The operations manager arrives each morning and opens the backlog dashboard: 340 open jobs, of which 12 are in SLA breach risk (clock expires in under two hours), 3 are overdue from yesterday, and one critical asset — a main switchroom at a commercial tower — has a fault that is sitting unassigned because the certified electrical technician is on another job. The manager reassigns the switchroom fault, escalates the three overdue jobs, and reviews the technician load panel to redistribute two overcrowded queues. This entire decision cycle takes eight minutes. The alternative — phone calls, spreadsheet updates, emails to supervisors — would take most of the morning, by which time several SLAs would already be breached.