Fixed intervals.
Tasks fall due by the calendar, whether the equipment needs them or not.
What needs maintenance, and when?
Maintain on condition, not the calendar. Every asset. Every window. Every trade-off.
See it worked throughThe plan was right
when it was written.
Maintenance plans are built on fixed intervals. Then equipment wears at its own pace, outages move and spares arrive late. The plan stays the same.
Condition ignored.
Inspection findings and sensor trends rarely feed back into when work is scheduled.
Windows wasted.
Outages come and go without the work that could have been done in them.
What the AI reads.
Condition, history, usage and the outage calendar, combined into a plan that moves when the equipment does.
In
- Maintenance plan
- Condition data
- Work history
- Outage calendar
- Spares & stock
- OEM guidance
At work
- Sense Reads plans, inspection findings and sensor trends.
- Understand Builds each asset’s real condition record.
- Check Checks each task against need, risk and history.
- Anticipate Forecasts wear and the right window to act.
- Operate Proposes a revised plan for the planner to approve.
Out
One revised plan. Every move carries its reason.
A plan that moves.
With its reasons.
Every change says why: the condition behind it, the risk of waiting and the window it moves into.
5 on plan or deferred · 2 moved · 1 brought forward
| Tag | Task | Status | Reason | Window |
|---|---|---|---|---|
| Brought forward | ||||
| K-201 | Compressor overhaul | Brought forward | Valve temperatures rising; risk of a trip before week 9 | Wk 2 outage |
| Moved | ||||
| G-501 | Gearbox oil and inspection | Moved | Particle count up in the last oil sample | Wk 5 |
| F-115 | Fan bearing check | Moved | Shares scaffold with the K-201 work | Wk 4 |
| On plan or deferred | ||||
| P-101 | Pump service | On plan | Condition as expected | Wk 4 |
| E-402 | Exchanger clean | On plan | Approach temperature trending as usual | Wk 6 |
| V-330 | Valve set tests | On plan | Due by regulation | Wk 2 |
| C-310 | Conveyor belt change | Deferred | Belt thickness 30% above the limit | Wk 7 |
| M-220 | Motor insulation test | Deferred | Stable for 18 months | Wk 11 |
Plan
Overhaul due in week 9 on a fixed 24-month interval.
CMMS · task PM-2201Condition
Second-stage valve temperatures up 11 °C in six weeks.
Historian · TT-2014 / TT-2015History
The last unplanned trip on this machine followed the same rise, five weeks after it began.
Work order WO-18820Window
A planned outage in week 2 already has the crane and fitters booked.
Production plan · rev 14
1Brought forward
2Moved
2Deferred
Changes to approve
- Brought forwardK-201 overhaul, week 9 to week 2 Maintenance planner
- MovedG-501 gearbox inspection, week 10 to week 5 Reliability
- DeferredC-310 belt change, week 3 to week 7 Reliability
Sign-off
- Maintenance planner Pending
- Production Pending
- Reliability engineer Pending
The AI proposes. Planning and production agree.
Illustrative example. Assets, readings and dates are fictional.
Built around your planners.
The plan stays yours. The AI does the reading and shows its working.
Works with your CMMS.
Reads from and proposes changes to the system you already plan in.
APIs & connectors ↗Every move explained.
Each change shows the condition, the risk of waiting and the window it uses.
How Check works ↗Learns your equipment.
Every accepted or rejected proposal is kept, so the next plan starts better informed.
How Anticipate works ↗Same records.
Other problems.
The records behind a plan answer other questions too.
What fails next?
Equipment failure
Spot the patterns and warn what may fail next.
See how →What’s blocking the restart?
Plant restart
Decide what’s ready and what’s blocking restart.
See how →What runs out before the next delivery?
Stock shortages
Anticipate shortages before they become a problem.
See how →What here isn’t safe?
Safety checks
Flag what’s unsafe or incomplete.
See how →Bring us last quarter’s plan.
We’ll show you which tasks the AI would have moved, and why.
Talk to us →LondonDiscovery AI Limited · United Kingdom
HyderabadReDscvry Technology Private Limited · India
ChennaiReDscvry Technology Private Limited · India