Asset Desk TGTRANSCO · in association with NI MSME · delivered by TechBaton

Track 3 · Asset & Maintenance · 1 day
Start here

The tower you have not climbed yet.

Five drills. You leave with a printed maintenance plan, and five things for the section wall.

All assets, defects and imagery here are synthetic. Nothing is a TGTRANSCO asset record.
The asset chain · five desks, one assetselect your desk
Five desks, one asset. Every one of them is deciding what gets touched next and what waits.
The rule we teach before anything else

AI flags and ranks. A named engineer plans and despatches.

No model raises a work order, clears a line, closes a defect or signs off an inspection. The plan carries a name.
Take it back to the section

My maintenance plan

Everything you assigned today, bucketed, with your reasons. Print it and take it to the section meeting. Nothing is stored in the browser — print before you close the tab.

Five take-homes

Five things for the section wall

Your maintenance plan is the personal one, and it is take-home 04. The other four are the same for every desk on the route, and every one of them comes out of the printer.

Take-home 01Asset health scoringWhat a score is, the two panels to open before acting on one, and the two ways it fails.
Take-home 02Severity triage sheetS1 to S4 and R — the grade the AI cannot assign and you must.
Take-home 03Vegetation risk checklistAccess sets the date. Risk sets the order. Six things before you sequence.
Take-home 04Maintenance action planYour plan, above — buckets, what you overrode, and what you deferred.
Take-home 05Prompt libraryFive guardrails. The work-order one keeps an invented specification out of a store issue.
Take-home 01

Asset health scoring quick-guide

A score is a ranking, not a prediction. 36 means look here first. It does not mean 36 days or 36 percent.

Before acting on any score, open two panels
High score or low — both
  1. Contributions. Which input moved it, and by how much. One gas can dominate a composite, and an engineer who reads only the composite never sees which.
  2. Data currency. How old is each input. A score is only as fresh as its oldest input, and it will not tell you which one that is.
Four questions for any asset health score
Ask them before the score reaches a plan
The two failure directions
They do not cost the same
An asset with a good score and a stale DGA is not a healthy asset. It is an unmeasured one.
Take-home 02

Inspection severity triage sheet

Five grades. Four of them the model can guess at; the fifth is yours alone.

GradeMeaningActionTimeline
S1 — ImmediateFailure imminent, or safety of persons at riskAct on the next available outage window; inform the control roomSame-day decision
S2 — UrgentWill degrade to S1 within the cycleSchedule within the monthNamed in the plan
S3 — RoutineReal defect, stable, no near-term progressionNext planned maintenanceCycle
S4 — MonitorObserved, not yet a defectRe-observe at next patrolNext patrol
R — Re-checkThe finding cannot be graded from the evidence availableManual or close-range verification before gradingBefore the plan is signed
R is the grade the AI cannot assign and you must. Any finding based on a single frame, an oblique angle, a backlit image, or an estimate without a reference measurement is R — whatever severity the model printed against it.
Three checks, every finding
Before the route is closed
  1. A clean report is not an inspected line. Confidence is not coverage. Open the low-confidence list before closing the route.
  2. Every severity carries its evidence. A grade without an image and a tower ID is not a finding.
  3. The model advises and I decide, and the plan records the reason.
Take-home 03

Vegetation risk checklist

The score is the start of the decision, not the decision.

Six things, then sequence
In this order, and not by score
  1. Risk score. What the model found. This is where you start.
  2. Growth rate and species. What it will be by the next cycle. A fast-growing species at medium score outranks a slow-growing species at high score.
  3. Last clearance date. The interval matters more than the current state.
  4. Access. Foot-only, 4×4, stream crossing, forest. Access sets the date; risk sets the order.
  5. Permission. Private land, forest clearance. Start it before you need it — the permission takes longer than the clearing.
  6. Season. What closes, and when. A monsoon window missed is a full cycle lost.
The AI produces the risk score. The plan is the risk score plus access, plus growth rate, plus permission, plus the season — and every one of those four is knowledge the model does not have and the room does.
Take-home 05

Prompt library — the guardrails that survive the day

Five instructions. Number two is the one that keeps an invented specification out of a store issue.

Maintenance plan · 0 items assigned · not printed