Skip to main content
DARIKODA

Operational intelligence

Site supervisor reviewing shift log with operator on a Ghana site

Field capture · Cross-vertical

Why the QS dispute is decided at the moment of work, not at month-end.

Published 28 May 20266 min read
Theo Ilori

Theo Ilori

Founder, Darikoda. UCL MSc Mechanical Engineering. Former GE precision turbines, Caterpillar/Unatrac Ghana & Nigeria.

From mining contractors to plant hire firms to civils subcontractors, the same pattern: the dispute is decided when the work happens, not when the cert lands. Three industries, one operational truth.

A mining contractor argues hours against the mine's QS. A plant hire firm argues fuel deductions against a subcontractor's tally clerk. A civils subcontractor argues metres of drainage against the main contractor's joint measurement. Three industries. Three commercial structures. One operational reality.

The dispute is decided at the moment the work happens. Not at the moment the QS arrives, not at the moment the deduction lands. The structured evidence at the event is the difference between an absorbed cost and a recovered cost.

Three industries, one pattern

The mining contractor and the QS hour

Day-works billing means hours equal revenue. The mine's QS arrives with a tally that does not match yours. Your defence is the hour-meter reading at start and stop, the operator PIN at the controls, the GPS-confirmed position. If those exist as a structured record, the conversation is short. If they do not, the gap walks.

The plant hire firm and the fuel deduction

You supply diesel to a subcontractor at their project. The subcontractor's tally clerk produces a monthly reconciliation that shows your supplied volume against their used volume. The variance is yours to absorb unless every dispense carries operator PIN attribution, photo of the pump reading, quantity, time-stamp, and GPS.

The civils subcontractor and the measurement walk

Your drainage crew measured 412 metres on Section 7 over the cycle. The main's QS measures 388 at the joint measurement walk. Your defence is the per-metre log at the chainage, with the time-stamps, the GPS confirmations, the photo evidence. Without that, the difference comes off your invoice.

Why the moment matters

Three weeks after the work, memory thins. Operators have moved on. The handwritten note from the supervisor is missing a date. The fuel receipt is unsigned. The structured record cannot be created retrospectively because the conditions that supported it are gone.

When the QS arrives or the deduction lands, the operational evidence either exists in structured form or it does not. There is no third state. The reconstruction approach loses by definition: it cannot match the structured tally on the other side.

The principle

The dispute is decided at the moment of work. Not at the moment the cert lands. The structured record at the event is the recovery path.

What structured at the event actually means

Five properties separate a structured record from a reconstructed one. Each property is operationally cheap. Together they make the field evidence forensically defensible.

  • Operator PIN at the controls. Shared tablets, PIN-level attribution, so the hours, fuel and output stay attached to the person who did the work.
  • Time-stamp from server-side on sync, not from the local device. Local time is recorded separately but cannot be the system of record.
  • GPS confirmation on positional claims (dispense events, hour-meter at start and stop, quantity at chainage).
  • Photo evidence on disputed events (pump reading, completed pour, finished section).
  • Append-only sync. Corrections happen as new events that reference the prior event. The original entry remains.

The compound effect

One disputed hour at the end of one shift is a small cost. Six disputed hours per machine per month across an eight-machine fleet at USD 130/hour for twelve months is USD 75,000 absorbed per year. (Illustrative model, your number from the audit.)

Multiply across the patterns that compound: hours, fuel, materials, output. The leakage is small at the event and large at the year. The structured record closes the gap at the event, where it is cheapest to close.

What the audit produces

The 30-minute Operational Audit maps where the structured record is missing in your operation. It names the moments and the cycles where the absorbed cost is hiding. You keep the map regardless of next steps.

Operating recordField captureQS measurementCross-vertical

Want this analysis applied to your own operation?

30 minutes on WhatsApp. You walk away with a one-page leakage map specific to your fleet.

← Back to all Operating Notes

Operating Notes draw on extensive field audits and industry research across Ghana's mining, construction, roadworks, and quarry sectors. No specific operator is named or identifiable. External sources are cited inline where regulatory or commercial reference is made.

Message Theo to book the audit