ROI calculator
Net present value, millions USD
2.07
Return on investment (ROI), %
159.9
Simple payback period, years
1.37

Proven Results

Measurable, sustained improvements across heavy asset operations

Aggregate Impact
Total Value Delivered
$180M+
Total Value Delivered
Measured operational improvements across deployments
Average Productivity Gain
+27%
Average Productivity Gain
Typical improvement in equipment utilization
Idle Time Reduction
-30%
Idle Time Reduction
Average decrease in equipment idle states
Operator Turnover
-20%
Operator Turnover
Improvement in workforce retention

Proven Results

Measurable, sustained improvements across heavy asset operations

Aggregate Impact
Total Value Delivered
$180M+
Total Value Delivered
Measured operational improvements across deployments
Average Productivity Gain
+27%
Average Productivity Gain
Typical improvement in equipment utilization
Idle Time Reduction
-30%
Idle Time Reduction
Average decrease in equipment idle states
Operator Turnover
-20%
Operator Turnover
Improvement in workforce retention
180
M$
Saved in 3 years by reducing downtime at Eurasia's largest coal mine
180
M$
Saved in 3 years by reducing downtime at Eurasia's largest coal mine
+
27
%
Mining productivity through optimized workflows and AI-based control
+
17
%
More overburden moved
+
27
%
Mining productivity through optimized workflows and AI-based control
More overburden moved
+
17
%
+
5
%
Equipment utilisation rate
+
10
%
Speed of dump trucks
+
5
%
Equipment utilisation rate
Speed of dump trucks
+
10
%

Case Studies

Where the numbers come from

Two operations, measured against a stated baseline. Everything above on this page is an aggregate; these are the deployments behind it.

Coal · Sakhalin · ~1,000 units

Solntsevsky coal mine

$180Meconomic effect for the customer over three years
+27%shovel-fleet productivity, 2025 against the 2021–2022 baseline
14.6% → 8.9%shovel idle time waiting for trucks, share of calendar time

Around a thousand units of equipment under management around the clock. The platform assigns trucks to shovels in real time, places equipment ahead of shift change and flags the refuelling moment that keeps a shovel working.

What we do not claim: of the 5.7 percentage point reduction in shovel idle time, 2.5 points — 44% — are attributable to balancing. The rest came from higher equipment availability, which is maintenance rather than software. Over the same period the average haul distance shortened from 3.9 to 3.6 km, which improves speed and cycle time on its own.

Gold · West Africa · pilot

Cloud pilot at a gold operation

95%+haul cycles recognised, verified against manual records
2 weeksfrom contract to live operation in the cloud

A limited fleet — several haul trucks and one shovel — instrumented and connected to a cloud instance. Detected cycles were compared against two independent sources: the operation’s manually recorded shift data and on-board records. Heat, dust, rainy season and intermittent LTE throughout.

The pilot led to a full-scale deployment contract, with a second stage covering auxiliary equipment, road condition monitoring and speed control.

We do not publish the customer’s name, the exact country or the fleet size: we hold no permission for them. We would rather describe the conditions precisely and leave the name out than describe neither.

Results by Industry

Mining Operations
Average throughput increase
+18-35%
Emissions reduction
-20-30%
Payback period
6-12 months
Ports & Terminals
Berth turnaround improvement
+22-28%
Equipment idle time reduction
-35-45%
Payback period
4-8 months

Results by Industry

Mining Operations
Average throughput increase
+18-35%
Emissions reduction
-20-30%
Payback period
6-12 months
Ports & Terminals
Berth turnaround improvement
+22-28%
Equipment idle time reduction
-35-45%
Payback period
4-8 months

Ready to Achieve Similar Results?

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Ready to Achieve Similar Results?

Start with an OES assessment to quantify your opportunities