Industry · Mining, metals & minerals

No-code Industrial AI for mining, metals and minerals.

The constraint shifts shift by shift, mills burn most of your energy, and a tripped critical drive can cost the day's tonnage.

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Optimize throughput →Reduce energy & emissions →Reduce downtime →
THROUGHPUT · LINE_02horizon 4h
+240 min projection · +4.8% t/h achievable

Industry reality

The operating pressures we built around.

Throughput on the constraint

Capacity is set by whichever unit is slowest right now — and it moves.

Energy per ton

Grinding and crushing dominate the site's energy bill.

Wear on critical drives

Mills, conveyors, and crushers fail expensively when they fail unplanned.

Top use cases

The work that pays for itself first.

Use case 01Open solution →
ProblemOperators leave headroom on the rolling/grinding mill.
AI approachPrescriptive guidance with safe throughput envelope per ore type.
KPI improved+4–6% t/h on constraint
Use case 02Open solution →
ProblemEnergy per ton drifts with feed and ore changes.
AI approachReal-time SEC tracking with setpoint recommendations.
KPI improved−3–5% kWh/ton
Use case 03Open solution →
ProblemConveyors and critical drives trip with little warning.
AI approachMultivariate anomaly model on drive and bearing signals.
KPI improved+20% drive MTBF
Use case 04Open solution →
ProblemProduction planning lacks a reliable capacity forecast.
AI approachForecast throughput by line under current setpoints.
KPI improvedTighter shift planning

Relevant product modules

The platform capabilities that matter most here.

Prescriptive optimization →

Throughput guidance on the active constraint.

Anomaly detection →

Mills, crushers, conveyors and critical drives.

Data Explorer →

Cross-shift comparison for energy and capacity.

Customer proof

Metals producer, Northern Europe

Metals & mining · Northern Europe

“Operators now know exactly how much further they can safely push the mill this shift.”
— Operations director

Headline result

+4.8%

throughput on the constraint line

Data & integration

What we read, how often, and how it gets here.

Common systems

Historian, DCS/PLC, mill OEM packages, MES

Common tag classes

drive amp, mill load, ore feed, vibration, bearing temp, energy meters

Sample rate

1–5s for drives; per-minute for production counters

Integration notes

Read-only Gateway; write-back to mills behind site safety governance.

Compliance & sustainability

Reporting and audit, built into the workflow.

ESG and Scope 2 reporting

kWh and CO2 per ton, per line, traceable to setpoint actions.

Worker safety on rotating equipment

Alerts integrated with maintenance and lockout workflows.

Production data integrity

Auditable history of recommendations and operator decisions.

For your internal champion

One-pager for mining, metals & minerals teams.

A printable summary covering the use cases, expected KPIs, data needed, and integration notes on this page — written for plant leadership and IT/OT.

Download one-pager (PDF)Email it to your team

See it on your own mining, metals & minerals data.

A 30-minute working session with an industry specialist. Bring one unit and your top KPI — we'll come back with a working model proposal.

Book industry demoTalk to a mining, specialist