Epiroc's automation ambition is clear. Delivering on it fully will likely require capabilities beyond autonomous driving: cross-OEM fleet telematics, predictive maintenance, tire lifecycle management, fuel optimisation, dispatch AI, haul road monitoring, and underground WiFi mesh connectivity. These are the layers that convert an automated fleet into an intelligent one. SymX.AI has spent eighteen years building them.
Certiq today monitors Epiroc equipment. SymX's cross-OEM telematics layer could extend that capability to every machine on site: Cat, Komatsu, Hitachi, Liebherr, Sandvik. SymBot edge devices ingest CAN bus data, process it on-machine, and stream structured intelligence through HaLow WiFi mesh, LTE, or satellite. One dashboard for the entire fleet.
If the combined platform were offered to Epiroc's 3,900+ automated machines at an illustrative USD 500–800/machine/month and achieved a 30% attach rate, that represents USD 7–11M in potential annual recurring revenue. Extending to the broader Epiroc-serviced fleet (conservatively estimated at 50,000+ machines globally) at lower attach rates could reach meaningful multiples of that figure. Underground operations represent an additional addressable segment where Certiq has limited reach today and SymX's HaLow mesh provides the connectivity infrastructure.
Tires are typically the third-largest operating cost at a surface mine, after fuel and labour. A 63-inch haul truck tire costs USD 40,000–80,000. A 100-truck fleet carries 600 tire positions: USD 24–48M in rubber on the ground at any time. No OEM monitors tire lifecycle systematically.
X.Tires is a four-layer stack co-developed with Yokohama Mining: proprietary pressure and temperature sensors per wheel position, IoT connectivity through SymBot, AI degradation and blowout prediction, and lifecycle management. Validated 20% tire life extension. On a 100-truck fleet, that could mean USD 4.8–9.6M in deferred replacement costs per year. A subscription monitoring service would add a recurring revenue stream Epiroc does not have today.
Fuel is typically the second-largest operating cost after labour. A 100-truck diesel fleet may consume USD 8–12M in fuel per year. SymX tracks litres-per-tonne-kilometre by truck, by route, by shift, by operator. Haul road condition monitoring identifies road segments where poor maintenance raises rolling resistance and compounds fuel waste.
Validated fuel savings of 9% have been measured across deployments. On a USD 10M annual fuel bill, that represents approximately USD 900K in direct savings per site per year. For BEV fleets, the metric shifts to kWh-per-tonne-kilometre, and the optimisation lever becomes charge scheduling and route selection.
An unscheduled failure on a haul truck can cost USD 150,000–250,000 per event in lost production, emergency repair, and cascade effects. X.Machines delivers 48–72 hour advance warning before failure across any OEM's equipment. X.Parts (patented) auto-triggers parts procurement before the truck goes down.
Validated results: 50% reduction in unscheduled downtime and 14% maintenance cost savings. Outcome-based maintenance contracts may command a 15–20% premium over transactional aftermarket. Applied to Epiroc's SEK 40B+ aftermarket base, even a modest uplift represents considerable incremental value.
The installed base is the distribution channel. The intelligence layer is the product. The combination could produce recurring revenue at software margins on top of hardware relationships that already exist. No new customer acquisition would be required. The question is what technology powers the intelligence layer, and whether Epiroc builds it, acquires it, or partners for it.
SymX has built it. It is in production. The co-development relationship with Epiroc already exists through Combient Foundry and enterprise monitoring integration. The technical validation has been done. What remains is the decision to scale.
Monitors engine health, hydraulics, powertrain, and fault codes across any OEM fleet. Delivers 48–72 hour advance failure warnings. Validated 50% reduction in unscheduled downtime and 14% maintenance cost savings.
Epiroc context: Certiq monitors Epiroc machines. The non-Epiroc fleet Epiroc automates and services is currently unmonitored.
X.Machines ↗Real-time cycle optimisation. Eliminates queuing, idle time, bottlenecks. Underground dispatch for single-lane drifts, ventilation cycles, BEV charge scheduling. Fleet-wide fuel tracking by truck, route, shift, operator. Haul road condition monitoring.
Epiroc context: Autonomous driving moves trucks. Dispatch intelligence and fuel optimisation across the fleet are separate capabilities.
SymX products ↗Proprietary HaLow WiFi mesh (IEEE 802.11ah). Sub-1 GHz. 1 km underground. Self-healing. Deployed for years in working mines. SpaceX satellite surface. Edge compute on-machine. Cross-OEM CAN bus ingestion. Real-time streaming with store-and-forward.
Epiroc context: Mobilaris MCE provides underground situational awareness but relies on existing network infrastructure. X.Connect brings its own.
X.Connect ↗Four-layer stack: sensors, IoT, AI prediction, lifecycle management. Co-developed with Yokohama Mining at enterprise scale. 20% tire life extension validated. Sensors embedded per wheel position.
Epiroc context: No tire intelligence exists in Epiroc's portfolio or in any competing OEM's offering.
X.Tires ↗Patented AI on maintenance logs, parts history, and real-time health data. Identifies assets approaching failure. Auto-triggers procurement. Runs on mobile and fixed plant interchangeably. The patent is a structural moat.
Epiroc context: No predictive parts AI exists in any OEM stack. The patent means it cannot be replicated.
X.Parts ↗Charge scheduling optimised against production plans. Battery health prediction. Energy-optimised dispatch. kWh-per-tonne tracking. Extends X.Fleet and X.Machines to BEV fleets. Configuration, not a new platform build.
Epiroc context: ~600 BEVs deployed. OEM-agnostic chargers launched April 2026. The intelligence that optimises charging against production is the missing layer.
| Capability | Epiroc today | Sandvik | Cat | Weir | ✦ Epiroc + SymX |
|---|---|---|---|---|---|
| Cross-OEM fleet telematics | ✗ Epiroc only | ✗ Own only | ✗ Own only | ✗ | ✓ All OEMs |
| Predictive maintenance (cross-OEM) | ✗ | ~ Own fleet | ~ Own fleet | ✗ | ✓ 48–72hr warning |
| Underground WiFi mesh connectivity | ~ Partial (Mobilaris) | ~ Own systems | ✗ | ✗ | ✓ 1 km HaLow |
| Tire lifecycle intelligence | ✗ | ✗ | ✗ | ✗ | ✓ Yokohama co-dev |
| Fuel optimisation AI | ✗ | ✗ | ~ Partial | ✗ | ✓ |
| Predictive parts AI | ✗ | ✗ | ✗ | ✗ | ✓ Patented |
| Dispatch optimisation AI | ✗ | ~ Own fleet | ~ Own fleet | ✗ | ✓ Cross-OEM |
| BEV fleet intelligence | ✗ | ✗ | ✗ | ✗ | ✓ |
| Haul road condition monitoring | ✗ | ✗ | ✗ | ✗ | ✓ |
| Edge compute on-machine | ✗ | ✗ | ✗ | ✗ | ✓ |
Every green cell in the last column is in production. Not roadmapped. Deployed.
All figures illustrative. Actual outcomes to be determined by pilot results, pricing, and deployment scope.
Epiroc's Capital Markets Day on June 8 will present the next phase of the automation, electrification, and digital strategy. The investor audience will have one question: where does the growth come from?
The answer Epiroc can give today: larger automated fleets, more BEV orders, higher aftermarket penetration.
The answer it cannot yet give: what happens to the data generated by those automated, electrified fleets. Who converts equipment sales into outcome-based contracts. Who provides the intelligence layer that ties automation to measurable ROI at the customer's site.
Whether that story is ready for June 8 may depend on conversations that happen in the next three weeks.
One site where Epiroc has automation or BEV equipment in operation. Defined KPIs. Auditable results. Zero cost to Epiroc. The same model SymX used to build its partnership with Yokohama Mining. The data will make the commercial case for what comes next.