AI Analytics · Mobile Mining Equipment

Every sensor. Every alarm. Every anomaly —

detected, diagnosed, continuously.

Enabling the next generation of predictive maintenance.

WHO WE ARE

AI Analytics · Mobile Mining Equipment

Diagnosis, not just detection. Rithmik is your prescriptive analytics platform for mobile mining equipment, bridging the gap between operations and maintenance. Using data you’re already collecting, the platform diagnoses root causes before failures happen: reducing maintenance costs, improving availability, cutting unplanned downtime, and optimizing fuel efficiency.

WHAT WE DO

AI Built For Maintenance & Reliability
Leaders at Surface Mining Operations

Purpose-built AI for mobile mining equipment that bridges the gap between operations and maintenance — reducing maintenance cost, avoiding cost increases through higher availability and less unplanned downtime, optimizing fuel efficiency and lowering emissions.

First movers

We were applying AI to mining long before most of the industry took it seriously — building real operational expertise from day one.

Models trained on the work

Years of training on real fleet data let our models detect anomalies earlier and more accurately than newer entrants.

Beyond detection

As others catch up on detection, we extend the platform with diagnosis and precription for every anomaly, all the time.

PRODUCT

Analytics Delivery

Our actionable insights reach your team through the channel that fits your operation — whether that’s the integrator platform you already use, your internal dashboards, or our proprietary platform purpose-built to cut through the noise.

Your integrator platform

Push insights into the system you already use

We deliver Rithmik insights directly into the third-party operations platform your sites already run on — no parallel tool to learn.

Your internal dashboards

Feed your in-house PowerBI and reporting

Stream insights into the dashboards your reliability and operations teams have already built, so the workflow stays unchanged.

RITHMIK PROPRIETARY PLATFORM

Hundreds of alarms → a short list of prioritized actions

Purpose-built to remove the noise from hundreds of alarms and performance charts, surfacing prioritized, actionable insights — each with a confidence indicator so your team knows exactly where to look first.

Confidence indicator on every insight

AI DETECTION

How It Works

Raw data from your operation flows through Rithmik’s layered AI — from detection through to prescriptive action.

Sensor Data

Event Data

Contextual Information Repository

  • Maintenance Impact
  • Productivity Impact

Rithmik Core Models

Explanatory Layer

Diagnostic Layer

Prescriptive Layer

Intelligent Insight Layer

Actionable output delivered to operators and planners

Design Specifications and Operational Data

Rithmik AI layers

Actionable output

CLIENTS

Case Studies

RS-101

CASE STUDY · PREDICTIVE FAILURE DETECTION

Engine oil differential pressure — CAT 793F haul truck

Open-pit copper mine, Peru. Rithmik’s proprietary analytics model identified a sudden step increase in oil restriction 21 days before failure. A planned PM on December 23 masked the symptom but not the underlying damage — the engine failed 5 days later. OEM alarms activated just 7 minutes before failure, providing effectively zero actionable lead time.

21 days

Early warning window

7 min

OEM alarm lead time

$650K

Preventable engine failure cost

RS-102

CASE STUDY · CONDITION-BASED FAILURE DETECTION

Low engine power — Hitachi EH3500 haul truck

Following a scheduled PM event, loaded uphill speed dropped from 13 km/h to 11 km/h (~15%) with the truck ranking last in the fleet on effective resistance and engine power. No OEM alarms triggered — Rithmik isolated the maintenance-induced root cause across cooling, intake, and combustion subsystems with 88% confidence.

50,000 t

Annual production risk

$2.3M

Production revenue at risk

88%

Diagnostic confidence

Book Meeting

Book a 20-minute walkthrough with us and see what Rithmik would surface on your fleet.

RITHMIK

1235 Notre-Dame St W
Unit #112
Montreal, Quebec
H3C 0B1 Canada