Data Analytics That Delivers
Real ROI
Why We're Different
PhD leadership team with proven experience transforming data insights into operational practices at Australia's largest resource companies
Success Stories
$140M annual savings for a major mining client through deep data fusion and AI-driven optimizations of workforce and materials
What We Offer
Advanced industrial analytics combining deep data fusion, predictive maintenance, and resource optimization for mining operations
Who We Are
Industry veterans who have implemented data solutions at scale, focusing on operationalizing analytics for sustainable results
Beyond Standard Analytics
Why We’re Different
Our approach to data analytics goes deeper than standard consulting practices, combining PhD-level expertise with hands-on leadership experience from Australia’s largest resource companies to deliver real financial outcomes
Step 1 – Engagement of Resources/consultants
Management develops a vision to use Data Analytics and AI based process improvement
Step 02 – Visual Dashboards creation
There are several dashboards created with number of charts
Step 03 – Basic trends and Comparisons
Initial Analytics to understand data behavior.
Most Consulting Firms Stop Here
The actual savings are in Deep Data Fusion and Operationalizing these changes
Step 4: Deep Data Fusion
Advanced analytics for deeper insights. Such as Fourier Transforms of Harmonics, Hydrocarbon decay and equipment predictive failure
Step 5: Process Optimization and corporate change
Redesign, back-test, and implement for major savings. Also implement organizational change and vision
Deep Science Approach
Our consultants extensively explore the underlying physics of challenges, focusing on areas like:
- Hydrocarbon analysis
- Vibration pattern recognition
- Reliability engineering
- Root cause analysis
- Process mining
- Preventive maintenance optimization
AI-Powered Insights with Operational Implementation
Our team doesn’t just analyze data—we’ve implemented these solutions at major resource companies.
We apply AI to:
- Uncover hidden cost savings opportunities
- Predict maintenance needs before failures occur
- Optimize resource allocation in real-time
- Transform insights into standardized procedures
- Create sustainable operational improvements
- Measure and verify ongoing value delivery
Success Stories
Real Results with Data Analytics
Discover how our operationalized analytics approach has delivered measurable savings for leading industrial operations
Labor Expenditure Optimization
Global Mining Corporation
Analysis of 250,000 weekly labor hours revealed significant cost leakage, with 152,000 hours being unused across operations.
15% yearly savings identified
$60M annual cost reduction
16% immediate implementation savings
Material Forecast & Inventory
Industrial Equipment Operator
Material unavailability-driven reschedules created $16 million annual inefficiency cost across operations.
38% improvement in material accuracy
68% reduction in reschedule events
$11M annual savings achieved
Hydrocarbon Analysis & Maintenance
Heavy Equipment Fleet
Large machine portfolios faced risks of major engine failures due to inconsistent lubrication standards and monitoring.
94% accuracy in failure prediction
27% extended equipment lifecycle
$8.2M saved in prevented failures
SPECIALIZED CAPABILITIES
What We Offer
Comprehensive data analytics services designed specifically for industrial and mining operations
Industrial Performance Monitoring
Real-time dashboards tracking KPIs for operation-critical equipment and processes. Our monitoring solutions provide visibility into performance metrics that matter most to your operations, with custom alerts and thresholds tailored to your business needs.
Predictive Maintenance Analytics
Identifying equipment failure patterns before they cause downtime. Our predictive maintenance solutions combine historical data, real-time monitoring, and machine learning to forecast potential failures, allowing for scheduled maintenance before costly breakdowns occur.
Resource Utilization Analysis
Optimizing workforce deployment and material usage across your operation. We analyze patterns in resource consumption and labor allocation to identify inefficiencies and recommend optimal distribution strategies that maximize productivity while minimizing costs.
Process Optimization & Implementation
Using data to identify, eliminate, and operationalize improvements in industrial workflows. Our process optimization doesn’t stop at recommendations—we’ve personally led the implementation of these solutions at major resource companies. We map your entire operational flow, identify bottlenecks, and help establish new operational practices that deliver sustained improvements over time.
Custom Analytics Solutions
Tailored data analysis for unique operational challenges. When standard approaches don’t address your specific needs, we develop custom analytics frameworks designed specifically for your operation’s unique characteristics and challenges.
WHO WE ARE
Our Expertise
A team of specialists combining industrial expertise with advanced data science
Advanced Mechanix’s Data Analytics team is led by PhDs who have held leadership positions at some of Australia’s largest resource companies:
- Executive Leadership Experience – Our experts have implemented analytics solutions at scale in major mining and resource operations, managing multi-million dollar transformation initiatives that delivered substantial ROI
- Industrial Engineering – Deep understanding of mining, manufacturing, and industrial processes honed through years of on-site implementation across diverse operational environments
- Applied Data Science – PhD-level expertise in advanced statistical modeling and machine learning techniques with real-world application in resource industry settings
- Operational Implementation – Proven track record of transforming analytical insights into standardized operational practices that deliver sustained value
We don’t just theorize about solutions—we’ve actually implemented them and managed the organizational change required to make them successful. This ensures our insights are not only technically sound but also practical and immediately applicable to your operations.
Beyond Theory
Delivering actionable intelligence that creates real operational improvements
We’ve built our reputation on delivering actionable intelligence that goes beyond theoretical analysis to create real operational improvements. Our team understands that the true test of any analytics solution is its successful implementation into daily operations.
The Operationalization Difference
Transforming insights into sustainable operational practices
What sets us apart is our focus on operationalizing analytical insights—taking them from dashboard to daily practice, then continuously enhancing and optimizing them over time. This complete lifecycle approach is why our clients achieve such substantial and sustainable savings.
Having led these transformations ourselves in leadership roles at major resource companies, we understand the practical challenges of implementation and how to overcome them.
Data Analytics
Take the Next Step
Transform your data into measurable operational savings
Our team of PhD experts can help you identify opportunities to optimize your operations through deep data fusion and AI-driven analysis. Schedule a free, no-obligation consultation to discuss how our proven approach can be applied to your specific challenges.
+1-408-412-0717
analytics@advancedmechanix.com
Trusted by leading mining and industrial operations worldwide
Clients have achieved $140M+ in annual savings through our approach