Analytics & Reporting
You can’t control what you can’t measure
We help build the foundations for meaningful reporting - aligning people, systems, and metrics across the value chain.
Once we trust the data foundation, the next step is making that truth visible. Mining companies are drowning in data but starving for insight. The problem isn’t a lack of charts; it’s a lack of shared understanding.
We build the reporting layers that translate clean data into a shared operational language. We design for different decision horizons - from the shift supervisor needing live metrics to the executive reviewing monthly variance - so your entire site sees the exact same reality.
What We Do
We don’t sell magic 8-balls or black-box predictive AI. We build analytics as explanation. If a number cannot be explained to a superintendent, it cannot be trusted.
- Operational Visibility: We design dashboards and visualisations that answer specific operational questions across different time horizons (shift, weekly, monthly).
- Activity-Based Costing (ABC) Visibility: We build the reporting interfaces that link actual operational activities to actual resource consumption. We show you the true cost of a decision, not just an end-of-month average.
- Semantic BI Integration: We ensure that whether you use Power BI, Apache Superset, or custom tools, every report queries the exact same semantic model and metric definitions. No more end-of-month reconciliation fights.
- Analytics Capability Building: We don’t just deliver reports; we guide your people to understand their data, take ownership, and make smarter decisions every day.
Common Projects
- ABC & True Cost Dashboards: Visualising equipment and crew cost allocation to provide daily decision support, treating ABC as an operational truth engine rather than an accounting exercise.
- Shift-Level Production Dashboards: Replacing complex, macro-heavy Excel sheets with live, governed production tracking for operational supervisors.
- Executive Variance Reporting: Building high-level summaries that provide executives with strategic variance analysis directly tied to the governed data foundation.
- Metric Standardisation Rollouts: Deprecating fragmented legacy reports and transitioning site teams onto a single, standard suite of governed operational dashboards.
Our Approach: Visibility & Understanding
Our reporting philosophy is grounded in transparency: The one source of naked truth.
We believe the best decisions are made by the people closest to the work. Therefore, reporting must be built for the operator first. We reject “black box AI” and blind automation. Instead, we provide the clear, explainable insights required for human-in-the-loop decision making.
We remove the friction of manual data compilation so your engineers can stop copying and pasting, and start actually engineering.
We built dextrOS so that this level of reporting clarity would finally be possible in mining. Whether we are implementing our platform or optimising your existing BI tools, our goal is absolute operational clarity.
Ready to stop guessing at the true cost of your decisions? Contact Engineering