Explainers, methodology notes, a working glossary and straight answers to the questions regulators, operators and financiers actually ask.
Resources is where LoderaIQ shows its work. Rather than case studies with invented numbers, this hub explains the mechanism behind the platform: how a pit volume is measured, why an XRF grade measurement is defensible, what satellite spectral data can and cannot tell you, and how one shared registry turns five separate sensing layers into a single auditable record. Read it to evaluate the platform on its merits. It is the same material our team uses when briefing a ministry, an operations lead or a diligence desk. Everything here is written to be credible to a geologist and legible to a non-technical decision-maker.
Request a briefingWhat mining intelligence is, and the multi-sensor idea behind it
From periodic spot-checks and self-reported figures to continuous, independent, auditable truth.
Mining has long been governed by paperwork and periodic inspection: an operator reports production, a regulator visits when it can, and a financier trusts a report it cannot easily verify. Mining intelligence replaces that with continuous, independent observation of what is actually happening on the ground, checked against a dated baseline and recorded in a trail that resists tampering. LoderaIQ is built on a multi-sensor approach because no single instrument tells the whole story, satellites see wide but coarse, drones see fine but narrow, AI reads scale but not chemistry, and only a field assay pins down grade. The value is not any one layer; it is that every layer reports into one registry, one map, one audit trail, so a satellite alert, a drone survey, an XRF result and a truck movement all reconcile against the same licence geometry and the same coordinate reference. That single spatial spine is what makes a finding defensible rather than merely indicative, the thread that connects orbit to point of sale.
How it works, explained plainly
Plain-language walk-throughs of the platform’s core mechanisms, no prior geospatial background assumed.
The orbit-to-point-of-sale journey
A single connected narrative that follows a mineral from discovery to sale: exploration target, licence and permit, extraction and site monitoring, assay and grade, haulage and chain of custody, export, then royalty reconciliation. Each stage is explained in terms of what is measured and what happens to the record.
The five technology layers
How satellite, drone, AI, sensors and XRF, and RFID and QR each contribute, the role every layer plays and, just as importantly, the honest limit of each. Written so no reader mistakes wide-area imagery for a laboratory assay.
Measurement & defensibility methodology
How pit volume and stockpile size are derived from photogrammetry and DEM-differencing against a dated baseline, how change is detected between dated captures, and why field-portable XRF plus physical sampling is the path to defensible grade and tonnage. Includes the accuracy caveats an engineer will look for.
One registry, one map, one audit trail
Why a shared cadastre and a single coordinate reference are the foundation of trust. When every observation is pinned to the same spatial spine and the same licence polygons, flags reconcile across layers and stand up to challenge instead of living in disconnected silos.
Standards alignment
How platform outputs relate to the CRIRSCO family of codes (JORC, NI 43-101-style), OECD mineral supply-chain due diligence and common ESG frameworks. Stated qualitatively: the platform is decision-support and independent observation that feeds competent-person and QP sign-off, it does not replace it.
Data governance, security & provenance
How the audit trail is designed to be tamper-resistant, how imagery and tag provenance are preserved, and how data ownership and sovereignty are handled on a national programme. The diligence answers a regulator or financier asks before anything else.
The multi-sensor stack, each layer’s role and its honest limit
Five instruments, one registry. Understanding what each can and cannot do is the difference between a claim and evidence.
Sees everything, coarsely
Continuous, territory-wide coverage that flags pit expansion, new excavation and stockpile change against a dated baseline. Spectral bands give surface mineralogical, alteration and vegetation indication, useful for prioritising attention, not for stating grade. Its limit is resolution and revisit cadence; it tells you where to look, not the final answer.
Sees narrowly, in detail
Aerial survey delivers high-resolution imagery and elevation models for accurate volumetrics and close inspection of a specific site. It confirms and quantifies what the satellite flags. Its limit is coverage and deployment. It is targeted rather than always-on. The aerial drone-survey layer is rolling out next across the programme.
Measures and compares at volume
Machine analysis measures pit volume and stockpile size, reads composition indication from spectral data, and detects change between captures faster than any manual review. It scales observation across a whole territory. Its limit is that it is a measurement and change-detection engine, not a substitute for a competent person’s geological judgement.
Pins down grade and tonnage
Field-portable X-ray fluorescence provides defensible elemental assay on real samples, giving grade and tonnage evidence that financiers and buyers accept. Paired with AI volumetrics, it turns an observed heap into a quantified, bankable figure. Its limit is that it measures what is sampled, QAQC and physical sampling discipline are what make it defensible.
Follows the ore, load by load
Every load and truck is tagged and tracked mine to warehouse to export port, with weight capture and digital trip approvals via Postagy for Mining. This is the tamper-resistant chain of custody that closes the gap between what leaves the pit and what reaches the port. Its limit is that custody begins at tagging, its strength is that nothing after that point moves unrecorded.
Key terms, for mixed audiences
A shared vocabulary for regulators, engineers and investors reading the same page.
Grade
The concentration of a target mineral or metal in ore, typically expressed as a percentage or grams per tonne. Defensible grade on this platform comes from XRF grade measurement on physical samples, not from imagery.
Tonnage
The estimated mass of ore or mineral present or moved. Derived by combining measured volume (photogrammetry and DEM-differencing) with density, and reconciled against weighbridge capture in the custody chain.
Cadastre
The official spatial register of mining licences and tenements, the polygons that define where activity is legally permitted. It is the single map every observation is checked against.
Assay
A chemical or spectrometric measurement of a sample’s composition. Field-portable XRF provides rapid, defensible assay in the field to feed formal resource work.
Chain of custody
The unbroken, documented record of who held a load and where it moved, from mine to export port, the basis for tamper-resistant provenance in financing and trade.
Target vs resource vs reserve
A target is an AI-identified anomaly worth follow-up. A resource is a code-compliant estimate of mineralisation. A reserve is the economically mineable portion. The platform generates targets and evidence; competent-person and QP sign-off defines resources and reserves.
Dated baseline
A timestamped reference capture of a site against which all later observations are compared, so change, and its date, is provable rather than asserted.
DEM-differencing
Comparing two dated digital elevation models of the same site to compute how much material was added or removed, the mechanism behind pit-volume and stockpile measurement.
Spectral analysis
Reading surface mineralogy, alteration and vegetation from the light reflected across imaging bands. It indicates where to investigate; it does not replace an assay.
Tailings
The waste material left after valuable minerals are separated from ore. Their storage and stability are monitored under environmental and ESG permit conditions.
The questions experts and buyers actually ask
Straight answers on defensibility, sovereignty, custody integrity and the commercial model.
Is satellite spectral data the same as an assay?
No, and we never present it as one. Satellite and drone spectral data yield surface mineralogical and alteration indication, a signal that guides where to look. Defensible grade and tonnage come from field-portable XRF plus physical sampling, with proper QAQC. Keeping those two things distinct is a matter of credibility, not caution.
Does an AI-identified target replace geological sign-off?
No. AI accelerates target generation and measurement across a whole territory, but a target is an anomaly for follow-up, not a defined resource. Platform outputs support competent-person and QP work under JORC and NI 43-101-style codes; they do not substitute for it.
How are pit and stockpile volumes measured, and how accurate are they?
Volumes are computed by differencing dated elevation models built from photogrammetry, comparing a current capture to a dated baseline. Accuracy depends on capture resolution, ground control and the quality of the baseline, which is why the methodology note states its caveats plainly rather than quoting a single headline figure.
How is the audit trail kept trustworthy?
Every observation is pinned to the same registry and shared coordinate reference, timestamped, and preserved with its provenance. Custody events carry weight capture, tags and digital approvals. The design goal is a tamper-resistant record that stands up in an enforcement action, a dispute or a diligence review.
Who owns the data, and what about sovereignty?
On a national programme, tenure and revenue data are sensitive. The platform is built so the governing authority retains ownership and control of its data, with a clear governance and security posture. The data-governance sheet covers this in detail and is available on request.
What does the platform cost to start?
We scope each deployment with you, the areas surveyed, the loads tracked and the assays run, then share a commercial offer built around that scope. We publish the logic qualitatively, not fixed prices.
What is the status of the platform and the aerial layer?
The platform is live and in operation on a national mining programme. The aerial drone-survey layer is rolling out next. We label what has shipped and what is coming honestly, so momentum is never mistaken for a claim.
How are false positives handled?
Wide-area satellite flags are treated as leads, not verdicts. They are corroborated with higher-resolution drone capture and, where grade matters, field assay before a finding is acted on. The multi-sensor design exists precisely to reduce the cost of a single layer being wrong.
Deeper reading, references on request
Structured references built from explainers and methodology, not fabricated case studies. Marked honestly as they are published.
Detailed references, the platform overview and one-pager, the measurement & defensibility methodology note, the data-governance sheet, the commercial-model explainer and audience one-pagers, are available on request, ask when you book a briefing and we will send the relevant pack.
Request early accessWant the material walked through for your context?
Live and in operation on a national mining programme, with the aerial drone-survey layer rolling out next.
If you are a regulator weighing oversight, an operator sizing a first site, or a financier scoping verification, we will take you through the explainers and methodology against your own situation and share the relevant references directly.
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