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Your gold targeting dashboard

Find gold faster,
without losing more pits.

AI-powered targeting for your licensed gold concession. Every assay you log sharpens tomorrow's recommendations. Real satellite imagery, 3D terrain, offline-capable tablets. Your area, your data, your dashboard.

Real satellite imagery 3D terrain 24-hour learning cycle
📍 Demo location · illustrative
🛰️ Multi-source data layers
Targets ranked
15
Pits logged
12
Hit rate
55%
What's inside
Real satellite imagery 3D terrain visualisation 60-day operator timeline Per-pit model learning Offline tablet sync Your own private tenancy
The product

A loop, not a list. Every pit feeds the next recommendation.

Most targeting tools deliver a static map and walk away. This one closes the loop — every assay updates the model overnight, and the next morning's recommendations reflect what you just learned in the field.

01
📍

Recommend

The model ranks your AOI by expected gold-per-dollar — geology, drive distance from camp, dig cost, and offtake readiness all factor in.

02
⛏️

Dig

Foreman pulls up the next pit on the offline tablet. GPS, depth target, expected grade, and cost all pre-populated.

03
📋

Log

Tablet captures geology, photos, voice notes, and the assay when it returns from the lab. Syncs nightly via camp Starlink.

04
🔁

Learn

The model updates its confidence on the surrounding ground overnight. By morning the tablet shows refreshed next-pit recommendations.

Preview

Explore the dashboard. Click any point.

This is the same interface you get after signing in — just with preview data. Toggle map layers, switch basemaps, click any target to see the AI's reasoning, click any pit to see the assay. Press play in the next section to watch the model learn over 60 days.

Loading map and data...
The data foundation

What the AI brings to your area.

Before you do any field work, the model has already ingested years of regional context — historical mineral occurrences, structural features, seismicity, settlement and access overlays, geophysical baselines, and a body of distilled regional literature. This is the starting prior you build on.

Documented occurrences

A curated database of historical mineral occurrences and prospects across your operating region. Places that produced before are statistical evidence about places that might produce next.

Active structures & seismicity

Records of recent seismic activity used to map active tectonic structures. Active faults often correlate with hydrothermal mineralisation; the model uses them as a structural prior.

Settlement & access overlays

Major settlements with population data, transport corridors, and access constraints. Used to estimate logistics costs and operational accessibility for each candidate target.

Analog deposit library

Reference deposits across the wider region used for transfer learning. The model learns what makes ground productive by studying the patterns of known producing deposits.

Regional geophysical baseline

Geophysical grids used to detect deep structural framework — patterns that help map fault systems and lithological boundaries below soil and cover.

📚

Distilled regional literature

Decades of published regional geological research encoded as model features. The model carries the accumulated knowledge so you don't have to read it.

The convincer

Watch the system learn over 60 days.

This is what makes the system different from a static map. Drag the timeline or press play to replay the first 60 days of synthetic operator data. The map shows pits as they were dug; the chart shows the operator's hit rate climbing past the baseline as the model learns from each new assay.

Day 60 / 60

2026-05-20 · synthetic operator timeline (1-day = 1 frame at 0.3s)

Day 1 · 2026-03-22 Day 60 · 2026-05-20
Cumulative hit rate
AI-targeted Baseline (blind controls)
Pits at this point
— productive
AI hit rate
vs 18% blind-control baseline
Lift over baseline
Statistical significance: (lower is better; conservative external claims only when p < 0.05)

Reading the chart: the gold line is the operator's cumulative hit rate on AI-recommended pits. The dashed grey line is the 18% baseline measured from blind-control pits — cells the model would not have recommended. The system is genuinely predictive when the gold line is consistently above the dashed line with low p-value. Honest signal, not a vanity metric.

Expected accuracy

Your XRF + our AI: from belt to bench.

The platform targets in two stages. Stage 1 uses satellite, geophysics, and historical data to compress your concession down to priority hectares. Stage 2 fuses XRF readings your team takes on those priority hectares into a refined posterior, getting you to bench-level targets. Each new pit you log keeps sharpening it.

Stage 1 · platform

Satellite + AI (no field work needed)

65–75%
at 1-hectare cells (100m × 100m)

The platform compresses a 200 km² concession down to 20–30 priority hectares using its multi-source data foundation, alteration analysis, structural features, and historical priors. No field data required at this stage.

Stage 2 · you + platform

Your XRF readings upload to the platform

70–75%
at 100m × 100m sub-cells

Your team takes 50–100 handheld XRF readings per priority hectare on the AI-designed sampling grid the platform gives you. You upload the readings. The platform fuses them with the data foundation — gold and associated pathfinder elements — into a tighter posterior.

Stage 3 · you + platform

Your pit-log feedback over 6 months

70–80%
at 50m × 50m bench cells

Every pit your team digs, logs, and assays feeds the Bayesian update. After six months of your operator data flowing in, the model is calibrated to your specific geology and reaches bench-level precision.

Baseline for comparison: random pitting in equivalent ground returns roughly 18% productive cells. The lift is measured against this in your own data — not against generic benchmarks.
Two services

Two ways to work with us.

Service 1 · one-time purchase

Coordinates package

You pay once, you get the AI analysis for your assigned area, and you go and work the ground on your own.

  • ✦ AI-driven targets ranked for your assigned area
  • ✦ Real satellite imagery + 3D terrain map
  • ✦ Recommended XRF sampling grid for your priority hectares
  • ✦ The dashboard and audit trail
  • ✦ Baseline performance snapshot
After purchase you operate independently. Your team does the XRF, the pits, the lab work — at your pace.
Service 2 · only after service 1

Ongoing analytical partnership

An optional upgrade for buyers who've taken Service 1 and want continued analytical support as their field data comes in.

  • ✦ As your XRF and pit data comes in, we keep refining the model with you
  • ✦ Your field results combined with the data foundation each cycle
  • ✦ Monthly model refresh instead of one-off baseline
  • ✦ Direct analytical support and review calls
  • ✦ Sharper targets, faster, as the cycles compound
Available only after you have purchased Service 1. We do not start a partnership without the coordinates package first.
Either way, all field work — XRF readings, pit excavation, sampling, lab assays — is done by you. We provide analysis; you provide the ground.
Honest framing: these are internal target performance figures from spatial-block cross-validation against blind controls — not guarantees. Actual precision depends on your geology, XRF instrument calibration, your team's sampling discipline, pit throughput, and assay quality. Performance is reported back to you monthly with your own blind-control hit rate — so you see real numbers, not promises.
Your private dashboard

Your area. Your data. Your dashboard.

Sign in with the credentials provided to you. The dashboard loads your assigned area, your pit log, and your recommendations. No one else sees them.

🔑

Your own login

Each account has its own credentials and is scoped to a specific area. Provided directly — no self-signup, no shared accounts.

📍

Your assigned area

The dashboard loads what's relevant to you — your AOI, your pit log, your recommendations. Other users see only their own.

🔒

Private by default

Your data lives in your own encrypted tenancy on Cloudflare. Nothing shared, nothing indexed, nothing public. You can export at any time.

Capabilities

What you actually get.

Nine capabilities tuned to a real Somaliland operator's day — not a research pipeline.

🎯

Per-pit model update

Each new assay updates the model's confidence on the surrounding ground and re-ranks the next targets. Cycle time from new assay to updated recommendation: under 24 hours.

💰

Cost-aware ranking

Recommendations maximise expected gold per dollar — not raw probability. Cost is a model input, calibrated as your pit log grows.

📡

Offline-first tablets

QField + custom pit-log layer. MBTiles cached locally. Nightly camp Starlink sync. Works for weeks without connectivity.

🗺️

Operational context overlays

Community, security, water, transport, and access factors are baked into ranking — not just geology. A high-grade target you can't reach safely is ranked accordingly.

💎

Market-readiness score

Each target carries a logistics score alongside its geology score — distance to market, transport practicality, downstream feasibility. A high-grade target with no route to market is ranked lower than a moderate target you can actually sell.

📷

Field-buddy VLM

Photograph an outcrop on the tablet. Get back: "Looks like shear-zone iron-oxide alteration. Similar to your pits #027 and #041 (2.3 and 1.8 g/t). Recommend panning 50 m N-NE."

🔒

Confidentiality engineering

Operator AOI never leaves your tenancy. End-to-end encrypted sync. Audit-trail exports are per-target signed CSVs — share only what the financier needs.

📜

Append-only audit trail

Every recommendation hashed, timestamped, GPS-locked, and chain-linked. The basis of the royalty calculation and your defence in any future audit.

🧪

Blind controls 10–15%

Monthly target lists include low-probability cells the model would not otherwise recommend. Honest validation that the system is genuinely predictive, not confirming pre-existing intuition.

FAQ

Quick answers.

How do I sign in?+
Use the credentials provided to you. Click Sign in at the top right, enter your username and password, and your assigned area loads automatically. There is no self-signup — accounts are issued directly.
What will I see after I sign in?+
Your assigned area on real satellite imagery with 3D terrain, the AI-recommended targets ranked by expected return, your pit log, and the 60-day timeline showing how the model is learning from your assays. The capabilities you see on this preview are what you get inside — applied to your real area.
How does the system learn?+
Every assay you log updates the model's confidence on the surrounding ground. Productive assays raise the probability of nearby targets; barren assays lower it. The cycle from new assay to refreshed recommendation is under 24 hours. The "Watch it learn" section shows the hit rate climbing past the baseline as more data accumulates.
Can I see another user's area?+
No. Each account is scoped to its own assigned area. You cannot see, search, or browse any other user's AOI, pit log, or recommendations. Other accounts cannot see yours.
Where is my data stored?+
In an encrypted Cloudflare tenancy scoped to your account. Your data is not indexed, not shared, not published anywhere. You can export your pit log and audit trail at any time.
Does it work without internet at site?+
Yes. The field tablets cache the map and recommendations locally. Pit logs are entered offline, then sync the next time the tablet sees camp WiFi or Starlink — typically nightly. Days without connectivity are handled cleanly.
Can I download my targets?+
Yes. Targets, pit log, and audit trail are exportable as CSV or GeoJSON from within your dashboard. Use them in QGIS, Excel, or any other tool you prefer.
How do I get help?+
Use the contact details that came with your account. Account holders get direct support — typically a same-day response.

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