AI-NATIVE · EXPLORATION INTELLIGENCE
From Raw Data to Bankable Report - One Platform
Powered by GeoSwarm + GeoThinker engines
One AI platform replaces your entire geology software stack. Ingest raw data, validate automatically, target drill holes with ML, and generate JORC/NI 43-101/KAZRC reports - from a single source of truth.
✕ Juggling 5+ disconnected tools. Months merging legacy data.
✕ Millions spent on drill holes that miss targets.
✓ One platform. Raw data in → bankable report out.
▸ GEOPHYSICAL LAKE
AI CONFIDENCE
94.7%
DRILL TARGETS
23
HIT RATE
78%
NPV
$111M
TOTAL Au
924 koz
HOLES
47
GROSS RESOURCE VALUE
$5.36 B
BUILT FOR YOUR WORKFLOW
One Platform. Every Geological Role.
Whether you're a Chief Geologist planning drill programs, an Exploration Manager optimising budgets, or a Data Scientist building ML pipelines - CoreElement.AI adapts to how you work.
Integrated geological data lake - magnetics, gravity, EM, IP, radiometrics in one place
AI anomaly detection with confidence scoring ≥87%
Interactive 3D subsurface viewer with grade shells and fault modelling
Automated JORC/NI 43-101/KAZRC report generation
Full QA/QC engine - CRM control charts, duplicate analysis, blanks
Competent Person sign-off workflow with complete data lineage
Multi-project portfolio dashboard with real-time NPV tracking
AI-optimised drill budget allocation (Conservative/Base/Aggressive)
Regulatory timeline with jurisdiction-specific permit tracking
Team permissions and role-based access controls
ROI modelling with commodity price sensitivity analysis
Automated progress reporting for board and investors
Python/R API access for custom ML pipeline development
Variogram modelling and geostatistical analysis tools
Geospatial analysis with 50+ import/export formats
Bulk data export to CSV, DXF, KML, SHP, GeoTIFF
Bayesian inference and Monte Carlo simulation (512 scenarios)
Integration with Leapfrog, Vulcan, Surpac, ESRI ArcGIS
PLATFORM IMPACT
Numbers That Matter to Your Board
DRILL TARGET ACCURACY
3×
vs conventional
DATA-TO-REPORT CYCLE
6×
faster
IMPORT FORMATS
50+
supported
COMMODITIES
30+
covered
STANDARDS
6
JORC · NI43 · KAZRC · SAMREC · PERC · CRIRSCO
END-TO-END PIPELINE
Six Steps. Raw Data to Bankable Report.
CoreElement.AI covers the complete mineral exploration lifecycle - from initial data ingestion through AI analysis, 3D modelling, drill optimisation, resource estimation, to regulatory-compliant reporting.
01
DATA INGESTION
50+ formats unified. No more manual conversion or lost Soviet-era reports.
02
AI ANOMALY DETECTION
Targets ranked in hours, not months. Confidence scoring ≥87% across 11 geophysical layers.
03
3D SUBSURFACE MODEL
See your deposit in 3D before drilling. Grade shells, fault planes, WebGL - no desktop software needed.
04
DRILL TARGETING
Drill fewer holes, hit more ore. AI cuts wasted meterage 40-60%. Cost-benefit per collar, instant.
05
RESOURCE ESTIMATION
JORC/KAZRC block model in hours. Kriging, IDW, NN - Competent Person sign-off built in.
06
BANKABLE REPORT
CP-signed JORC/NI 43-101/KAZRC PDF, PPTX, Word - ready for regulators and investors same day.
PLATFORM MODULES
Complete Exploration-to-Report Workflow
22 integrated modules. 50+ import formats. One single source of truth. Each module feeds data seamlessly into the next - no manual transfers, no version conflicts.
MODULE 01
Geophysical Data Lake
Multi-source integration: magnetics, gravity, EM, IP, radiometrics. 50+ formats including LAS, DLIS, SEG-Y, GRD, GeoTIFF. Automatic QC on import.
MODULE 02
AI Anomaly Detection
Multi-physics pattern recognition. Random Forest (500 trees), CNN raster analysis, Bayesian inference. Confidence threshold ≥87%.
MODULE 03
AI Prospectivity Mapping
512 Monte Carlo scenarios. Probabilistic models with P10/P50/P90 confidence envelopes. Multi-commodity targeting.
MODULE 04
3D Subsurface Viewer
WebGL block model visualisation. Neural network lithology prediction. Grade shells, fault surfaces. Export DXF for Leapfrog/Vulcan/Surpac.
MODULE 05
AI Drill Targeting
ML-driven collar optimisation. Conservative/Base/Aggressive scenarios with cost-benefit per target. Field-ready drill coordinates.
MODULE 06
Real-Time Drill Telemetry
Live ROP, WOB, torque, lithology monitoring. Auto zone-of-interest alerts. Core recovery tracking. Multi-rig dashboard.
MODULE 07
Core Analysis Laboratory
Core imagery to 3D models. ML-powered mineral identification. XRF/assay integration. IMDEX HUB-IQ compatible.
MODULE 08
QA/QC Engine
CRM control charts, duplicates, blanks, inter-lab bias. ALS Webtrieve™, SGS, Bureau Veritas import. CP-ready audit trail.
MODULE 09
Resource Estimation
Ordinary Kriging, IDW, Nearest Neighbour. Semi-variogram modelling. Auto JORC/NI 43-101/KAZRC classification.
MODULE 10
ROI & Economic Model
NPV/IRR projections, commodity sensitivity, CAPEX/OPEX scenarios. Investor-ready financial summary.
MODULE 11
Regulatory Timeline
Jurisdiction-specific permit tracking for KZ/AU/CA/ZA/EU. Gantt chart with milestone alerts and critical path analysis.
MODULE 12
Report Generator
One-click JORC, NI 43-101, KAZRC, SAMREC, PERC reports. PDF/DOCX/PPTX export. Competent Person sign-off workflow.
MODULE 13
Audit Trail
Immutable SHA-256 operation log. Every data import, resource calculation and report - timestamped, user-attributed, JORC/KAZRC compliant. Full restore to any version.
MODULE 14
User & Roles
Role-based access control (RBAC) with enterprise SSO. Geologist · Chief Geologist · Competent Person · CFO tiers. Granular per-screen permissions and audit linkage.
MODULE 15
Geochemistry Analysis
Multi-element soil, rock chip, sediment and BLEG pathfinder suite. Au/As/Cu/Sb correlation matrix. AI anomaly detection with spider diagrams and geospatial heat maps.
MODULE 16
Portfolio Dashboard
All projects in one view. Real-time NPV tracking, AI budget allocation across exploration targets. Compare grades, IRR and CAPEX - board-ready in one click.
MODULE 17
AI Peer Analysis
Match your deposit against 12,847 global analogues. Random Forest signature matching across 6 geophysical layers. Ranked peer list with explainability report.
MODULE 18
Drillhole Database
Centralised collar, survey, assay and lithology store. Immutable version history. Instant export to Leapfrog, Micromine, Datamine - no re-formatting needed.
MODULE 19
Historical Data & OCR
AI digitisation of Soviet-era reports: ГКЗ C₁/C₂ → JORC/KAZRC auto-conversion, Pulkovo 1942 → WGS-84 reproject. Unlock decades of buried exploration data.
MODULE 20
Core Upload & AI Vision
Drag-drop core photos, assay CSV or LAS logs. AI auto-interprets lithology, mineralisation zones and structural features. Instant integration with resource model.
MODULE 21
Field Survey Ordering
Commission ground and airborne surveys in one workflow. AI identifies coverage gaps, recommends survey type and budget. Data flows directly into your project on delivery.
MODULE 22
Uncertainty & Confidence
Monte Carlo simulation (N=1,000). P10/P50/P90 resource envelopes. Bayesian confidence per target. Know your risk before the first drill metre.
AI-POWERED ASSISTANT
Meet Your AI Geologist
An AI exploration partner with 30+ years of geological expertise encoded in machine learning models. It monitors your data in real-time, flags QA/QC issues before they reach your Competent Person, and recommends drill targets that save 40% on exploration budgets.
12 AI SCENARIOS ACROSS THE EXPLORATION LIFECYCLE
QA/QC Diagnostics
CRM drift · duplicates · blanks
Drill Targeting
AI-ranked targets · 76% hit rate
Report Generation
JORC · NI 43-101 · KAZRC auto-fill
Legacy Data OCR
Soviet-era reports · Pulkovo→WGS84
3D Model Insights
Fault detection · infill placement
Scenario Modeling
NPV/IRR · commodity sensitivity
Portfolio Analysis
ROI ranking · budget rebalancing
Due Diligence
Red flags · data quality scoring
Data Interpretation
Real-time model updates · conflict detection
Compliance Check
JORC · NI 43-101 · KAZRC readiness
Cross-Project Analysis
Geochemical signatures · analogues
AI Explainability
Feature importance · confidence scoring
AI IMPACT
Calculate Your Exploration ROI
See how CoreElement.AI reduces drilling costs, accelerates timelines, saves on personnel and improves recovery - across the entire exploration workflow
⛏ Gold (Au) model · $5,200/oz
YOUR EXPLORATION PROGRAM
Annual Drilling Budget$2.7M
Number of Drill Holes60
Average Depth per Hole300m
Cost per Metre (DDH+RC)$150/m
Current Hit Rate15%
Annual Production50 Koz
Your results with
CE
CoreElement.AI
AI-Enhanced Hit Rate36%
Holes Needed (same results)56-50%
Drilling + Overhead Saved$5.0M
Reporting Timeline2-4 movs 6-9
Reporting Automation$0.2M-1.5 FTE
Recovery Uplift
00.511.5%
+$3.3M
Your Annual Savings
$8.5M
FIELD SAVINGS
$5.0M
AUTOMATION
$0.2M
RECOVERY
+$3.3M
YOU SAVE PER YEAR
$8.5M
AI hit rate multiplier ×2.0-2.8 (published 1.8-3.0×), higher at lower base rates. Overhead = camp, assays, mob/demob, logging. Recovery for operating mines at Au $5,200/oz.
USE CASES
How Teams Use CoreElement.AI
From greenfield exploration in Kazakhstan to JORC-compliant raises in Australia - see how CoreElement.AI delivers measurable results across real-world scenarios.
KAZAKHSTAN · GOLD · KAZRC
KZ-ALTYN-47 - Greenfield Discovery
Three prior campaigns with no significant results. CoreElement.AI OCR'd 50+ years of Soviet-era reports, integrated aeromagnetic + IP data, and identified 9 priority targets - 7 returned significant Au mineralisation.
7 / 9
AI TARGETS HIT
$3.9M
vs $6M BUDGET
$111M
NPV ESTIMATE
6 wks
TO KAZRC REPORT
AUSTRALIA · GOLD · JORC 2012
VEGA-GOLD-1 - Junior Explorer Raise
Junior explorer needed JORC-compliant resource report for A$6M capital raise. Traditional consulting quoted A$2-4M. CoreElement.AI delivered full JORC Table 1 report in 4 weeks at a fraction of the cost.
A$6M
CAPITAL RAISED
A$1.2M
TOTAL PROJECT COST
$87M
NPV ESTIMATE
JORC
FULLY COMPLIANT
CANADA · Cu-Mo · NI 43-101
AURORA-7 - AI-Discovered Fault
Mid-tier producer exploring Cu-Mo porphyry in British Columbia. CoreElement.AI's structural analysis identified a previously unmapped 180m strike-slip fault that opened a major new mineralisation zone.
180m
FAULT IDENTIFIED BY AI
Cu-Mo
PORPHYRY TARGET
$101M
NPV ESTIMATE
TSX
NI 43-101 FILED
WHY CoreElement.AI
What No Other Platform Has
Single Source of Truth
One database, one model, one report. Eliminate version conflicts and data silos across your exploration workflow.
AI-Native Architecture
Machine learning is built into every module - anomaly detection, prospectivity mapping, drill targeting, resource estimation. Not bolted on.
Multi-Standard Compliance
Same dataset generates reports for JORC, NI 43-101, KAZRC, SAMREC, PERC - switch reporting codes in one click.
Soviet-Era OCR Engine
Digitise 50+ years of legacy geological data - handwritten logs, maps, reports. СК-42 to WGS-84 auto-conversion.
Real-Time Drill Telemetry
Monitor ROP, WOB, torque, lithology from anywhere. Auto alerts when drill enters zone of interest. Multi-rig dashboard.
Zero Vendor Lock-in
Export to Leapfrog, Vulcan, Surpac, ESRI ArcGIS. 50+ import formats. Your data is always yours.
DEPOSIT TYPES
Built for Your Operation
Open Pit (Brownfield)
Terraced operations, blast optimisation, grade control, resource reconciliation.
Deep Targets (Underground)
Structural analysis, deep exploration, 3D fault modelling, ore body delineation.
Greenfield Exploration
First-pass reconnaissance, satellite analysis, AI target generation, prospectivity mapping.
COMMODITY COVERAGE
High-Value Commodities
Optimised for the commodities driving global exploration and energy investment - precious metals, battery metals, critical minerals, and hydrocarbons.
Au
Gold
79
Precious
Ag
Silver
47
Precious
PGE
Platinum Group
Pt·Pd·Rh
Precious
O&G
Oil & Gas
HC
Energy
U
Uranium
92
Energy
Li
Lithium
3
Battery
Ni
Nickel
28
Battery
Co
Cobalt
27
Battery
Cu
Copper
29
Base
Zn
Zinc
30
Base
Fe
Iron Ore
26
Bulk
Mo
Molybdenum
42
Alloy
REE
Rare Earths
La·Ce·Nd
Critical
SERVICE LEVEL AGREEMENT
99.9% Uptime Guaranteed
Drilling campaigns don’t wait. CoreElement.AI is built for mission-critical exploration workflows with contractual uptime guarantees.
99.9%
UPTIME SLA
<8.7 hrs/year
1 hr
P1 RESPONSE
Critical incidents
4 hr
P2 RESPONSE
High priority
Sun 02:00
MAINTENANCE
UTC · 72h notice
TESTED WITH REAL EXPLORATION DATA
7
EXPLORATION PROJECTS
3
JURISDICTIONS
12,480m
DRILLED & PROCESSED
0.924 Moz
RESOURCE DEFINED
COMPLIANT WITH:
JORC 2012
NI 43-101
KAZRC 2017
SAMREC 2016
PERC 2021
S-K 1300
READY TO TRANSFORM YOUR EXPLORATION?
See the Platform in Action
Free demo access. No credit card required. JORC / NI 43-101 / KAZRC ready.