AI, Data & Geospatial Intelligence for Decision-Making, Evaluation & Risk Analysis

We transform complex data into actionable insights for policy, development, investment, and strategic planning across sectors.

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Where AI, data, and geospatial intelligence create real impact.

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Trusted by Global Organizations.
Built on Evidence.

We go beyond analysis — we deliver decision-ready intelligence that integrates geospatial insight, data systems, and real-world application.

We follow a clear, structured process to understand your needs, design effective solutions, and deliver measurable results.

  • Understand Needs

  • Analysis & Design

  • Delivery & Support

We provide tools and analytical solutions across data, geospatial, and risk domains.

Our work is grounded in rigorous scientific research, published in leading international journals.

Hybrid GIS-Machine Learning Approach for Base Metal Prospectivity Mapping in the Gawler Craton, South Australia

Authors: Gwaliwa P. Mashaka, Athanas S. Macheyeki

This study presents an AI-driven framework for mineral prospectivity mapping, integrating geophysical, geological, and spatial data to identify high-potential zones. By combining machine learning with geospatial analysis, the approach improves prediction accuracy and supports more informed, data-driven decision-making in mineral exploration. The results demonstrate how advanced analytics can enhance efficiency, reduce uncertainty, and guide strategic resource development.

Key Highlights
Hybrid GIS–ML framework for Cu–Au prospectivity mapping
Random Forest achieved superior performance
Convergence analysis identifies high-confidence targets

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A selection of platforms we have built and deployed across evaluation, AI, geospatial, and mineral exploration domains.

Evidence & Learning

Evidence Synthesis & Quality Assurance

Output

  • Evidence matrices and summaries
  • Quality review and audit trails
  • Evidence gaps and learning insights

Gender, Disability, Equity

Mainstreaming Analysis Tool

Output

  • Mainstreaming scores
  • Comparative program analysis
  • Evidence for policy and reporting

Monitoring & Evaluation

Evaluation Analytics & DataLab Tools

Output

  • Dashboards and visualizations
  • Analytical summaries
  • Internal reporting tools

AI & DATA

Decision Intelligence Platform

Output

  • Decision-support dashboards
  • Data pipelines
  • Analytical reports

Climate & Food Security Risk

Early Warning System

Output

  • Risk maps and rankings
  • Early warning indicators
  • Exposure analysis

AI & Data

Flexible Priority & Decision Analysis Platform

Output

  • Priority scores and rankings
  • High/medium/low classifications
  • Spatial priority maps
  • Analysis-ready datasets

Geospatial

Geospatial Risk & Suitability Platform

Output

  • Risk and suitability maps
  • Spatial analysis reports
  • Decision-support tools

Mineral Exploration

Geomira Prospectivity AI Platform

Output

  • Prospectivity maps
  • Target rankings and clusters
  • Exploration corridors
  • Technical reports

Geophysics

Magnetic Interpretation Pro

Output

  • Subsurface target estimates
  • Depth and structural interpretation
  • Report-ready outputs

Thought leadership, case studies, and insights from the world of geospatial intelligence and AI-driven analytics.

April 7, 2026

Geospatial Intelligence for Resource Exploration

Transform complex geospatial data into actionable insights for exploration and risk assessment.

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April 1, 2026

From Documents to Decisions: Unlocking Insights with AI-Powered Qualitative Analysis

Learn how AI-powered qualitative analysis transforms reports and documents into structured insights, enabling faster evaluation, improved evidence use, and better decision-making across development and policy contexts.

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Ready to apply AI, data, and geospatial intelligence to your project?

Let's discuss how we can support your decisions with evidence-based, decision-ready intelligence.

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