Use Cases

We help companies avoid costly mistakes and seize opportunities by understanding what’s really happening at project locations – before problems become expensive.

Energy Transition

Predictive siting and engineering optimization across Asia-Pacific to reduce rework, speed approvals, and deliver viable hybrid energy systems.

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Responsible Minerals

Identify ESG risks and turn them into quick wins that build reputation, reduce costs, and align with IFRS S1 disclosures.

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Resilient Infrastructure

Advanced imaging to health check and future-proof infrastructure assets preventing costly failures.

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Nature Based Solutions

Providing palm oil compliance, carbon market development, and supply chain deforestation risk management across Southeast Asia.

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Energy Transition

Diesel Replacement Programs

  • Provided predictive siting solutions to de-risk 60+ PLN diesel powered grids for bankable biomass, solar, and mini-hydro project investment under Indonesia’s grid replacement program
  • Developed preliminary bankability framework for low carbon renewables development for Papua’s diesel microgrids
  • Identified floating solar development potential at abandoned mines in Indonesia’s new capital region
  • Conducted rapid pre-feasibility and bankability assessments for Solar PV and battery storage development across Lombok’s diesel micro grids

Green Hydrogen Development

  • Fast-tracked solar and green hydrogen portfolio potential in Japan and Philippines using AI-driven siting for independent power producers
  • Deployed safeguard risk prediction for ADB and government flagship green hydrogen projects
  • Mapped sinkholes and assessed risks for 50GW green hydrogen/ammonia facility development in Australia

Power Plant Optimization

  • Project-managed power yield optimization and GHG emissions reduction at mine-mouth thermal coal plants

Responsible Minerals

Operational Risk & Efficiency

  • Early stage evaluation of AI-powered rainfall nowcasting technology for major mine contractors to optimize production scheduling and reduce weather-related disruption
  • Provided major mining operations with all-weather satellite surveillance and early warning detection to better manage land encroachment risk
  • Successfully supported expert witness claims for third-party sterilization and damage from illegal mining activity with hybrid SAR and computer vision change analysis

Strategic ESG Advisory

  • Providing AI-powered ESG transition advisory for Indonesia’s largest thermal coal exporter diversifying into critical metals
  • Providing IFRS-aligned ESG framework for world’s largest thermal coal producer to improve the bottom line
  • Providing remote ESG screening to prioritize risk management for Australian non coal asset acquisition strategy
  • Deployed AI imaging solutions to benchmark undeclared ESG issues at multiple mines in thermal coal supply chain

Infrastructure & Development

  • Provided logistics diligence with multi-year ore barge congestion and bottlenecks mapping on upper Barito river using hybrid SAR imaging solutions
  • Accelerated earthworks CAPEX planning for 70kV 44km biomass energy transmission solution for green copper mine and smelter project using advanced terrain AI analytics
  • Provided off-takers with mine activity and liability intelligence to improve due diligence at multiple mines
  • Conducted climate stress testing for coking coal investment transport plans on upper Barito river
  • Provided climate risk baseline and technology solutions for rainfall-linked production disruptions

Resilient Infrastructure

Climate Risk Assessment

  • Provided climate change risk advisory for Australia-Indonesia public-private infrastructure program
  • Piloted application of INSAR and optical imaging technology to promote climate resilience planning and disaster risk reduction practices for Indonesian national roads and large span bridges

Pre-Construction Intelligence

  • Supported land acquisition planning with time-series evidence of optimal drainage for Patimbang port-toll road development
  • Conducted pre-construction health checks for ground and structural movement at smart city developments and TransJava toll road sections

Asset Monitoring & Stability

  • Performed remote baseline asset stability analysis for PLN’s Semarang power plant using satellite radar technology
  • Provided pre-construction health check with INSAR ground movement and flood risk assessments for Palembang LRT transit-oriented development stations

Nature Based Solutions

Palm Oil Compliance & Risk Mitigation

  • Helped avoid $30 million in restoration liabilities and secured RSPO certification with targeted capital investment solutions for POSCO palm operations in Papua
  • Provided palm plantations with 10-year ESG predictions of supply chain risks from smallholder forest conversion
 

Carbon Market Development

  • Conducted AI eligibility screening to fast-track Voluntary Carbon Market portfolio development across three diverse provinces
  • Performed AI eligibility analysis for Voluntary Carbon Market portfolio development covering forest and peatland projects

Supply Chain Deforestation Risk

  • Delivered demonstration project providing palm plantations with 10-year ESG prediction of supply chain risks from smallholder forest conversion
  • Deployed demonstration project to improve estimation of supply chain ESG risks for palm plantation and deforestation monitoring