Background: Overlapping claims and outdated records slowed development and undermined trust.

Approach: Drone-based orthomosaics and LiDAR; DEM/DTM generation; GIS integration; capacity building for county teams.

Results: High-accuracy parcel maps across 5,000+ ha; reduced disputes; repeatable workflows.

Outlook: Scale into a national land information management system linked to titling and taxation.

Background: Investors required fast, accurate terrain and footprint validation.

Approach: LiDAR & multispectral surveys over 20,000 ha; volumetrics; environmental monitoring; digital twin for decision-makers.

Results: 40% cost reduction vs. traditional surveys; accelerated validation; actionable compliance insights.

Outlook: Template for exploration, operations monitoring, and closure planning.

Background: Outdated charts limited safe access for larger vessels.

Approach: Autonomous bathymetry (USV) combined with aerial infrastructure imaging; GIS chart updates; staff training.

Results: Accurate channel profiles; improved port safety and planning; alignment with IMO expectations.

Outlook: Expand to Monrovia, Greenville, and Harper for a national marine geospatial database.

Background: Coastal ecosystems face deforestation and climate threats; reliable monitoring was needed.

Approach: Multispectral drone imaging + satellite time series; change detection; carbon estimates via natural capital methods; training for EPA/NGOs.

Results: 2,500+ ha mapped; inputs to NDCs; stronger cases for conservation funding.

Outlook: National-scale ecosystem monitoring and carbon market readiness.

Background: Paper records and network losses hindered service and revenue.

Approach: Drone/GPS network mapping; GIS asset registry; Power BI dashboards; smart metering pilots.

Results: 150 km of pipelines digitized; leak hotspots identified; billing accuracy improved.

Outlook: Broader utility digital transformation including cybersecurity and SCADA integration.

Background: An agribusiness cooperative needed accurate crop health and planning data.

Approach: Multispectral imagery; NDVI/NDRE analyses; orthomosaics; GIS datasets and investor-ready reports.

Results: Underperforming zones identified; input use optimized; improved funding prospects.

Outlook: Pathway to precision agriculture and national crop monitoring for food security.

Background: Developer required fast, defensible boundary demarcation for permits and investment.

Approach: RTK-enabled aerial survey; high-resolution orthomosaics; DEM/drainage analysis; parcel maps and physical markers.

Results: Completed in 3 days; authority-validated coordinates; reduced dispute risk and faster titling.

Outlook: Scalable model for urban land development across Greater Monrovia.