Satellite ImageryMultispectral, SAR and optical datasets
AGENTIC AI FOR GEOSPATIAL INTELLIGENCE
Turn Geospatial Data Into Intelligent Agents
We build AI agents that reason over satellite imagery, geospatial data, external intelligence and domain knowledge to deliver accurate insights and real-world impact — from carbon MRV to land-cover monitoring across the globe.
GIS LayersSpatial boundaries & maps
Historical DataTrends and time series
External IntelligenceAPIs, feeds and signals
Domain KnowledgeIndustry standards and methodologies
REASONING ENGINE
Agent Reasoning
- Analyse geospatial evidence
- Retrieve relevant context
- Plan multi-step workflows
- Generate explainable insights
Generating insights...
WHAT WE BUILD
End-to-end AI systems for geospatial teams
Carbon MRV Reports
Automated monitoring, reporting and verification for nature-based carbon projects — mangrove, tropical forest and peatland — following Verra VCS VM0033 / VM0007 methodologies. Registry-ready drafts in days, not months.
VCS · CCBS · Blue CarbonLand Cover Change Detection
Pixel-level deforestation and restoration monitoring using Sentinel-2, Landsat and ALOS PALSAR SAR data. Baseline-to-reporting change statistics with confidence scoring and spatial export.
Sentinel-2 · SAR · GEECustom AI Agent Pipelines
Autonomous agents that reason over satellite imagery, GIS data and domain knowledge to deliver reliable, explainable insights — tailored to your data environment and workflow.
Agentic AI · Geospatial DataProperty Intelligence
Aerial and satellite-derived property risk and site-context reports — flood risk, land-use history, urban growth analysis — for real estate, insurance and infrastructure clients.
Property · Risk · InsuranceFractional CTO Advisory
Strategic technology leadership for geospatial and climate teams. Engineering roadmap, team building and AI system architecture — drawing on 25+ years leading engineering across deep tech, mobile and satellite AI.
Strategy · Roadmap · LeadershipAlternative Economic Intelligence
Satellite-derived economic activity signals — nightlight intensity, land-use change and vessel traffic — as alternative data for investors, hedge funds and development finance institutions seeking independent, timely indicators beyond official statistics.
Alternative Data · Economic SignalsINDUSTRIES
Solutions Across Multiple Domains
Environment & EcosystemsMonitor forests, biodiversity, habitats and land degradation.
Disaster Risk & ResponseAssess hazards, exposure and impacts for proactive preparedness.
Urban & InfrastructureTrack urban growth, land use change and infrastructure development.
Agriculture & Food SecurityMonitor crop health, optimise yield and support sustainable food systems.
Maritime & Blue EconomyDetect vessels, monitor coastal zones and manage marine resources.
Energy & Natural ResourcesMonitor assets, detect changes and optimise resource management.
TECHNOLOGY
Built for spatial data, agents and operational workflows
Satellite Data ProcessingCloud-scale ingestion and analysis of multispectral, hyperspectral and SAR imagery.
Agentic AI SystemsAutonomous multi-step agents with tool use, workflow planning and explainable outputs.
Retrieval-Augmented GenerationContext-aware knowledge retrieval over methodology documents and domain data.
Geospatial AnalysisSpectral indices, land-cover classification, change detection and spatial statistics.
Machine LearningDeep learning and classical models for regression, classification and time-series analysis.
AI Evaluation & MonitoringSystematic quality assessment and tracing of AI-generated outputs across production runs.
ABOUT
Research-grade rigour.
Startup-speed delivery.
Insight Engage is led by Dr Yee Mong Suan (PhD), a Singapore-based engineer specialising in satellite remote sensing, geospatial AI and agentic systems.
With seven years building and shipping geospatial AI platforms — spanning carbon MRV, forest monitoring and property intelligence across multiple regions — Dr Yee brings the domain depth to know what the data means and the engineering rigour to build systems that are production-ready and verifiable.
Insight Engage applies the latest agentic AI techniques to geospatial workflows, making high-quality satellite analysis faster, more accessible and more defensible for the organisations that depend on it.
7 yrsGeospatial AI platforms
PhDEngineering · University of Southampton
GlobalCarbon, forest & property clients
Building the Future of Geospatial Intelligence
From carbon MRV to urban planning, disaster response and resource management — our AI agents adapt to your data, goals and workflow to deliver actionable intelligence at scale. Bring a project area and a monitoring question; we'll scope a pilot in one call.