Spatial AI Strategy
Translate business, research, and operational goals into practical spatial AI roadmaps, datasets, model requirements, and success metrics.
- Use-case discovery
- Sensor and data strategy
- Build-vs-buy technical planning
Spatial AI • Remote Sensing • Digital Twins
Applied intelligence for land, crops, and operational decisions.
Applied Spatial Intelligence Labs LLC builds practical AI systems that transform satellite, drone, LiDAR, hyperspectral, weather, and field data into decisions teams can trust.
UAV & satellite analytics
Crop digital twins
Geospatial ML pipelines
Field Intelligence Layer
Live
VNIR
LiDAR
RGB
Stress riskEarly
Yield signalRising
Coverage97%
Built for teams working with complex spatial, environmental, and biological systems.
Hyperspectral
Multispectral
LiDAR
SAR
Time-series AI
Crop models
What we do
From raw spatial data to production-grade intelligence.
ASI Labs helps organizations design, prototype, and operationalize AI systems where location, time, environment, and biology matter.
Remote Sensing Analytics
Extract actionable insights from UAV, satellite, hyperspectral, multispectral, LiDAR, RGB, SAR, and environmental data streams.
- Crop health and stress detection
- Phenotyping and canopy analysis
- Multi-temporal monitoring
AI Product Prototypes
Build fast, credible prototypes that connect models, dashboards, APIs, and decision workflows for pilots, grants, and product validation.
- Computer vision models
- Geospatial ML pipelines
- Decision-support dashboards
Systems we build
Applied AI for complex ground truth.
We combine domain science, spatial data engineering, and machine learning so models stay connected to the physical world.
Talk about your system →Agricultural digital twins
Virtual crop and field environments for prediction, simulation, breeding, and operational planning.
Crop disease and stress intelligence
Early warning systems using spectral, image, environmental, and time-series signals.
Yield and biomass prediction
Models that integrate remote sensing, crop growth models, weather, soil, and field observations.
Geospatial decision dashboards
Clear interfaces for scientists, agronomists, operations teams, and executives.
Where we help
Focused on agriculture first, extensible to environmental intelligence.
AgTech & Crop Science
Breeding, phenotyping, yield prediction, disease detection, and field monitoring.
Remote Sensing Teams
Multi-sensor workflows, data fusion, quality control, and scalable analytics.
Food & Sustainability
Resource optimization, climate resilience, environmental monitoring, and land intelligence.
Research Organizations
Grant-ready prototypes, reproducible pipelines, and scientific model development.
How we work
Small, senior, and execution-oriented.
Engagements are designed to move from uncertainty to working systems quickly.
1
Frame the decision
Define the operational decision, scientific question, user, time horizon, and measurable success criteria.
2
Audit the data
Assess available sensors, spatial resolution, temporal coverage, labels, ground truth, and data quality.
3
Build the intelligence layer
Develop models, pipelines, and evaluation workflows that connect spatial signals to outcomes.
4
Deliver the workflow
Package results into dashboards, APIs, reports, or deployable prototypes your team can use.
Founded by Ali Masjedi, Ph.D.
Ali is a remote sensing scientist and senior data scientist with deep experience in agricultural AI, UAV and satellite analytics, hyperspectral and LiDAR processing, crop digital twins, and multi-temporal phenotyping.
Senior remote sensing leadership
Experience leading advanced remote sensing and ML projects in crop science.
Digital twin and predictive modeling
Work across crop virtual replicas, environmental data integration, and yield prediction.
Ph.D. in Remote Sensing
Doctoral work on multi-temporal, multi-modal predictive modeling of plant phenotypes.
Publication-backed expertise
Research across UAV hyperspectral, LiDAR, crop growth models, and sorghum biomass prediction.
Start here
Have spatial data, a crop problem, or an AI product idea?
Send a short note about your goal, data sources, timeline, and what decision you want to improve. ASI Labs can help you shape the system and build the first working version.
Project inquiry
Best for consulting, prototypes, partnerships, and applied research collaborations.
Email ASI Labs