Leak & Deficiency

AI-driven imagery reveals hyper-local nutrient stress patterns and pinpoints chemical leak sources for precise remediation and regulatory compliance.

Request a demo

How does it work?

Traditional monitoring struggles to detect subtle nutrient imbalances and trace contaminant leaks at sub-field scales, delaying interventions and increasing costs. Our AI-based geospatial forensics platform analyzes multi-source imagery to map micronutrient deficits and chemical spill origins with centimeter accuracy, enabling timely, targeted responses.

Sub-centimeter Resolution: High-resolution drone and satellite imagery combine with AI to detect anomalies at centimeter scales. This precision enables identification of minute nutrient stress and leak pathways before visible damage emerges.
Nutrient Deficit Mapping: Our analytics quantify multiple nutrient levels across zones, revealing specific NPK and micronutrient shortages. Farmers can apply custom fertilizers exactly where needed, cutting input costs by up to 20%.
Leak Source Identification: AI-driven spectral and thermal analysis isolates pollutant signatures to trace chemical leaks back to point sources. This forensic capability accelerates containment and legal accountability.
Early Warning Alerts: Automated anomaly detection triggers real-time notifications for emerging stress or leaks. Rapid alerts reduce response times and prevent escalation of crop damage or environmental harm.
Regulatory Reporting: Generate audit-ready geospatial reports with timestamped maps and AI-backed evidence of contamination events. These exports simplify compliance and support legal investigations.
Cross-Platform Integration: Seamlessly integrate results into existing GIS, farm management, or environmental monitoring systems via API. This interoperability streamlines workflows without retooling current software stacks.

Frequently asked questions

Have a different question and can’t find the answer you’re looking for? Reach out to our support team by sending us an email and we’ll get back to you as soon as we can.

How does this compare to conventional soil sampling?: Unlike labor-intensive soil sampling that offers point-based insights, our AI platform provides continuous field-wide assessments. This approach reduces sampling time and captures dynamic changes that manual tests might miss.
Why is AI for nutrient forensics gaining popularity?: AI-driven geospatial forensics delivers high-resolution, actionable insights at scale, which manual or lab methods cannot match. Its growing adoption stems from cost savings and improved environmental compliance.
Are there limitations in densely vegetated or shadowed areas?: Dense canopy cover or heavy shadows can obscure underlying stress signals, potentially reducing detection accuracy. We mitigate this with multi-angle imagery, spectral fusion, and machine learning models trained on diverse conditions.
Can this platform replace lab-based chemical analysis?: While the platform offers rapid, non-invasive screening, lab tests remain essential for definitive chemical concentrations. Our tool optimizes sampling locations but is not a substitute for regulatory-grade lab certification.
What data sources does it support?: We integrate satellite, drone, and ground sensor data, including multispectral, hyperspectral, and thermal imagery. This flexibility ensures comprehensive analyses across various resolutions and spectral ranges.
How quickly can I get actionable maps after data collection?: Automated pipelines process new imagery within hours, generating stress and leak maps in near-real time. Users can customize processing schedules to balance speed and computational resources.

Geospatial AI Platform

Intelligence

AI & foundation models

Deep-learning and foundation models turn raw imagery into ready-to-use insights, so you ship answers instead of training pipelines.

Experience

Conversational workflow

Ask questions in plain language and the platform responds with charts, visualizations, and next step suggestions.

Speed

GPU-accelerated cloud

Cloud-native architecture spins up on-demand GPU clusters that scale from a single scene to global archives—no manual ops, no bottlenecks.

Data

Any sensor, any format

Optical, SAR, drone, IoT, vector or raster—ingest, fuse, and analyze without conversion headaches.

Visualization

Insight you can see

Real-time 2D / 3D maps and export-ready plots make results clear for engineers, execs, and clients alike.

Boost your productivity. Experience Geospatial AI.

Turn satellite, drone, and sensor data into clear, real-time insights using powerful AI – no complex setup, just answers you can see and act on.

Request a demo