Services Overview

Geospatial Analysis & Insights

Aerial view on land mass by Svarmi drones | Svarmi

Executive Summary

We turn complex geospatial inputs like drone imagery, satellite data, and field observations into actionable insight through advanced analytics, AI, and 13+ years of scientific expertise.
Whether you have existing data or need a full-service partner, our geospatial analysis gives you the clarity to make confident environmental and infrastructure decisions.

Aerial shot of land mass meeting sea and forest | Svarmi
Land mass of plants | Svarmi

Our Analysis Philosophy

From Data to Decisions

Our approach is founded on turning complex datasets into clear, confident actions for your organization.

Image taken for data analysis on crops growing commercially | Svarmi

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Science-Driven & Technology-Powered

Our methods are rooted in a deep scientific foundation, validated through years of collaboration on international research projects. We leverage this expertise with advanced AI and machine learning tools to deliver analysis that is not just descriptive, but predictive and insightful.

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Data-Agnostic Expertise

Our experience is vast. We are equally adept at analyzing high-resolution drone LiDAR, multispectral satellite imagery, and publicly available global datasets. We use the best data source for the job, ensuring the most efficient and effective solution.

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Collaborative Partnership

We function as a seamless extension of your team. We can work independently to deliver turnkey analysis or collaborate closely with your on-site experts and scientists to integrate critical ground-truth data, ensuring our results are perfectly aligned with the realities in the field.

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Revealing the Unseen

Remote sensing data tells a story that can be missed on the ground. By analyzing frequent data captures over time, we can spot subtle, yet critical, trends that are invisible to the naked eye. We have seen this first-hand where a simple NDVI graph revealed a drop in vegetation health due to a short-term drought that on-site experts had not noticed. This ability to see thebigger picture allows for proactive, rather than reactive, management.

Core Analytical Capabilities

We offer a comprehensive suite of analytical services tailored to the specific needs of infrastructure, environmental, and natural resource projects.

Infrastructure Integrity & Asset Management

We use point cloud and imagery analysis to monitor the safety, compliance, and progress of critical infrastructure.

Geospacial Features Aerial shot 1 | Svarmi
  • Vegetation Encroachment Analysis: Automated detection of vegetation nearing or infringing on infrastructure like powerlines, pipelines, railways, and airport runway approach paths.
  • Construction & Earthworks Monitoring: Precise volume calculations, cut-and-fill analysis, and progress tracking for construction sites and quarries.
  • Infrastructure Change Detection: High-precision monitoring of hydro dams, bridges, and other critical structures to detect deformation, subsidence, or change over time.
  • Slope Stability & Geohazard Analysis: DTM and point cloud analysis to identify areas at risk of landslides or erosion.

From Data to Decision  – The Power of Analysis:

  • Before: You have a massive 3D point cloud of a powerline corridor—billions of points that are impossible to interpret manually.
  • After: We deliver a precise report listing the exact location of 15 specific trees that are a direct threat to the powerlines, allowing you to dispatch maintenance crews efficiently and prevent outages.
Core Drone Model 2 | Svarmi

Environmental & Ecosystem Analysis

We specialize in detailed analysis of natural environments for EIAs, monitoring, and Nature-Based Solution projects.

Aerial shot of landmass | Svarmi
  • Advanced Forest Inventories: Beyond simple metrics, we deliver detailed reports on tree height, canopy density, canopy cover, forest biomass estimation, carbon stock calculation, and forest gap analysis.
  • Vegetation Health & Species Classification: Using multispectral and hyperspectral data to assess vegetation health (NDVI and other indices) and perform AI-driven classification of plant species and invasive species mapping.
  • Wetland & Hydrological Analysis: Mapping wetland boundaries, monitoringwater level changes, and analyzing carbon cycles in restored ecosystems.
  • Habitat Suitability Mapping: Combining various data layers to model and identify ideal habitats for specific wildlife species.

From Data to Decision  – The Power of Analysis:

  • Before: You have a high-resolution aerial photo of a 1,000-hectare nature reserve. Manually counting a specific invasive plant species to assess its spread would take months of tedious work.
  • After: Our AI model analyzes the entire image in hours and delivers a clear result: an estimated 1.2 million instances of the invasive plant, with a heatmap showing the densest concentrations. This allows you to target eradication efforts where they will have the most impact.

Advanced Classification & Change Detection

We leverage AI and machine learning to perform large-scale analysis and uncover trends.

Aerial shot of landmass | Svarmi
  • Land Use / Land Cover (LULC) Classification: Highly accurate, automated mapping of land cover types for environmental monitoring and planning.
  • Automated Feature Extraction: AI-powered detection and counting of specific objects, from individual trees and agricultural assets to infrastructure components.
  • Long-Term Change Detection: Time-series analysis using historical satellite and aerial data to quantify environmental or land-use change over years or decades.

From Data to Decision  – The Power of Analysis:

  • Before: You have 20 years of satellite imagery for a region, but understanding the pattern of change is difficult.
  • After: We provide a clear, concise report showing that the region has lost 15% of its wetland area to agricultural expansion, empowering you to make data-driven policy recommendations.
Datact Example of Data Layers | Svarmi

Our Scientific Foundation & Global Experience

Our project experience spans the globe, with successful deliveries on every continent except Antarctica. We are trusted by a diverse range of clients, from small, agile teams of 2-5 people to some of the largest and most respected companies in the world.

Our credibility is built on a strong foundation of scientific research and global project execution. We have participated in numerous European research projects, some funded by the EU, investigating critical environmental processes. This work, often done in collaboration with local experts like national forest services, allows us to continuously validate and refine our methods, ensuring we remain at the forefront ofgeospatial science.