LAGRAND
Observe economic trends in real time using remote sensing
What sets us apart is our ability to provide insights nearly two months ahead of traditional reporting institutes, enabling clients to proactively manage financial risks and seize emerging opportunities.
Coal Plants
11034
Steel Plants
905
Oil and Gas Plants
8913
Blast Furnaces
958
Before activity AI
Standard satellite imagery of any heat-emitting factory reveal no additional information about the economic activities for the human eye.
After activity AI
Processing hundrets of images and informations to provide you with insights about various infrastructure areas. Anomaly detection and forecasts are made possible.
No Matter What
We Keep Observing
At our company, observation and conclude AI driven insights is at the core of what we do. We specialize in continuous monitoring and analysis of data from industrial locations of your choice, offering valuable insights into economic activity.
Discover the power of our web app – simply choose any industry location of interest, and we’ll provide continuous updates on their economic behavior. Empowering you to evaluate risks, time the market and gauge your negotiating power with confidence.
open webappTarget Auidence
- Commodity Producers
- Financial institutions
- Authorities
Our Value Proposition
- 2 month information advantage
- Global continous observation
- AI driven activity intelligence
11’034
Coal Plants
8’913
Oil and Gas Plants
958
Blast Furnances
905
Steel Plants
What our clients are gaining
Staying one step ahead of the market. Our customers leverage our web app’s continuous insights on industry location economic behavior to inform their investment strategies, market timing decisions, and negotiation tactics. This enables them to minimize risks due to information which is not priced into the market yet.
The immense number of industrial sites observed reflects world events in the relevant sectors.
How we provide economic data
Collect remote sensing data
For IMINT (Imagery Intelligence) purposes, multiple satellites are used to have redundant data sources. These satellite missions help to provide better measurements and clearer images, thus improving data quality.
Cloud reconstruction
To address the frequent presence of clouds in our observed industrial areas, we’ve developed a cloud reconstruction algorithm. This innovative approach allows us to effectively utilize the available data despite cloud cover, ensuring valuable insights can still be derived from our observations.
Segmentation of the production areas
Gathering data on heat sources and the shapes of buildings provides us with valuable insights into individual segments of an industrial area. This information allows us to detect anomalies at an early stage, enhancing our ability to identify potential issues and take proactive measures to address them.
Calculation of the economic activity
We are now equipped to observe the changes in radiation emissions over time, paving the way for extracting valuable insights about economic activities within each industrial area. This data holds the potential to provide detailed information on various industrial processes and their dynamics, enabling more comprehensive analysis and informed decision-making.
Validation of the results
To ensure the accuracy of our early insights, we employ cross-validation techniques, comparing our findings with reputable sources like the World Steel Association reports.
We empower you to outpace every competition
Let AI and Satellite Imagery revolutionize your business
Tailored
Get to know anyone you want, effortlessly.
Easy Interface
Draw a boundary on a map, and let us handle the rest.
True Power
Discover what AI uncovers from big data.
Ahead
Building a early understanding of global economic trends.
