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Home » How standardized geospatial schemas can transform global risk management
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How standardized geospatial schemas can transform global risk management

By March 27, 2026No Comments6 Mins Read
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RSS-Hydro’s new “Pin” Earth observation concept has the potential to transform emergency response and global risk management.

The Earth Observation (EO) industry is undergoing fundamental changes. We are moving from the era of “pretty maps” to the era of “practical impact.” At the forefront of this evolution is RSS-Hydro. Its “Pin” concept is effectively rewriting how geospatial data is consumed by the sectors that need it most: emergency responders and financial institutions.

The “pin” concept: from pixels to points of interest

For decades, the hurdle in satellite intelligence has not been a lack of data. It was a lack of relevance. Traditional geospatial providers sell “swaths,” vast raster images covering thousands of square kilometers. For city managers and insurance adjusters, a 50-gigabyte image of a flooded state is a bottleneck, not a solution. You don’t need the entire map. They need to know if the water will reach the Fifth Avenue substation.

RSS-Hydro’s Pin approach addresses this “last mile” problem. Rather than distributing broad maps, intelligence is “pinned” to specific locations or high-value assets. The aim is to transform large satellite datasets into lightweight, semantic “knowledge pins” to provide localized and potentially asset-specific alerts. Transform complex visual problems into simple text-based data points that can be instantly interpreted by decision makers and even large-scale language models (LLMs) running at the edge.

Technical DNA: “Data Cocktail”

One of the most innovative aspects of the Pin concept is its technological foundation. It does not rely on a single source of truth. Rather, it uses a multi-sensor “data cocktail” that blends:

Space observation: Utilizes a combination of synthetic aperture radar (SAR) and multispectral data for spectral detail from missions that can “see” through clouds and at night. Ground Observation: This concept could also integrate real-time IoT sensors such as measured water levels and rain gauges, as well as citizen science reporting. This ground truth not only powers space observations, but also verifies what satellites see from 500 km above the ground. Prediction and simulation: High performance computing (HPC) environments allow you to run advanced, heavy-duty models. These simulations allow “pins” to represent not only where a hazard such as flooding exists, but also where the hazard is predicted to occur within the next 12 to 24 hours.

Maximize the value of your emergency response

In the high-stakes environment of disaster management, time is of the essence. Previously, emergency teams spent hours and hours manually interpreting satellite images, and spent significant resources analyzing and converting them into separate map images.

©shutterstock/Nico Elnino

Pin’s concept changes the market by automating and standardizing the “interpretation” phase. Emergency responders can set “threshold pins” on critical infrastructure such as hospitals, bridges, and power plants. When an integrated data cocktail (simulation + satellite + ground sensors) predicts a breach at a specific location, automated “alerts” can be triggered. This allows teams to move from a reactive posture to proactive intervention and prioritize resources where a “ping” indicates the highest immediate risk to life and property.

© Shutterstock/Black Salmon

Standardization: The key to climate risk resilience and ESG

Perhaps the most important long-term impact of the Pin concept is its potential for standardization through schemas. The financial sector, particularly (re)insurance and ESG (environmental, social and governance) markets, has been slow to adopt Earth observation data because it often lacks the consistency and auditability required by institutional regulations.

To move from “vague climate targets” to “auditable financial disclosures”, the industry needs a common language. In today’s world, where the Corporate Sustainability Reporting Directive (CSRD) and IFRS S2 are the law of the land, RSS-Hydro’s ‘pin’ can serve as a vital translator between the raw science and the board’s balance sheet.

By extracting complex geospatial imagery into standardized data schemas (such as JSON or GeoJSON “pins”), RSS-Hydro makes this data “ingestible” into standard financial risk models.

Auditability: Schema-based PINs provide a transparent record of why a risk was flagged, citing specific satellite passes, sensor readings, or model predictions. ESG compliance: As regulations such as the CSRD (Corporate Sustainability Reporting Directive) require more detailed evidence of resilience to climate change, companies can use these pins as verifiable evidence of asset-level risk management.

Standardization removes the “black box” of AI satellite analysis. As geospatial data begins to speak the same language as financial spreadsheets, it ceases to be a niche scientific tool and begins to become an institutional requirement.

Closing the “gaps” in sustainability reporting requirements

The European Sustainability Reporting Standard (ESRS E1) is a European sustainability reporting standard with a focus on climate change. This plays an important role in guiding corporate sustainability reporting under the CSRD. ESRS E1 specifically requires companies to disclose “physical climate risks.” This is where the pin concept becomes a game changer for compliance professionals.

Market in transition

The EO market is moving from selling images to selling impact. RSS-Hydro’s Pin concept is a masterclass in this transition. By bridging the gap between space, ground, and simulation, and providing a standardized bridge for emergency management and finance departments, we are ensuring that geospatial data is more than just a ‘nice to have’. It is the foundation of a more resilient global economy.

Furthermore, standardization through schemas solves the “fragmentation” problem. Many EO providers currently use proprietary formats that do not communicate with each other. By proposing a pin-based schema, RSS-Hydro is essentially creating an “API for Earth Intelligence.”

This allows you to:

Insurers automate the underwriting of “parametric” insurance, where payments are automatically initiated when the water parameter value of the pin reaches a certain threshold (e.g. 0.8 meters). Banks stress test mortgages or loan portfolios against specific geospatial pins. Regulators ingest large amounts of corporate data and verify it against independent pins of “truth.”

The Pin concept takes us from a world where geospatial data is an “expert tool” to a world where geospatial data is a standard financial metric. RSS-Hydro’s Pin concept can provide the missing link between the trajectory or model perspective and the organizational ledger by packaging complex science into a simple standardized schema. Additionally, by consolidating these diverse data sources into a single standardized schema, “Pins” solves the problem of “non-standard” EO data.

Please note: This is a commercial profile

This article will also be published in the quarterly magazine issue 25.


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