OSRS Group – Generic Risk Analysis Model and Infrastrucure (GRAMI)

GRAMI is OSRS Group's general risk analysis model infrastructure, providing a modular framework for integrating and executing multi-domain risk models with high-performance compute.

What Does it Do?

GRAMI is an asset-based, geospatial risk assessment and management platform. GRAMI provides multiple key mechanisms to model risk:

Assets: Model all of your organizations assets, geospatially where they exist, or logically within another geospatial asset.
Threats and Hazards: Model all types of threats (human) and hazards (environment) as geospatial datasets via GLOBE.
Interdependencies: Model the relationship between your assets, with semantics, such as where a power plant receives fuel.
Mitigations: Model mitigations applied to assets, with their level of mitigation for each type of threat or hazard.
Missions: Model your "missions", which are the goals of the organization to accomplish or prevent. These are the purpose of the assets. Connect your missions to the assets required to complete them.

How Does it Work?

Each piece of data can be managed by the people that know that data. An asset owner may only have details about a small subset of the overall environment. Leverage the people you have to enter the data they know.

Assess Risk, Assess Effectiveness of Mitigations, Find the Points of Failure.

GRAMI models the assets as a big graph.
Spatial locations of assets drive geospatial threat exposure.
Mitigations can reduce impacts from threats.
Missions depend on assets, asset outages impact missions.
The cost of a mission failure is a key driver of mitigation decisions, we strive for "operational readiness".

Utilities Domain

GRAMI can be used to orchestrate risk models for grid stability, fusing asset data with geospatial hazard simulations like flood predictions. As conditions change, GRAMI can provide dynamic risk based on geospatial conditions. Ensuring zero-downtime gets easier with GRAMI as we assess cascading impacts from interconnected dependent asset failures. Manage spend by assessing the impact of mitigations across the fleet of assets using GRAMI scenarios.

Defense & Intel

GRAMI federates threat models over GLOBE lattices, enabling dynamic geospatial threat and hazard assessment from multi-domain intel fusion. Understand how risk is changing over time and prioritize which risks you care about most right now. Incremental, targeted use data entry ensures a 360-degree view without needing that 1 expert. It takes a village, let each dataset be managed separately by the existing team. And determine the risk to mission all by mapping your missions to the assets required to support them. What's the impact to my mission due to the loss of an asset? Ask GRAMI, get an answer, finding those interconnected, hidden single points of failure.

Environmental

GRAMI drives ecosystem risk engines on GLOBE-stored open datasets, modeling effects of a changing hazard landscape. Model the risk "of", "from" and "to" your assets as you define them, all based on the geospatial landscape. Evaluate the risk as it changes over time and project potential futures for every asset at once, no blind-spots, full interdependency modeling and mitigation planning.

Government

Prioritize spend to mitigate risk by actually evaluating the threat landscape in your environment. Understand not just the impact of loss of an asset, but the time to restore, cascading impacts, and when they'll be felt. Illuminate the network and understand the hidden points of failure.