Risgra

RISGRA® supports and informs the compliant implementation of Agentic AI in regulated organisations. RISGRA® is a comprehensive symbolic (foundational) model of the inter-related Enterprise Risk Management (ERM) concepts, constructs & frameworks that are integral to the operation of a regulated organisation. The RISGRA® ERM ontology provides the symbolic, real world “judgement”, to counterbalance and complement the “predictive” power of neural LLM & ML, designed to act as a suite of grid references and guard rails to guide and inform (swarms of) autonomous AI Agents. RISGRA® models complex, non-linear decision processes, including causal links, points of inflexion and cascade effects between risks along the full value chain, and integrates rules, weights and temporal analysis to enable powerful inference. RISGRA® is a higher-level implementation of an Entity-Relationship Knowledge Graph model, extending to include nested and chained Relations (hypergraph), necessary to reflect the complex, dynamic and nuanced operations of a regulated organisation. RISGRA® models sit at the functional interface between Risk, Finance, Compliance and Operations; and extend across the full value chain to take account of both external and internal organisational context, including mapping to a comprehensive suite of enabling constructs, such as internal governance and external counterparties, that operate more widely - beyond the perimeter of the risk domain. Underpin the compliant implementation of Agentic AI in your organisation with RISGRA®.