Risk Management
AI Agent

Trask Risk Management AI Agent helps risk teams explain movements in key metrics across credit risk, liquidity, market risk, solvency, and ESG reporting. It automates the interpretation of risk model outputs, transforming structured data into clear, executive-ready insights within minutes. Everything runs inside your secure environment, with your controls, review process, and audit requirements in place.

The result: less manual writing, faster reporting cycles, more consistent commentary, and more time for risk experts to focus on analysis and decisions.

Best fit: banking, insurance, energy

Four Shifts
in Risk Reporting

Executive-ready

Automatically generates concise explanations of key risk drivers.

From days to hours

Reduces analysis cycles and speeds up reaction time.

Clear breakdown

Decomposes metric changes into transparent, managerial components.

Scalable across risk

Applicable to credit, liquidity, market and ESG risk.

How It Works: From Structured Inputs to Clear Interpretation

01 Data selection

Relevant risk model outputs are selected as the factual input for the commentary.

02 Prompt and context preparation

The data is enriched with context, instructions and reporting rules to guide the language model.

03 Language-model interpretation

Scoped data is evaluated against predefined scenarios to identify relevant explanations.

04 Structured commentary generation

The interpretation is organized into a clear, consistent commentary format for executive audiences.