The principles and design decisions that shape Risk Agents
Risk Agents is built on three core innovations that work together
100+ modular capabilities across 9 risk domains. Each skill does one thing exceptionally well. Skills combine to solve complex problems.
Explore Skills →Composable workflows that combine skills into solutions. Patterns track success metrics and evolve based on what works.
Explore Patterns →Query-based reporting replaces 50+ static reports. Ask questions in plain English, get instant structured answers.
Explore Reporting →Traditional risk systems are monolithic—rigid, hard to change, and require months of implementation. Risk Agents is modular and composable by design:
How Risk Agents manages the massive context required for intelligent risk analysis
Risk management requires understanding:
Traditional systems store this in disconnected databases, documents, and people's heads.
We use the 3 C's methodology:
Every piece of information is captured once, curated continuously, and consulted instantly.
Risk Agents doesn't just run calculations—it understands your organization. When you ask “What's my largest single-name exposure?”, it knows your organizational structure, your netting agreements, your collateral positions, your regulatory definitions, and your internal policies. That's what makes it intelligent, not just automated.
Every action traces to organizational goals and principles
Getting Things Done (GTD) is David Allen's productivity methodology based on the principle that you can only make good decisions when you have clarity at all levels:
Risk Agents applies GTD principles to corporate risk management:
When you ask Risk Agents to “Assess counterparty risk for XYZ Bank”, it doesn't just run a calculation. It understands:
The architectural decisions that shape Risk Agents
We chose to build 100+ small, focused skills rather than a few large, complex modules.
We built Risk Agents on Anthropic's Claude rather than OpenAI or other LLMs.
We designed patterns to track success metrics and evolve, not stay static.
We prioritized natural language queries over traditional UI forms and dashboards.
Being clear about what we're NOT building
Risk Agents is not a trade booking system, general ledger, or data warehouse. We integrate with your existing systems—we don't replace them. Your source of truth stays where it is.
Risk Agents provides analysis, insights, and recommendations—but humans make the final decisions. We augment expertise, we don't replace judgment. Every analysis clearly shows its assumptions and limitations.
LLMs can make mistakes. We design for transparency and verification, not blind automation. Every significant calculation shows its workings. Every pattern tracks its success rate.
Every bank's risk function is different. Risk Agents provides skills and patterns you can customize, not rigid workflows you must follow. Your organizational structure, policies, and preferences shape how it works.
The long-term vision for Risk Agents
We envision a future where risk management systems get better over time, where patterns evolve based on outcomes, where knowledge compounds rather than deteriorates, and where every organization benefits from collective learning while maintaining their unique context.
Explore the platform or register for early access