Tell MARVIS what risk decision you need.
It turns local data into governed analysis, models, strategies, and audit-ready deliverables.
One workbench for local risk analysis and development—from data to strategy and reports.
--- ## From a request to a reviewable result MARVIS is a local-first, governed credit-risk Agent platform—not a chatbot wrapped around a collection of scripts. Describe the business outcome in natural language. MARVIS asks for missing files and definitions, builds a reviewable plan, pauses at responsibility gates, runs deterministic tools, and returns real datasets, evidence, models, strategy code, and reports. ```mermaid flowchart LR A["Describe the risk goal"] --> B["Agent clarifies inputs and definitions"] B --> C["Validated workflow plan"] C --> D{"Human confirmation| Work in business language Start with the decision you need, not a hand-built chain of scripts and notebooks. |
Trust the numbers KS, AUC, PSI, bad rate, approval rate, profit, and impact are calculated by deterministic platform code—not guessed by an LLM. |
Keep data close Files, task state, evidence, and outputs stay in a controlled local workspace by default. |
Retain human responsibility High-impact actions pause for confirmation, and key governed results carry lineage and audit evidence. |