Platform Capability

Natural Language Reporting

Stop generating unused reports. Ask questions and get instant answers. Query your risk data like talking to your Chief Risk Officer.

Powered by Skills, Patterns, and Context Engineering working together

The Report Proliferation Problem

❌ TRADITIONAL RISK REPORTING
📊
50+ Standard Reports
Generated daily/weekly/monthly
📉
60% Go Unused
Recipients don't read or act on them
🔒
Rigid Formats
Can't answer ad-hoc questions
⏱️
High Maintenance
Constant updates, fixes, explanations
📈
Report Accumulation
Every event = new report, never removed
✅ RISK AGENTS APPROACH
💬
Natural Language Queries
Ask questions in plain English
Instant Answers
Results in seconds, not hours
🎯
100% Relevant
Only generate what you actually need
🔄
Zero Maintenance
No reports to update or fix
📊
Flexible Analysis
What-if, drill-down, compare anything
70% Reduction

in report maintenance time and effort

How It Works

1

Ask Your Question

Type your query in natural language - no special syntax required

2

Intent Recognition

System parses query to understand what you're asking and which data/domains are needed

3

Pattern Matching

Matches your query to relevant patterns (what-if, exposure, compliance, trend, etc.)

4

Execute Skills

Invokes relevant skills to gather data, perform calculations, and generate insights

5

Structured Response

Returns formatted answer with data, visualizations, and actionable recommendations

Common Query Types

Exposure Query
~3.2s
Query:
"Show me top 10 credit exposures by counterparty"
Response:
Instant structured response with top 10 list, exposure amounts, risk ratings, and trend indicators
What-If Query
~8.7s
Query:
"What is my PV01 exposure at Global Market level and how would this change if XYZ Bank defaulted on their IR swaps?"
Response:
Current PV01 calculation + scenario impact analysis + recommendations
Compliance Query
~4.1s
Query:
"Are we compliant with Basel III leverage ratio requirements?"
Response:
Current ratio vs requirement, trend analysis, breach alerts if applicable
Trend Query
~5.8s
Query:
"How has our VaR changed over the last quarter and what are the main drivers?"
Response:
Trend visualization + driver analysis + contributing factors breakdown
📊
Exposure
Top exposures, concentrations
What-If
Scenario analysis, stress tests
Compliance
Regulatory checks, ratios
📈
Trend
Historical analysis, drivers
🔍
Drill-Down
Detailed breakdowns

Query Library & Shortcuts

Frequently used queries can be saved as shortcuts for even faster access:

💾 Saved Queries
  • • Daily credit exposure check
  • • Weekly VaR trend
  • • Monthly compliance summary
  • • Quarterly portfolio review
🔄 Shared Queries
  • • Team queries library
  • • Organization templates
  • • Regulatory standard queries
  • • Best practice queries

Transition Roadmap

Phase 1: Parallel Operation

Keep standard reports running while introducing natural language queries. Validate accuracy and build user confidence.

Phase 2: Report Reduction

Identify unused or rarely accessed reports. Replace with equivalent queries. Start measuring time savings.

Phase 3: Query-First Approach

Natural language queries become the primary interface. Reports generated only when specifically needed. 70%+ reduction in report maintenance.

Stop Generating. Start Asking.

Transform your risk reporting from static reports to dynamic intelligence.