Natural Language Reporting

Replace 50+ Reports with Ad-Hoc Queries

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

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.