?? Decision Intelligence

From Data to Decisions, Explained

One unified platform for What-If analysis, Business Intelligence, Risk Assessment, and Conflict Resolution â€” all powered by knowledge graphs.

The Complete Decision Intelligence Architecture

Click on any component to explore its capabilities. All modules work together to transform raw data into explainable, auditable decisions.

?? Simulation Engine

What-If Analysis & Counterfactuals

Replay any decision with modified parameters. Understand exactly what would have changed if conditions were different.

? Simulate jurisdiction changes (EU ? Morocco ? USA)
? Compare original vs simulated outcomes
? Calculate minimum changes for different results
? Generate natural language explanations

# Example: What if the jurisdiction was Morocco instead of EU?
scenario = WhatIfScenario(
    original_decision_id="dec-001",
    modifications={"jurisdiction": "MA"}
)
result = await engine.simulate(scenario)
# ? "With Morocco jurisdiction, PII retention would be 5 years instead of 3"

Original

Jurisdiction: EU (GDPR)

Retention: 3 years

Result: ❌ Blocked

Simulated

Jurisdiction: Morocco (CNDP)

Retention: 5 years

Result: ✅ Approved

?? Business Intelligence

Dashboards, KPIs & Reports

Complete reporting suite with scheduled execution, multi-format export, and real-time KPI tracking.

? Pre-built compliance & risk dashboards
? Export to PDF, Excel, CSV, HTML
? Scheduled report execution (daily/weekly/monthly)
? Multi-tenant KPI isolation

Compliance Overview Decision Analysis Risk Summary Audit Trail Performance Metrics

?? Decision Analytics Dashboard

2,847

Decisions Today

? 12%

99.2%

Compliance Rate

? 0.3%

23ms

Avg Latency

? 5ms

High Risk Items

? Review

?? Risk Engine

Automated Risk Assessment

Regulation-specific risk scoring with trend analysis and automatic alerts on threshold breaches.

? GDPR, CCPA, HIPAA, SOC2 scanners
? Composite risk scoring (0-100)
? Risk trending over time
? Automatic Slack/Email/Webhook alerts

Minimal Low Medium High Critical

35 Low Risk

?? Legal Arbitration

Multi-Jurisdiction Conflict Resolution

Automatically detect and resolve regulatory conflicts across 60+ jurisdictions with full audit trail.

? 9 conflict types (retention, consent, transfer...)
? Resolution strategies: Strictest, Most Specific, Union
? Configurable tenant preferences
? Complete resolution audit trail

???? GDPR

???? CNDP

Data Retention Conflict

Strategy: STRICTEST

Result: 3 years (GDPR wins)

? Real-Time

Sub-5 Second Analytics

PostgreSQL + TimescaleDB powered real-time analytics with WebSocket push and continuous aggregates.

? 1min, 5min, 1h, 24h aggregation windows
? PostgreSQL NOTIFY/LISTEN for live updates
? Statistical anomaly detection
? Multi-tenant metric isolation

4.2 ms

See Decision Intelligence in Action

Schedule a demo to explore What-If analysis, real-time dashboards, and automated risk assessment on your own data.

Request Demo ?