AI Analysis Flow

5-stage pipeline from data to intelligence reports

AI Analysis Pipeline

Data Gathering

Entity profiles, relationships, events

Person records
Event history
Network links
Location data
Stage 1

Prompt Construction

Context assembly + instructions

System role definition
Entity context block
Analysis instructions
Output format spec
Stage 2

LLM Processing

Cloud API or local Ollama model

Token processing
Pattern recognition
Inference generation
Response streaming
Stage 3

JSON Parsing

Structured output extraction

Schema validation
Field extraction
Error handling
Type casting
Stage 4

Report Generation

Intelligence products

Executive summary
Detailed analysis
Threat indicators
Recommendations
Stage 5
Active
Complete
Pending
Step 1 of 5
Step 1

Data Gathering

The AI engine first collects all relevant data: person records, event history, network relationships, location data, communication logs, and financial indicators. Context is assembled from multiple database sources.

Progress20%
Data Gathering
Prompt Construction
LLM Processing
Response Parsing
Report Generation