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HELIOSService Catalog
S114Predictive Analytics

"Unknown-Unknowns" Discovery Engine (RAG-Driven)

Query RS for adjacent risks and overlooked constraints; generate discovery questions and monitoring.

Service Scan Rail

Use When

Daily OperationsTraining

Primary Outputs

  • Discovery list + question bank + evidence references

Time to Run

15-30minutes

Quick turnaround service

Inputs Required

Minimum2 fields
Ideal2 fields

Input types: foresight, scenario

Dream Team

  • P4Domain Lead
  • P3Subject Expert
  • P2Research Analyst

Risk Level

Low

Routine execution

Compliance Gates

ARCS Module
ARCF Validation
Data Provenance
Ethics Review
Overall StatusCompliant

Expected Output

Discovery list + question bank + evidence references.

Required Inputs

RSReference Sources

RAG-enabled document sources for evidence retrieval

SPStrategic Priority

The primary strategic objective or question to address

Quick Selector

Use this template to quickly invoke the service:

SERVICE: S114
SERVICE_NAME: “Unknown-Unknowns” Discovery Prompt (RAG-Driven)
REQUIRED_INPUTS: RS, SP
RUN WITH:
SP: {{SP}}
RS: {{RS}}
DL: {{DL}}  (optional)
OP: {{OP}}  (optional)
RUN

Domain Information

Predictive Analytics

Scenario modeling, trend forecasting, risk simulation, and strategic foresight for decision-makers.

View all services in this domain

Quick Actions

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