Question 1

What is VICTOR?

Accepted Answer

VICTOR (Vectorized Intelligence for Conflict Tracking & Operational Reporting) is an intelligence platform for monitoring geopolitical risk, conflict dynamics, sentiment, forecasting, scenarios, and alerts in one operational workspace.

Question 2

Who is VICTOR designed for?

Accepted Answer

VICTOR is built for analyst teams, risk desks, humanitarian operations, and strategic planning functions that need cross-source monitoring, fast briefing workflows, explainable AI-assisted analysis, and scenario and alert operations.

Question 3

What are the core modules?

Accepted Answer

Main modules include Mission Control (executive status), WorldLine (event mapping and conflict stream analysis), GeoPulse (sentiment and stability indicators), ChronoRisk (probabilistic risk forecasting), AI Command Center (natural-language intelligence queries), Scenario Library and Simulator (what-if analysis), Alert Center (threshold-based notifications), and News Intelligence (multi-source news ingestion).

Question 4

Does VICTOR only cover one region?

Accepted Answer

No. VICTOR is global. Coverage depth depends on the source and signal type — events, news, sentiment, humanitarian, and economic data. Country-code normalisation is applied across all pipelines to maximise consistency.

Question 5

How do access roles work?

Accepted Answer

VICTOR has three main roles: Viewer (read-only intelligence access), Analyst (analysis workflows, scenarios, alerts), and Admin (system prompts, provider policy, ETL controls, data freshness, and operational settings).

Question 6

Which data sources are integrated?

Accepted Answer

VICTOR integrates ACLED and GDELT conflict and event data, NewsAPI, WorldNewsAPI, NewsData.io and RSS feeds for live news, World Bank, IMF, and OECD economic indicators, HDX and UNHCR humanitarian data, CIA Factbook, OWID, and Wikipedia context, plus internal forecasting and scenario stores.

Question 7

How is stale data handled in the UI?

Accepted Answer

VICTOR displays stale guards and banners when recent-window data is insufficient. Modules can fall back to broader time windows while marking the response as stale so analysts can interpret confidence correctly.

Question 8

How does the AI Command Center answer questions?

Accepted Answer

The AI Command Center classifies intent, gathers relevant context and tools, synthesises an analyst response, and returns structured output with sources where available.

Question 9

Can I control AI providers and system prompts?

Accepted Answer

Yes. Admin controls support provider order and model mapping per feature, prompt versioning by category, timeout and token and temperature policies, and fallback policy and logging.

Question 10

How should I write effective prompts to the AI Command Center?

Accepted Answer

Best practice: define the region or entity and time window, ask for drivers, confidence, and implications, and request source-backed statements. Example: Assess escalation risk in [country] over the last 30 days, list key drivers, and provide confidence rationale.

Question 11

How are geopolitical scenarios generated?

Accepted Answer

Scenarios are generated from a combination of current intelligence context, forecast signals, and LLM-assisted analysis and template generation. Branching supports alternative assumptions from a common parent scenario.

Question 12

What does Create Branch do in the scenario workspace?

Accepted Answer

Create Branch clones an anchored scenario state into a new branch so you can modify assumptions, results, or narrative without overwriting the parent.

Question 13

How does the Alert Center work?

Accepted Answer

Alert Center evaluates configured rules — thresholds, deltas, severity filters — on a schedule and emits notifications when conditions are met.

Question 14

Where do I manage LLM provider routing and prompts?

Accepted Answer

Use Admin > LLM Control for provider routing and policy, and Admin > Prompt Management for prompt templates and versioning.

Question 15

How do I monitor data freshness across sources?

Accepted Answer

Use the Admin freshness views to monitor source health, stale thresholds, and recent ETL outcomes. Prioritise sources showing stale status or zero-valid-record runs.

Conflict Event Tracker