Risk and Impact
Dashboards

The Risk and Impact dashboard unifies global news, regional media, and online chatter into clear risk intelligence.

Using AI and language models, it distills global news and online chatter into structured, comparable signals, turning noise into a map of emerging risks.

Risk and Impact Dashboards

How does it work?

Risk Dahsboard with heterogenous input data

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Risk Dahsboard with heterogenous input data

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1 Define the frame

Define what matters: select the topics, keywords, regions, and audiences that shape your risk perspective.

2 Collect and store input data

The module aggregates data from news, social channels, and open feeds. Assisted by AI, it translates, deduplicates, and embeds all content for consistent analysis.

3 Assess and summarize risks

Assisted by AI, our module extracts entities, detects themes, and computes KPIs with transparent “why this score?” logic.

4 Interactive Insights

The module generates stakeholder-specific visualizations, alerts, and summaries. One click delivers briefs with citations and original sources.

User Stories

Will future elections destabilize our investments?

Controverse political elections and related events - such as protests, rallies, or even riots - can cause significant financial uncertainty. Markets often react sensitively to political unrest: investors hold back, currencies fluctuate, and companies hesitate to make important decisions.

User

A portfolio manager at an investment fund.

Solution

The manager uses an integrated, AI-powered platform to gain a unified view of risk. They set the dashboard topic to “election campaign + regulatory shifts + protests,” filtering by the specific country and sectors of interest. By enabling risk scoring for “political stability” and “regulatory impact,” the system collects, translates, and analyzes local and international sources in real-time.

Problem

The fund holds significant positions in telecom and banking stocks in a country heading into a heated election. The 24/7 news cycle—driven by political rallies, policy promises, and sudden protests—creates overwhelming information overload, making it impossible to separate credible signals from noise. Traditional, manual analysis is too slow and prone to bias, leading to reactive decisions, heightened client anxiety, and the risk of significant financial losses from market volatility.

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Risk and Impact
Dashboards