AI Risk Assessments
AI Risk Assessments analyse beneficiary data to automatically identify individuals who may be at elevated risk across multiple vulnerability dimensions. This helps programme managers prioritise caseworker attention and target additional support before situations escalate.
Risk dimensions
Section titled “Risk dimensions”Each risk assessment scores a beneficiary across up to five dimensions:
| Dimension | What it evaluates |
|---|---|
| General vulnerability | Overall risk level based on household and case data |
| Food security | Risk of food insecurity based on household composition, income, and case history |
| Health | Health-related risk factors including medical notes, visit history, and programme data |
| Protection | Risks related to safety, domestic situations, or safeguarding concerns |
| Vulnerability | Combined socioeconomic vulnerability score |
Run a risk assessment
Section titled “Run a risk assessment”- Click AI → Risk Assessments in the sidebar.
- Click New assessment.
- Select the beneficiary to assess.
- Select which risk dimensions to include (or run all).
- Click Run assessment.
The assessment runs in seconds. Compass analyses the beneficiary’s profile, case history, visits, household data, and any linked programme information to generate the scores.
Reading the results
Section titled “Reading the results”The result screen shows:
- Risk level per dimension — Low, Medium, High, or Critical
- Risk factors — specific data points that contributed to the score (e.g. “No visits in 45 days”, “Household size above threshold”, “Open case flagged for review”)
- Recommendations — suggested actions for each elevated risk area
Review and action
Section titled “Review and action”After reviewing an assessment:
- Click Mark as reviewed to acknowledge it has been read.
- If action is needed, add a note describing what steps are being taken.
- Click Save.
Reviewed assessments are logged with a timestamp and your name.
Assessment history
Section titled “Assessment history”All assessments for a beneficiary are stored and accessible from the Risk Assessments list. You can compare scores over time to see whether risk levels are improving or worsening.
Click View beneficiary on any assessment to jump directly to their profile.