Risk Monitoring & Reporting Agent
Effort Split: Human: 55% | AI: 45%
You can deploy this AI Worker with
no risk and no upfront investment.
We contractually guarantee ROI.
U.S. National Average Pay Range: $62,000 – $ 99,000 per year
Risk Monitoring & Reporting Agents continuously oversee risk exposures across portfolios, prepare risk reports, identify and escalate anomalies, and coordinate with risk, trading, and compliance teams to ensure proper governance.
| Task Name | AI Capability | Human Oversight | Notes |
|---|---|---|---|
| Risk Data Aggregation & Normalization | ✅ High | 🚫 Low | AI can pull in daily market/pricing/trading data across systems and standardize formatting. |
| Automated Risk Metric Computation | ✅ High | 🚫 Low | AI can calculate VaR, stress metrics, exposure limits, and P&L attribution in real time. |
| Scheduled Reporting & Distribution | ✅ High | 🚫 Low | AI can generate templated reports, embed visualizations, and automatically circulate to stakeholders. |
| Real-Time Risk Alerts & Monitoring | ✅ High | 🚫 Low | AI excels at detecting breaches (limits, concentration, VAR spikes) and triggering immediate alerts. |
| Anomaly Detection & Issue Flagging | ⚠️ Medium | ⚠️ Medium | AI identifies unusual patterns; humans assess root causes and determine materiality. |
| Ad-hoc Risk Reporting & Deep Dives | ⚠️ Medium | ⚠️ Medium | AI can draft custom queries and reports; human analysts refine insights and contextualize findings. |
| Regulatory Compliance Checks | ⚠️ Medium | ⚠️ Medium | AI can cross-check risk data against regulatory thresholds; humans interpret nuanced compliance needs. |
| Stakeholder Coordination & Follow-up | 🚫 Low | ✅ High | Humans must manage discussions with traders, risk officers, and compliance teams, and oversee action plans. |
| Risk Framework Calibration & Governance | 🚫 Low | ✅ High | Leadership input is essential for adjusting risk frameworks, setting policy, and governing model changes. |
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