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Case Study

Insider Trading Alert Assistant

Multi-agent GenAI assistant that assembles signals across news, trader activity, and FX.

GenAIMulti-agentResponsible AI

3x faster

Alerts enriched

8 languages

Multilingual coverage

+40%

Insight depth

Problem

Investigations required manual stitching of news, trading patterns, and FX movements.

Approach

Built a multi-agent system with sensitivity scoring, trend plots, and RAG guardrails.

Outcome

Analysts received contextual summaries with traceable sources in minutes.

What I learned

Responsible AI needs explicit confidence gates and analyst override workflows.

What I'd do next

Introduce supervised feedback to tighten precision on emerging market events.

How I work