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FinanceLedgerline Capital
AI Trading Dashboard
Realtime market intelligence with agentic research briefs for a boutique asset manager.
ROI
9x
Before
6h daily manual research
After
18min review-only workflow
Challenge
Analysts spent 6 hours a day assembling morning briefs from 40+ data sources.
Solution
Streaming data infrastructure, a research agent that drafts briefs overnight, and an explainable signal dashboard with audit trails.
Results
- Brief prep cut from 6h to 18min
- Sub-200ms chart interactions
- Full regulatory audit log
- $1.4M annual analyst hours saved
Technology
ReactTypeScriptPythonPostgreSQLAWSOpenAI
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