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@vaicli/vai-workflow-financial-risk-scanner

v1.0.0

Published

9 days ago

Scan financial document collections for risk indicators related to a company or topic, with domain-specific retrieval and risk assessment.

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vai-workflow domain-specific finance risk analysis voyage-finance-2

vai-workflow-financial-risk-scanner

Financial analysts reviewing a company or sector need to quickly surface risk indicators from large document repositories. Generic search finds documents mentioning the topic, but financial risk analysis requires understanding financial terminology, regulatory implications, and sentiment.

Install

vai workflow install vai-workflow-financial-risk-scanner

How It Works

Search — Query with voyage-finance-2 for finance-domain retrieval
Rerank — Rerank with enriched risk-focused query
Filter — Keep only high-relevance results
Report — Generate structured risk assessment

Execution Plan

Layer 1:  risk_search
Layer 2:  rerank_risk → filter_high_relevance
Layer 3:  risk_report

Example Usage

vai workflow run vai-workflow-financial-risk-scanner \
  --input topic="Tesla supply chain" \
  --input collection="financial_filings" \
  --input risk_categories="regulatory, supply chain, market volatility"

What This Teaches

voyage-finance-2 captures financial semantics better than general models
The enriched rerank query combines topic with risk categories for targeted scoring
filter after reranking creates a quality gate for LLM analysis
The domain-specific generate prompt structures output around financial risk categories

License

MIT © 2026 Michael Lynn