All Case Studies
Hedge Fund
Real-Time Market Intelligence for a $2B Quant Fund
Published November 15, 2024
80 → 400 companies
Coverage expansion
18 minutes average
Alert latency
85% reduction
False positive rate
The Challenge
The fund's analysts were manually monitoring 80 companies—missing critical signals and burning out. Competitive pressure demanded full sector coverage with sub-hour alert latency.
Our Solution
We built a continuous intelligence pipeline monitoring 400+ companies across earnings calls, SEC filings, news, and social media. Multi-agent routers classify signal priority and generate structured alerts with source chains.
"We now have full sector visibility. The ROI on this system paid back in the first two earnings seasons."
— Head of Quantitative Research, Confidential — Tier 1 Quant Fund
NLPRAGReal-time PipelineMulti-agent Systems
Client
Confidentially Managed
Industry
Hedge Fund