Case Studies
What actually happens
What actually happens
when we deploy.
Real deployments, real metrics. Every case study shows actual results measured from production systems.
Hedge Fund Nov 2024
Real-Time Market Intelligence for a $2B Quant Fund
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.
80 → 400 companies
Coverage expansion
18 minutes average
Alert latency
85% reduction
False positive rate
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Private Equity Oct 2024
Due Diligence Acceleration for a $800M PE Firm
The firm's deal team was spending 40% of diligence time on manual document review and data entry. In competitive processes, speed was costing them deals.
6 weeks → 5 days
Diligence time
10x increase
Deals screened per year
90% usable as-is
Memo first-draft quality
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Software Jan 2025
10x Developer Productivity for a 200-Person Engineering Team
Code review had become a bottleneck—PRs sat for days, technical debt accumulated, and senior engineers spent 30% of their time on review instead of architecture.
2 weeks → 3 days
Deployment cycle
40% → 82%
Test coverage
30% → 8%
Senior engineer time on review
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