Insights on alternative data
& primary research.
Research notes, methodology deep-dives, and market intelligence from the field. Published by the AuraQu team.
Recent Articles
Alternative Data in Private Markets: Why Headcount Tracking is No Longer Enough
Startup databases and digital exhaust are commoditized. Discover how hedge funds use Voice AI channel checks for field-level alternative data.
Read article→Expert Network Disruption 2026: Why Voice AI is Replacing Traditional Expert Calls
Traditional expert networks charge hedge funds $1,200 per call for qualitative opinions. Voice AI automates primary research to produce structured data.
alternative-dataTracking Auto Inventory in Real-Time: The Alternative Data Playbook
How hedge funds use Voice AI to track auto inventory, pricing, and lead times in real-time, bypassing web scraping for accurate alternative data.
alternative-dataThe Evolution of Channel Checks: From Manual Calls to Voice AI
Traditional channel checks are slow, unscalable, and biased. Voice AI transforms them into structured, auditable datasets for primary investment research.
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