AI-Powered Brand Safety
summary
Startup builds an AI brand-safety engine that links into Google Ads/YouTube, runs video-understanding models to block sensitive contexts and surface contextually relevant placements, and ingests millions of placement metrics in real time. The backend uses SingleStore for hybrid OLTP/OLAP so queries that took >20s now return in 2–3s, data‑science analytics run in 1–2s, and database cloud costs fall by roughly ~70% DB cost cut while protecting ad spend.
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