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2025
GPT-ImageElevenLabsAI VideoCreative Ops

AI Creative Factory

"An AI production line for marketing assets: a hosted GPT-image dashboard generating creatives at ~200 images/sec, the 'Takumi' generator producing route/price/destination-specific images, AI video campaigns on Meta, and dynamic WhatsApp audio messages via ElevenLabs."

Executive Summary

Creative production is the slowest part of campaign ops, so I industrialized it. A hosted dashboard on GPT-image-1 generates marketing creatives at ~200 images/sec; the Takumi generator renders images personalized to route, price, and destination; AI video campaigns ran on Meta; and an n8n workflow generates and dispatches personalized WhatsApp audio messages using ElevenLabs voices.

Key Outcomes

  • ~200 images/sec creative generation — campaign creatives on demand.
  • Route/price/destination-personalized images via the Takumi generator.
  • AI video campaigns shipped on Meta ads.
  • Dynamic WhatsApp audio messages — a channel format almost nobody else runs.

Next Case Study

Google Ads at API Scale

Ran Google Ads like a codebase — an API-built campaign with 2,000 ad groups, an automated bid changer that scales bids on weekends and cools them on weekdays, an interactive bus-booking game ad driving ~25K installs at a ~₹50 CPI, and 10 structured bid experiments.