An AI prediction engine that publishes itself.

The Challenge

The platform sells football predictions across multiple subscription tiers. Producing them manually meant hours of daily research, inconsistent publish times, and a ceiling on how many markets could be covered — with AI costs that could spiral if left unmetered.

What We Built

• —Built a Claude-powered prediction engine that researches fixtures, weighs form and market data, and writes tier-specific picks in the brand's voice.
• —Orchestrated the whole run on a scheduled n8n pipeline: generate, validate, store in Supabase, and publish to each subscription tier automatically.
• —Hard cost caps and validation gates on every AI run, so a bad day costs pennies — not the margin.