Fully automated — no human gates. Chaos in, structure out.
This is the real pipeline behind raceteam.wiki. Hundreds of scattered, inconsistent sources get scraped, normalized, deduplicated, enriched, validated, and deployed as more than a million static pages — all without a human in the loop. Press play and watch the data move.
Every stage runs on a schedule. The pipeline is fully autonomous: no approval gate, no operator standing by. The goal is a single clean record per team, every time, worldwide.
🔒 Flow and public script names are real. We don't list our sources or reveal our dedup heuristics — that's the moat.