AI-assisted production data
From event website to vMix graphics.
Replace repetitive copy-and-paste work with a controlled pipeline that collects event data, cleans it, validates it, and synchronizes production-ready Google Sheets.
The workflow
Keep graphics data moving while the event changes.
Tournament websites and registration platforms rarely format data the way a live production needs it. We build event-specific automation that turns those sources into dependable sheets for vMix titles and graphics.
- Collect schedules, teams, divisions, venues, and results
- Normalize team names, abbreviations, dates, and field assignments
- Retrieve and organize team logos at stable HTTPS URLs
- Synchronize player rosters, coaches, and lineup data when available
- Validate duplicates, missing values, and source changes before production
- Write only to approved Google Sheet ranges without disturbing manual fields
Built for operators
Production-ready, not merely scraped.
A raw scrape is not useful if names are inconsistent, logos disappear, or an update overwrites a producer's manual notes. The system is configured around the actual graphics sheet, review rules, and event workflow.
Best fit
Repeat events with changing data.
This is strongest for tournaments, leagues, multi-field events, and recurring productions where schedules and lineups change faster than a graphics operator can retype them.
Each event platform is different, so the integration is configured and tested against the real source and the real vMix workflow. Once established, it becomes a repeatable production tool instead of another manual pre-event chore.
Discuss your graphics workflow