| Step | Action | Tool/Example | |------|--------|--------------| | 1 | Live ball-by-ball data feed | Cricinfo, Cricbuzz API, Sportradar | | 2 | Event scoring using formula (Section 2) | Python/SQL script | | 3 | Video clipping from broadcast stream | Adobe Premiere (auto markers), or AWS Elemental | | 4 | Voiceover / text overlay generation | ChatGPT + TTS (for “Today’s Top 5”) | | 5 | Multi-platform distribution | YouTube Shorts, Twitter/X, Instagram Reels |
| Challenge | Mitigation | |-----------|-------------| | Rights restrictions | Use data-driven reels (scorecards, heatmaps, commentary snippets without video) | | Multiple matches simultaneously | Prioritize by match importance (IPL > bilateral T20 > Test) | | Subjectivity of “moment” | Use fan voting + historical engagement metrics (sixes get 3x replays of wickets in T20) | | Delay between live event and clip | Automate clipping with ball-event triggers (delay < 90 seconds) | highlights cricket today
The Afghan superstar was the "destroyer-in-chief," claiming 4 wickets for 34 runs as Rajasthan ’s middle order collapsed. bilateral T20 >