Live in production · Edition 01 · May 2026 · An AI broadcasting platform
qrackpot.com · A Turings Design product
Vol. 01 — Iss. 01 Free, but loud May 17, 2026

AIpowered broadcasting platform for every sport, every player, every audience— on this planet.

One real-time pipeline. Six outputs in parallel. Tracking, vision, commentary, analysis, predictions, social games — all from the same feed, in every language the audience speaks.

Powers → Game tracking Vision details Commentary Tactical analysis Live predictions Social games Auto-highlights
Made for every match on earth
01
The fightWhat's broken about sports broadcasting today.

Four numbers. All wrong.

Four old constraints. AI carries the slack so people can do what only people can.

95%passive
Of broadcast time even an engaged fan spends as a receiver. It rewards staying on the couch. Kids stop imagining themselves on the field.
Audience behaviour · the real loss
50×outputs
Feeds, languages, graphics, overlays, replay tags, social cuts — produced when the repetitive pipelines run themselves. Optimised, not replaced.
Production economics · 2026
3at once
What a human analyst holds in working memory. AI holds the slack: twelve years of matchups, every formation, every pattern, every language. Alongside, not instead.
Cognitive load · per call
silent
Matches happening right now with zero commentary, zero analytics, zero coaching feedback. Attention doesn't scale.
The long tail · everywhere
AI extends every one of these. Passive viewers become participants. Silent matches find a voice. People keep doing what only people can.
02
The betWhat the platform actually produces.

Six things we build out of one frame.

Six outputs. One live feed. In parallel — for fans, coaches, scouts, leagues, and the kid on the sideline.

Tracking01
84/3 · 7.2 OV + 11 OBJ
Game tracking
Every player, every ball, every action. Motion vectors and confidence scores, every frame.
11 ENTITIES · 2 FPS · 0.94 CONFIDENCE
Vision02
PLAYER · 0.97 BALL · CARRIED SCENE · LIVE ACTION · CROSS VAR · NONE REPLAY · NO
Vision details
Live action separated from graphics, replays, ads, referee signals, review overlays. Every sport.
LIVE · REPLAY · AD · OFFICIAL · REVIEW · CROWD
Commentary03
T1 "Pick and roll — Curry steps back."
T2 "Three from deep — fourth of the quarter."
T3 "Timeout coming — Boston's bench is up."
Live commentary
Action, tactic, narrative — three tiers. 50+ languages. Voice cloning available.
T1 · T2 · T3 · 50+ LANGUAGES · CLONE
Analysis04
Striker matchupvs LCB
xG0.41
Conv %73%
Avg dist18m
Press int+14%
Goal prob · next attack41%
Tactical analysis
Matchup history, formation drift, performance, talent signals — surfaced live. For coaches, scouts, strategy.
MATCHUP · FORMATION · PERF · TALENT
Predictions05
Ace · next serve28%
Rally · 10+ shots41%
Break point · this game12%
Live predictions
Probabilities and forecasts surfaced before the play. Powers prediction games and engagement.
28% · 41% · 12% · UPDATES EVERY POINT
Participation06
01Priya M.847
02Raj K.692
03You514
Raj:"100% he goes top corner here, watch."
Social games
Predict. Score. Debate. Live rooms around every match — viewers become participants. Kids start to play.
PREDICT · SCORE · ROOM · INSPIRE
Information about the match used to take a week. Now it takes four seconds.
The thesis
in one line
03
The pipelineLive. One engine, six outputs.

One feed in. Six minds out.

Every play, every match, every sport — read once, fanned out to six outputs in four seconds. Not a mockup. This is the platform on a live feed.

CRICKET · IPL 2026 · MUMBAI v CHENNAI
FRAME · 06:42.18
BATSMAN · 0.94 BALL · 142 KM/H BOWLER CARRIER · 0.97 BALL DEFENDER SHOOTER · 0.92 BALL DEFENDER STRIKER · 0.96 BALL RECEIVER
VISION · 1.6s
REASONING · 0.7s
FAN-OUT · 0.5s
84/3 · 7.2 ov
2 FPS 11 entities tracked ↑ 3.4s end-to-end
Live broadcast feed — the same engine watches every sport. Swap rules, swap voice; the rest doesn't change. 2 FPS · ALL OUTPUTS < 4S
Output 01 · Fan commentaryVOICE
Sharp on off stump — defended into the covers.
For: broadcasters · streaming · fan app
Output 02 · Live prediction+APP
73%— boundary on next ball
For: fan apps · prediction games · engagement
Output 03 · Coach insightTAC
Bowler held line · 87% accuracy on off stump · pace drop 4 km/h over 5 balls.
For: coaches · academies · federations
Output 04 · Scout signalTLNT
Batter shot selection 4/5 in scoring zone · technique +2σ vs cohort.
For: scouts · leagues · agencies
Output 05 · Strategy patternPTRN
Field shifted 2m right of setup · −12% boundary risk in this zone.
For: analysts · GM · strategy team
Output 06 · Auto-highlightCLIP
Crowd reaction +280% over baseline · clip auto-flagged, 8s window.
For: social · replay · broadcast
01 · Vision
See the frame.
2 fps observation loop. Players, ball, scoreboard, action — detected. Live action separated from graphics, replays, ads.
02 · Reasoning
Read the game.
Rules engine, matchup memory, tactical models. Structured insight surfaced live, alongside the team.
↗↘
03 · Fan-out
Six minds, one feed.
Same insight, six parallel outputs — fan, app, coach, scout, analyst, editor. Each shaped to its audience.
< 4seconds
Frame to all six outputs
91.1%
Live extraction accuracy
6
Parallel outputs per frame
50+ languages
Voice + text · simultaneous
04
The long tailWhat "every" actually means.

Every sport. Every language. Every level.

Premier League helicopter shot or a phone against a school fence — the pipeline doesn't care. Swap rules for a new sport. Swap voice for a new language. The rest stays.

Sports
CricketFootballBasketballKabaddiPadelEsportsRugbyTennisHockeyBaseballBadmintonVolleyballPickleballSquashLacrosseHurlingSepak TakrawSnookerCricketFootballBasketballKabaddiPadelEsportsRugbyTennisHockeyBaseballBadmintonVolleyball
Languages
EnglishHindiTamilMarathiBengaliTeluguSpanishPortuguêsالعربيةBahasaFrançaisDeutsch日本語한국어中文KiswahiliYorùbáHausaTürkçeEnglishHindiTamilMarathiBengaliTeluguSpanishPortuguêsالعربيةBahasaFrançais
Use cases
CommentaryPredictionsCoaching readsScouting signalsTraining analyticsStrategy patternsAuto-highlightsReaction trackingOfficiating supportPerformance reviewTalent recognitionFan engagementMatch recapLive captionsMultilingual voiceCommentaryPredictionsCoaching readsScouting signalsTraining analyticsStrategy patternsAuto-highlightsReaction trackingOfficiating supportPerformance reviewTalent recognitionFan engagement
05
Three doorsWays to plug into the platform.

Pick the door that fits.

One pipeline, six outputs — three paths to bring them into your product, league, or region. Each door starts with an email. Weeks to integration, not quarters.

01
For platforms · API tier
Streaming & sports apps
Any of the six outputs in your product, one API call. Commentary, predictions, highlights — pay per minute. No floor, no ceiling.
Powers
  • Real-time commentary, 50+ languages
  • Prediction game APIs for fan engagement
  • Auto-highlight + reaction clip generation
  • White-label optional — your brand, our pipeline
Request access
03
For regions · White-label
Regional & long-tail networks
Bring the long tail online. Every match in your region — including the silent ones. Revenue share. You bring the audience; we bring the pipeline.
Powers
  • Branded fan app · iOS, Android, web
  • Schoolyard to stadium, same pipeline
  • Local language first — Tamil, Marathi, Bahasa
  • Coaching + scouting layers for academies
Discuss a pilot

Stop watching sports. Start reading them.

A match starts somewhere in the next four hours. Right now nobody's calling it, coaching from it, or learning from it. Let's change that.