Five specialised research agents analyse head-to-head records, venue behaviour, recent player form, and live team news against 6,000+ ball-by-ball matches — then surface a structured matchup breakdown with a confidence indicator.
A LangGraph orchestration pipeline runs four specialised research modules in parallel — head-to-head records, venue profile, player form, and live news — then a synthesis layer surfaces the structured matchup analysis with reasoning you can read.
Runs SQL against 6,000+ match records. Extracts historical win rates, toss impact, and dominance patterns.
Calculates batting-first / chasing advantage, par scores, and chase frequency for the specific ground.
5-match rolling averages, player-vs-team matchups, and momentum signals for each squad.
Live web search for injuries, squad changes, pitch and weather reports, and expert previews.
Weighs all four research modules, surfaces conflicts, and outputs a structured matchup breakdown.