About
What CourtVision Analytics is
CourtVision is an AI-native sports intelligence platform: computer-vision tracking, official box-score APIs, and a library of trained signals feed a possession-level Monte Carlo simulator, producing calibrated forecasts across NBA, MLB, soccer, and tennis. This site is the honest read-out of that pipeline — every number on it carries the artifact that produced it. The product is a calibrated predictor, not a betting-edge service; an honest null result is a success here, not a failure. Full discipline and proof harness: What verified means →
The three Scout tiers
“Scout” is CourtVision’s AI presence, shown as a ladder from precomputed to fully live. Each tier is labeled for exactly what it can and cannot do.
on every module and entity page
A precomputed, receipt-cited note read from a committed insight file. No runtime compute -- if there is no verified read, it says so ("Scout has no verified read on this yet") instead of guessing.
the /analytics/ask page + a box on Home
A client-side router: your question is keyword/entity-matched against a precomputed answer corpus. No LLM, no network call. Honest NO_DATA fallback when nothing matches.
MCP, prominent on /analytics/ask
The full AI tier runs inside YOUR Claude session via the open courtvision MCP server (9 tools: ask, scouting_report, comparables, matchup_preview, win_probability, injury_report, analytics_receipts, run_burst, system_health). We don't host an LLM -- your questions never touch our servers.
Quickstart for tier 3 (clone, pip install pandas numpy, run the server — stdlib-only at boot): docs/MCP_QUICKSTART.md in this repo, or go straight to Ask Scout →
The mark
A silver ring with an amber aperture arrow. The arrow alone is the Scout glyph -- the favicon and the loading mark. The full lockup pairs it with CourtVision in Fraunces and an ANALYTICS overline in Libre Franklin. Amber is reserved for this mark and the Scout glyph only -- it never doubles as a data color on a chart.
Built by
Neel Shah — solo human architect/director of an agentic build pipeline (Claude agents write, test, and ship or reject every signal on this site). Contact: neeljshah22@gmail.com.