{"resourceId":"shottracker-wichita-state-wbb-full-stack-go-2026-10-12","versions":[{"version":"external-cb9b863934006d4e5920d9a5299a5f5f4e6ebd7960b839c3e2b5e78c7cda818f","resource":{"id":"shottracker-wichita-state-wbb-full-stack-go-2026-10-12","title":"Wichita State women's basketball adopts ShotTracker's full stack, including Scout natural-language queries and a player-facing ShotTracker Go dashboard (vendor release)","organization":"Wichita State University Women's Basketball / ShotTracker","sector":"NCAA Division I basketball performance analytics and player development","geography":"United States (Wichita, Kansas)","publishedAt":"October 12, 2026","publicationDate":"2026-10-12","eventDate":null,"sourceName":"ShotTracker","sourceLabel":"Vendor press release","sourceUrl":"https://shottracker.com/press-wichita-state-womens-basketball-shottracker-partnership/","evidenceClass":"vendor-claim","outcomeClass":"emerging","topics":["data-security","infrastructure","operating-model","knowledge-work"],"finding":"ShotTracker announced on Oct 12, 2026 that Wichita State women's basketball will implement its full stack: Helix (ball and player-worn sensors plus an AI camera system in the practice facility, 70+ metrics), Pulse (live broadcast ingest with analytics and synced video to the bench), Scout (natural-language or voice queries over data and film), GameSync (automated postgame film versions and possession data, plus preloaded film of the next two to five opponents), an AI video editor, and ShotTracker Go, a mobile app where coaches assign workouts and players see a personal stats dashboard and compete with teammates. Head coach Terry Nooner says the data lets staff be more intentional in player development. No cost, term, outcomes or data-handling terms are disclosed.","sledRelevance":"Why now: published Oct 12, 2026 and not archived. It is the third ShotTracker college adoption release in six days (after archived Wake Forest women's basketball, Oct 7, and Radford men's basketball, Oct 9), and the first in this run to stress the athlete-facing mobile dashboard and teammate competition. Interpretation: athlete tracking data is moving from staff-only analysis onto athletes' phones, which widens the consent, access and wellbeing questions departments must settle.","evidence":"Vendor press release with one coach quote; describes planned implementation only. No measured results, baseline, sample, accuracy figures or independent evaluation. The vendor claims use by more than 100 organizations across 20 NCAA conferences (unverified).","architectureImplications":"Ball and wearable sensors and fixed AI cameras feed a vendor platform; live broadcast ingest to bench devices; natural-language query layer over data and video; automated film pipeline including opponent film; mobile app distributing individual metrics to athletes.","governanceImplications":"The release is silent on data ownership, retention, athlete consent, opt-out and alignment with NCAA performance-technology recommendations. Player-facing leaderboards add a question about whether comparative metrics shown to teammates require separate notice.","securityPrivacyImplications":"Player movement and workload data, plus individual dashboards on personal phones, expand the attack surface and the number of people who can see an athlete's metrics. Role-based access, device controls and vendor reuse/deletion terms need contract review.","caveats":"Vendor-authored announcement; not evaluated. Women's college basketball program at one institution; no professional-sport evidence used. Cost, contract length and outcomes undisclosed.","streamIds":["college-athletics"],"roles":{"sales":"Sales framing: ShotTracker is signing college programs week after week, and Wichita State takes the full stack, including an athlete-facing app. The evidence is a vendor announcement with no results, so the credible offer is governance readiness, not performance ROI: athlete notice and consent, who sees comparative metrics, and contract data terms before the season starts. Do not claim wins, player improvement or time savings; none are reported. A bounded engagement is a data-use and access review for one program.","engineering":"Engineering framing: this is a multi-module pipeline of sensors, AI cameras, broadcast ingest, opponent film, a natural-language query layer and a mobile app, all feeding a vendor cloud. Engineers should map data flows across modules, confirm role-based access separates staff, athlete and teammate views in ShotTracker Go, and test export and deletion. Proof means checking Scout answers against hand-charted plays and Helix metrics against film for sampled practices, since the release gives no accuracy data.","delivery":"Delivery framing: settle data stewardship before athletes see dashboards. Delivery should name an athletics data steward, document collected metrics, who can query or view them (including teammate comparisons), retention and offboarding when athletes transfer, and align with NCAA performance-technology recommendations. Interpretation: acceptance should include signed athlete notices, a verified access matrix and a Scout accuracy sample, not app logins alone. Applicability is limited to programs with facility cameras and staff capacity."},"roleDetails":{"sales":{"customerProblem":"A Division I women's basketball program is adopting a full athlete-tracking and AI query stack, including a player-facing app, without disclosed data-governance terms.","stakeholders":["Head coach and director of basketball operations","Video coordinator","Director of athletics","Sports medicine and performance staff","Compliance office","University counsel and IT security"],"discoveryQuestions":["Who owns and can export tracking and video data?","What metrics do athletes see about teammates in ShotTracker Go?","How long is athlete data kept after a transfer or graduation?","How are Scout natural-language answers validated?","Was the contract reviewed against NCAA performance-technology guidance?"],"valueHypothesis":"A short data-use, access and accuracy review can let the program use tracking analytics while limiting privacy, wellbeing and reliance risk.","potentialEngagement":"A two-to-three-week data-governance and contract review for one team's tracking deployment, ending in an access matrix and athlete notice.","unsupportedClaims":["Improved win rates or player development","Accuracy of Scout or Helix outputs","Staff time or cost savings","Wellbeing benefits of teammate competition"]},"engineering":{"fit":"Basketball programs with a practice facility able to host fixed cameras, broadcast feeds and staff to manage video.","architectureIntegration":"Sensors and AI cameras to vendor platform; live broadcast ingest to bench devices; automated postgame and opponent film; natural-language query over data and film; mobile app for athletes.","prerequisites":["Facility camera installation","Network capacity for live video","SSO and role-based provisioning for staff and athletes","Mobile device policy for athlete app"],"constraints":["Vendor-hosted data with undisclosed retention","Game-day connectivity dependence","Athlete personal devices outside institutional control","Opponent film licensing terms not stated"],"security":"Enforce SSO and role-based access separating staff, athlete and teammate views; contract for deletion, no secondary use and breach notice.","proofOfValue":["Scout answers checked against hand-charted plays","Helix metrics spot-checked against film","Access test confirming athletes see only permitted data","Data export and deletion test"]},"delivery":{"work":"Stand up the tracking stack with data stewardship, access roles, athlete notice and validation checks before full use.","dependencies":["Vendor onboarding","Facility IT and network","Compliance and counsel review","Sports medicine input on workload metrics"],"ownership":"Director of basketball operations with an athletics data steward.","skillsAdoption":"Train coaches and video staff to verify AI query and film outputs, and brief athletes on what their dashboards show and who can see them.","governanceCheckpoints":["Contract data terms approved","Athlete notice and opt-in for optional app features","Access matrix signed off","Mid-season access-log audit"],"acceptanceCriteria":["Proposed: 100% of rostered athletes receive written data notice before app access","Proposed: Scout sample accuracy of at least 95% against hand charting","Proposed: quarterly access-log review with no unauthorized views","Proposed: data deletion verified within 30 days of an athlete leaving"],"risks":["Vendor reuse of athlete data","Teammate leaderboards creating pressure or exposing workload data","Over-reliance on query outputs","Live-feed failures on game day"]}},"retrievedAt":"2026-10-12T22:12:32-05:00","enrichedAt":"2026-10-12T22:14:42-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Shifts video coordinators toward validating automated breakdowns and adds athlete-facing support work for the mobile app.","procurementImplications":"Multi-module platform bought by a single program; price and term undisclosed; contract should carry data terms.","operatingModelImplications":"Practice, game, scouting, video and individual player development consolidated in one vendor system.","sourceVerification":{"responseId":"curl-shottracker-wichita-20261012T2212","openedUrl":"https://shottracker.com/press-wichita-state-womens-basketball-shottracker-partnership/","referenceExcerpt":"Helix uses sensors embedded in the basketball and worn by players, along with an AI-powered camera system installed in the practice facility","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}