{"resourceId":"memphis-atavus-tackling-film-ai-2026-10-02","versions":[{"version":"external-6426832385d0363c7663ad1b9ae7e4be1bc989a952f25a0d7c17507321952be9","resource":{"id":"memphis-atavus-tackling-film-ai-2026-10-02","title":"Memphis football adds Atavus film-based tackling analytics for coaching and transfer-portal evaluation","organization":"University of Memphis Athletics / Atavus","sector":"NCAA Division I football (American Conference)","geography":"United States (Memphis, Tennessee)","publishedAt":"October 2, 2026","publicationDate":"2026-10-02","eventDate":"2026-10-02","sourceName":"University of Memphis Athletics (gotigersgo.com)","sourceLabel":"University athletics department announcement","sourceUrl":"https://gotigersgo.com/news/2026/10/2/memphis-football-adds-atavus-football-to-advance-tackling-development-and-player-evaluation","evidenceClass":"vendor-claim","outcomeClass":"emerging","topics":["knowledge-work","governance-procurement","operating-model"],"finding":"Memphis football partnered with Atavus to evaluate game film and turn tackling performance into position-specific coaching insights, and to add tackling consistency as \"another source of information\" when evaluating transfer-portal prospects. Staff quotes describe understanding why missed tackles occur and looking \"beyond the highlight reel.\" The release reports no accuracy, validation, injury, or tackling-outcome metrics; Atavus describes its own methodology as \"proven\" without citing evidence.","sledRelevance":"Shows athletics departments extending film-analytics vendors from player development into roster-acquisition decisions, where a vendor score can influence scholarships and roster spots without disclosed validation.","evidence":"Department announcement dated Oct 2, 2026 with quotes from head coach Charles Huff and Director of Athletics Performance Ben Ashford. No study, sample, baseline, or measured result. The \"proven training methodology\" phrase is an Atavus self-description in the boilerplate. The release does not say whether analysis is automated, human-coded, or hybrid.","architectureImplications":"Film-ingest workflow from game video to a vendor analysis service; outputs are coaching reports and prospect tackling profiles. Integration points are the video exchange platform and recruiting/portal evaluation boards. Interpretation: departments should confirm where film and derived metrics are stored and whether opponent and prospect film is retained by the vendor.","governanceImplications":"Using a vendor metric in transfer evaluation creates a decision-support input for roster decisions; departments need documented human review, a statement of what the metric can and cannot show, and consistency checks across positions and film quality.","securityPrivacyImplications":"Prospect film and derived performance profiles are athlete data about people not yet enrolled; contracts should restrict vendor reuse of film and derived profiles for model training or sale.","caveats":"Vendor-partner announcement only; no independent validation or outcome data; analysis method (AI, manual coding, or hybrid) not specified. Memphis-specific; limited transferability.","streamIds":["college-athletics"],"roles":{"sales":"Sales framing: the opening is decision quality in transfer-portal evaluation, not tackling software. Memphis shows football staff want a structured view of how consistently a prospect tackles beyond highlights. Any value conversation should be bounded to helping a department define, test, and document how a film-derived metric enters roster decisions, because the release offers no validation or outcome data. Avoid claims about fewer missed tackles, injuries, or better recruiting outcomes; Memphis has not reported any.","engineering":"Engineering framing: this is a film-to-insight pipeline whose fit depends on film access and metric definitions. Engineers should confirm how game video moves to the vendor, whether analysis is automated or human-coded, how metrics are defined by position, and how results land in portal evaluation boards. Inter-rater or test-retest consistency on a sample of film the staff has already graded is the minimum proof before a metric informs prospect decisions.","delivery":"Delivery framing: the work is a governed pilot that separates coaching use from roster-decision use. Delivery should name the football performance director as owner, set a review step before any metric enters a transfer evaluation, track agreement between vendor output and coach grading, and schedule a season-end review of whether the coaching use changed practice reps or missed-tackle rates. Contract and data-retention terms for prospect film need sign-off before the portal window."},"roleDetails":{"sales":{"customerProblem":"Football staff need a consistent way to evaluate transfer prospects beyond highlight reels during compressed portal windows.","stakeholders":["Head football coach","Director of athletics performance","Football personnel/recruiting staff","Athletics compliance","University procurement/legal"],"discoveryQuestions":["How will vendor tackling metrics be weighed against coach evaluation in portal decisions?","Has the metric been compared with staff grading on your own film?","Who owns prospect film and derived profiles under the contract?","Is analysis automated, human-coded, or hybrid?"],"valueHypothesis":"A documented, tested film metric may make prospect evaluation more consistent and auditable, if it agrees with expert grading on local film.","potentialEngagement":"A bounded validation and decision-governance review of a film-analytics metric before its first portal window.","unsupportedClaims":["Reduced missed tackles or injuries","Better transfer-portal outcomes","Validated accuracy of the tackling metric","Any time or cost savings"]},"engineering":{"fit":"Fits departments with digitized game film and an existing video exchange workflow.","architectureIntegration":"Game film export to vendor analysis service; reports feed coaching meetings and portal evaluation boards.","prerequisites":["Film access rights for own and prospect games","Position-specific metric definitions","Recruiting board integration path"],"constraints":["Prospect film quality and angles vary","Metric validity across positions unknown","Contract terms on vendor reuse of film"],"security":"Restrict vendor retention and training reuse of prospect film and derived profiles; role-based access to evaluation outputs.","proofOfValue":["Agreement between vendor output and staff grading on a held-out film set","Consistency of metric across film sources","Documented method disclosure (automated vs manual)"]},"delivery":{"work":"Pilot film-analytics for coaching, with a gated path into transfer evaluation.","dependencies":["Vendor method disclosure","Film library access","Legal review of data terms"],"ownership":"Football director of athletics performance, with compliance oversight for recruiting use.","skillsAdoption":"Coaches and personnel staff trained on what the metric measures and its limits.","governanceCheckpoints":["Approval before metric used in any portal decision","Season-end review of coaching use","Data retention review for prospect film"],"acceptanceCriteria":["Proposed: documented agreement with staff grading on at least one held-out film set","Proposed: written rule on how the metric is weighed in roster decisions"],"risks":["Over-reliance on an unvalidated vendor score","Inconsistent film quality biasing prospect profiles","Vendor reuse of prospect data"]}},"retrievedAt":"2026-10-04T22:22:31-05:00","enrichedAt":"2026-10-04T22:27:00-05:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Adds analysis capacity to performance and personnel staff; requires training so coaches understand metric limits.","procurementImplications":"Contract should require method disclosure, data-ownership terms for prospect film, and no vendor training reuse without consent.","operatingModelImplications":"Moves a performance-development tool into roster acquisition, so ownership spans performance, personnel, and compliance.","sourceVerification":{"responseId":"curl-memphis-atavus-20261004T222231","openedUrl":"https://gotigersgo.com/news/2026/10/2/memphis-football-adds-atavus-football-to-advance-tackling-development-and-player-evaluation","referenceExcerpt":"Atavus helps us understand why missed tackles occur and how to correct them.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}