Hockey insights / Independent perspective
Hockey judgment. Technical questions. A closer look at the data, tools and decisions connecting them.
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Establishing a common vocabulary for hockey scouting and coaching enhances communication, supports effective data integration, and streamlines decision-making. This article presents a practical approach to developing,…
Integrating video footage with event data in hockey analytics offers significant potential to enhance decision-making, but it requires careful evaluation of vendor offerings, data compatibility, and…
Discrepancies between hockey data vendors complicate decision-making for teams and analysts. Establishing a systematic reconciliation framework improves confidence in insights and guides workflow integration. This article…
The useful integration is not another screen: it is a coaching question connected to traceable events, reviewable clips, and an accountable owner. Define source IDs, correction…
An AI roadmap should identify what can be tested safely, what must stay protected, and who can stop a pilot. Use this practical framework for vendor…
A useful audit traces a hockey metric from its source to the decision it is meant to support. Here is how to test context, reproducibility, out-of-sample…
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