Kalebtec
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WSC Sports

WSC Sports Clipro Video Workflow

juny del 2026

Esports i EntretenimentStreaming i MitjansIA i Machine LearningReactTypeScriptViteJestPlaywright
WSC Sports Clipro editor — NBA game footage, AI voiceover panel, and clip timeline

Clipro is WSC Sports' video creation, editing, and publishing platform — used by the NBA, ESPN, and 300+ broadcasters and rights holders, and the engine behind 8M+ AI-generated clips in H1 2025. Rowin was the sole frontend engineer on the AI voiceover squad, owning the voiceover domain end to end across editor UX, onboarding, and automated coverage.

Cas d'estudi

8M+
AI clips generated in H1 2025
300+
Broadcasters and rights holders
AI
Voiceover and recap workflows

Repte

Sports-media teams need production tools that help editors move from written or audio source material to usable video assets without slowing down editorial workflows.

Enfocament tècnic

The work focused on front-end product engineering: AI-assisted media workflows, user-facing recovery paths, editor controls, test coverage, and handoff practices for other engineers.

Decisions d'IA i infraestructura

The implementation focus was to make AI-generated media behavior fit naturally inside editor operations, with clear user-facing states and enough automated coverage to support fast iteration.

Resultats

The engagement improved AI-assisted voiceover/audio-recap workflows and the surrounding editor experience, with expanded automated coverage for media and editor interactions.

Impacte en el negoci

This strengthens Kalebtec's proof in applied AI product engineering for high-stakes media workflows, where AI features have to fit inside existing production operations rather than sit beside them.

Overview

Clipro is WSC Sports' video creation, editing, and publishing platform for sports media teams — used by the NBA, ESPN, and 300+ broadcasters and rights holders, and the engine behind 8M+ AI-generated clips in H1 2025. It helps operators move from source material to usable video assets inside production workflows.

Work Areas

AI-Assisted Media Workflows

Contributed to voiceover and audio-recap experiences, including user-facing states and recovery paths around asynchronous media generation.

Editor UX Improvements

Shipped front-end improvements for editor workflows, helping media operators control generated assets and review output inside production interfaces.

Testing and Team Handoff

Expanded unit and end-to-end coverage for media workflows and editor interactions, and supported onboarding and review practices around the feature area.

Delivery Focus

  • AI-assisted media workflows integrated into editor operations
  • User-facing states and recovery paths around generated audio/video work
  • Automated coverage and onboarding support for media workflow changes