← All Case Studies
MatchCoach
Sports Technology • Video Review

Match video, ready for review on web and iOS

Coaches need useful video without spending their day managing recordings. Our team built MatchCoach workflows that connect live streams, scheduled recordings, highlight detection, and clip sharing across web and iOS.

MatchCoach platform in use at a tennis facility

Overview

MatchCoach brings video capture and review together for athletic facilities. Chase founded the company, and Steve served as CTO; this project reflects their product-building experience. The platform connects streaming, recording, highlights, and review so coaches and players can find useful moments and share feedback. Web and iOS applications use the same video records, with tools for facility staff to manage cameras and access.

Live
Camera streams available on web and iOS
Record
Scheduled and on-demand video capture
Find
Highlight detection and manual annotations
Share
Clip exports for coaching and review

The Challenge

The platform needed to make existing camera footage useful to coaches and players. That meant connecting live viewing, recording, highlights, and sharing while giving facility staff a practical way to manage access and camera settings.

Watch live camera feeds on web and mobile
Capture recordings on demand or on a schedule
Find useful moments with AI and manual markers
Export clips with branding for sharing and review
Manage viewing and recording access by membership
Support recurring practices and match recordings

The work spanned existing IP cameras, concurrent streams, facility permissions, and video playback. Those parts needed to work together so a recording could move from the camera to review and sharing without a separate tool for each step.

Our Approach

The team connected the video workflow in stages, from camera intake and recording to review tools, automated highlights, and facility management.

1. Capture the footage

Built the streaming and recording services around existing camera feeds. Connected live playback and recording workflows before adding review and collaboration features.

2. Make video accessible

Built web and iOS applications with shared video records. Added account access, workspaces, and management tools so staff and members could find the footage available to them.

3. Find and share useful moments

Integrated computer vision for highlight detection alongside manual markers. Added scheduled recordings, clip exports, and annotations to support coaching review.

4. Support facility operations

Refined playback, camera settings, and administrative visibility. Added tools for managing streams, checking recordings, and tracking exports across facility workspaces.

Key Deliverables

Streaming and recording

  • Live feeds from multiple cameras
  • Copy-based recording workflows
  • Playback on web and mobile
  • Centrally managed camera settings

Highlights and review

  • AI-assisted highlight detection
  • Manual and wearable markers
  • Comments, annotations, and favorites
  • Selected moments passed to export

Web application

  • Facility dashboard and administration
  • Membership and access management
  • Video playback with comments
  • Downloads and export status

iOS application

  • Live streams and video library
  • Native video playback
  • Account setup and sharing
  • Access to shared video records

Facility administration

  • Stream and recording controls
  • Camera configuration
  • Operational analytics
  • Restricted administrator access

Clip exports

  • Queued video processing
  • Selected clips with branding overlays
  • Download links for completed exports
  • Progress and status tracking

What the system makes possible

Live

Camera footage available through web and mobile

Record

Scheduled and on-demand capture in one workflow

Review

Comments and annotations alongside video playback

Find

AI highlights and manual markers identify moments

Share

Clip exports support feedback and distribution

Manage

Facility tools connect cameras, recordings, and access

Streaming, recordings, highlights, and clips share a connected workflow. Coaches can review footage on web or iOS, while facility staff manage cameras and access through dedicated tools. This work brings video capture and coaching review into the same product.

The useful part of video is what people can learn from it. MatchCoach connects capture, review, and sharing so coaches can spend more of the workflow on the moments they want to discuss.

MC

Built around the coaching workflow

MatchCoach

Technologies Used

Next.js 14ReactTypeScriptTailwindCSSHLS.jsNestJSFastAPINode.js 20+SwiftUISwift Package ManagerAVPlayerGStreamerFFmpegHLSRTSPPythonMLflowPyTorchComputer VisionAWSECSLambdaS3Terraform

Is managing the tools slowing down the work?

If your team moves between disconnected tools to finish one job, we can help. We look at the full workflow and build the connections, automations, or software that make it easier to complete.