Broadcasters, publishers, live-score apps and fan platforms use Machina to prepare source-grounded coverage, build fan experiences and adapt approved sponsor creative to sports context, with editors and campaign owners in control.
Workflows you can build with Machina.
Talking points, graphics copy and social drafts prepared from match data and approved sources for producers to review. See the producer demo.
Matchday companions, personalized newsletters and fan formats that answer from current match context inside your app or site.
Dynamic personalized sports-ad agents adapt approved sponsor creative to the team, fixture or story on the page and the audience cohort.
The product path
Start with one focused job or connect the products across the lifecycle.
Broadcast & Media covers three jobs that share one sports context: producing coverage, building digital fan experiences, and activating sponsors. Each workflow combines permitted sports data and approved sources with the team's own review rules and delivery destination.
Producers and editors get source-grounded talking points, graphics copy and social drafts, and keep control of what reaches air or publication. The broadcaster page shows the producer demo and the production constraints in detail.
Apps and sites can add a matchday companion that answers from current match context, personalized newsletters shaped by the teams a fan follows, and shareable stat formats. The Gameday AI Companion, Personalized Fan Newsletter and Viral Stats Generator examples below show each one; the newsletter sample app runs at /newsletter.
Dynamic personalized sports-ad agents are configured workflows that combine permitted page context, sports data and audience cohorts with a campaign's approved creative. Logo treatment, palette, layout and exclusions stay fixed; the agent adapts only the permitted copy and data, with a defined fallback when context is missing.
Teams usually start with contextual segments and cohorts before any individual personalization. The dynamic sports ads guide covers source rights, creative control, integration and how cost is scoped.
Last updated: 2026-11-06
Don't just take our word for it
“Where should a sports media company start with AI workflows?”
Review example outcomes, inputs, and workflow steps, then adapt one to your sources and rules.
A conversational second-screen experience that answers fan questions with current match and club context.
A reviewed newsletter shaped by consented preferences, current stories, and the organization's voice.
Shareable, source-backed statistical story ideas formatted for the channels an editorial team selects.
Three jobs: broadcast and editorial production, digital products and fan experiences, and sponsorship and monetization. They can share one approved sports context, and each has its own review rules and destination.
On the Broadcast & editorial production page at /industries/broadcasters, with the producer demo and guidance on scoping a first deployment.
Matchday companions, personalized newsletters and stat formats that use current match context inside your app or site. Coverage and freshness follow the connected sources.
Configured workflows that adapt a campaign's approved sponsor creative to the page context, permitted sports data, audience cohort and placement size, while logo treatment, palette, layout and exclusions stay fixed.
Book a working session at machina.gg/schedule to pick one job, one surface and the comparison you will measure against.
See how your sources, editorial rules, fan surfaces or sponsor creative could fit together.
