Work · Media & creators
Production, distribution, and audience
at model speed.
Editing pipelines, broadcast systems, scheduling agents, and audience growth for shows, networks, and the people who run them.
editing hours per episode in a sample engagement
short-form output per week
operator needed to run a live broadcast
What breaks
Where the time goes.
The three problems we hear most from media & creators teams.
Post-production is the bottleneck
Recording takes an hour. Cutting, captioning, and versioning takes a week. The clips that grow the show are the ones that get skipped.
The audience lives on five platforms
Each one wants a different format, length, and cadence. Keeping up is a full-time job nobody has.
Sponsors want numbers
Reach, retention, and demographics sit in five analytics tabs. Every sponsor deck is rebuilt by hand.
What we run
The plays.
The same sprint system, tuned for this industry.
Video and short-form pipeline
Transcribe, chapter, clip, caption, and render every episode into platform-ready versions within hours of upload.
Broadcast systems
Live production tooling, overlays, and stream telemetry built for one operator, drawn from the work behind Cyberstudio.
Scheduling agent
Posts across platforms on the plan you set, adapts copy per channel, and pauses what underperforms.
Audience growth
Paid and organic growth run against subscriber and retention numbers, with weekly reviews that change the plan.
Audience analytics
One dashboard across platforms, refreshed nightly and formatted for the sponsor conversation.
Case studies
Sample results.
Anonymized composites that show the shape of an engagement.
Use cases
How teams use it
Make product video without a production week
Launch films, feature explainers, demos, and social cuts produced from screen captures, motion graphics, and short shoots. Scripted tight and edited for the channel it plays on.
Write marketing copy across every channel
Headlines, landing pages, email sequences, ad variants, and social posts, all in one voice and each fitted to its format. We produce variants so you test instead of guess.
Build analytics dashboards people open on Monday
A handful of dashboards that answer the questions your team asks weekly, fed by tested data and kept in sync with how the business actually runs. Fewer charts, more decisions.
Questions
Do you replace our editors?
No. The pipeline does the mechanical work: transcripts, chapters, clip candidates, captions, and renders. Editors approve, adjust, and finish. Most teams end up with the same editors producing several times the output.
Which platforms do you publish to?
X, YouTube, TikTok, Instagram, and podcast feeds, through your own accounts. Each platform gets its own cut, caption style, and cadence, and the scheduling agent only posts what has cleared your approval queue.
Can you build live broadcast tooling for us?
Yes. Cyberstudio is our own venture, built for one operator going live on X. We adapt the same approach for other shows: scenes, overlays, live data tiles, and telemetry, without a control room.
How do you handle rights and brand safety?
Nothing posts without approval unless you turn approval off for a channel. Sponsor requirements and content rules are encoded into the pipeline as checks, and every published asset is traceable back to the source recording.
Make more from every recording.
Send us one episode and your platform list. We come back with a pipeline plan and a first-month output target.