Media Production Automation

Turn AI chaos into predictable scale.

Everyone is talking about AI pipelines in media production. Be one of the first to get it right with secure, fiscally smart automations that give you more time to be creative.

Our track record

6B
monthly views on Vox Media content.
We know scale.
$2B+
production spend impacted by past work
200+
major productions supported for Netflix, Apple, and Amazon.
We've done this before.
Sound familiar?

AI is scary. Your cloud bill is scarier.

If you run a high-volume creative media operation, you probably know these feelings. We fix them with real media engineering and deep operational understanding.

"Just use AI" isn't a plan

Leadership wants AI in the workflow. Vendors promise the world with no Post track record. Your CFO wants savings. You need someone to own the process and help you get from concept to delivery.

The bill keeps climbing

Cloud Storage sprawl, data egress fees, burning AI tokens like there is no tomorrow. Every quarter it goes up, and nobody can explain exactly why.

Drowning in versions

One video becomes fifty: localized cuts, social clips, platform formats. Your team makes them by hand, and it's eating their week.

Legal won't sign off

You found AI tools you love, and they're stuck in security review. No one can prove they're safe for unreleased footage and proprietary data.

What we do

The many ways we can make AI your friend

Start small with a two-week audit, or hand us the whole pipeline. Every engagement is built to pay for itself.

Wheelhouse AI Adoption

a Rogue Fraction × The C-Suite Collective partnership

Top tier coaching from The C-Suite Collective paired with Forward Deployment Engineering from Rogue Fraction — the only provider-unbiased, trust-based, conflict-aware AI adoption program designed for medium sized organizations.

See Wheelhouse →
The coach Gets the leadership team genuinely aligned, and the workforce a truthful account of it.
The engineer Fits the tools to the actual work, and trains your people to run them without us.
People × Tech, with one goal.
Start here

Architectural Assessment

A 2-week deep audit that maps exactly where your pipeline leaks time and money, and what to fix first.

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Build & run

Transformation Retainer

We design, build, and run your AI / automation pipelines. With on-prem and cloud solutions designed to stop eating your budget.

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Unlock legal

Compliance Greenlight

We build your workflows up to your own security and legal requirements, and get them deployed. The bridge between IT, Legal, and Production.

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Free download

Want to see how you're doing?

Send us your email to download our free 5 point AI audit for post production.

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The humans

AI is the tool.
People are the architects.

No faceless platform, no black box. Two senior engineers & operations experts who have built media pipelines at scale, and answer their own email.

Portrait of Liam Ford

Liam Ford

Co-Founder & Technical Architect

20+ years of hands-on engineering leadership scaling technology organizations and infrastructure for Hollywood and the Fortune 500. Liam was the former Vice President of Technology at Inkwell, where he led the tech team to deploy applied-AI platforms from proof-of-concept to enterprise production. Previously, as Senior Vice President of Engineering & Tech Ops at Panavision's Light Iron, he directed technology across multiple facilities supporting over 200 major productions for Netflix, Apple, and Amazon.

LinkedIn →
Portrait of Murilo Silva

Murilo Silva

Co-Founder & Workflow Architect

20+ years of media technology and operations leadership. Murilo built out and directed post-production architecture for global advertising powerhouses Grey Group and Publicis/Prodigious NY. As the former Senior Director of Post Production Technology at Vox Media, he modernized the internal media infrastructure and content supply chains, enabling production teams to deliver high-volume content across a network generating 6 Billion monthly views across brands like The Verge, Eater, and Vox Media Studios. Previously, as Chief Engineer at Sim, he engineered high-end finishing workflows for premium studio clients including Disney, Netflix, and Amazon.

LinkedIn →

Ready to make AI boring (in a good way)?

Book a free discovery call. We'll talk about your pipeline, your cloud bill, and whether a two-week assessment makes sense. No pitch deck, no pressure.

Book Your Discovery Call