Always working backwards from where we're trying to get. Saving every click. Keeping creatives in flow.
When a workflow is truly well-designed, the creative doesn't feel it. They're in flow — following an instinct, chasing a story. The tool got out of the way.
That's what I build toward. Not efficiency for its own sake, but infrastructure that gives creative people back their time, their focus, and their confidence. AI and agentic tools aren't here to replace the editor, the producer, the storyteller — they're here to carry the weight that was never creative work to begin with.
When we get it right, complexity collapses into simplicity. A well-designed workflow becomes an easy button — one click where there used to be an hour. Whether it's broadcast, digital, news, sports highlights, or creative marketing — the automation exists to protect the freedom to be creative.
I came up as a creative who struggled with the technical side of post-production and chose to master it. The formative moment was at Major League Baseball Advanced Media — workflows so efficient we could get top plays out in real time and full postgame highlights live within twenty minutes of the last pitch. That's when I fell in love with workflows.
I always work backwards from where we're trying to get — and anytime we can save a user, especially a creative, so much as a click, we do it.
A mentor put it plainly early in my career: not all content generates revenue, but all content creates costs. Storage must be managed wisely — for today and for tomorrow.
True asset ownership means three copies across three separate, disparate locations. Today's tiered storage ecosystem — from instant-access cloud through to air-gapped on-prem with drives that spin up in minutes — finally makes it possible to architect for both economics and resilience. File-based workflows all the way to tier 3. We can leave tape behind.
Running AI at scale is a separate challenge — reindexing millions of assets against rapidly evolving models demands compute economics that on-prem private cloud increasingly handles better. Solutions like StorageDNA's FabricDNA, Meta8, Telestream's Vantage and Diva, and Amplify.io represent a maturing ecosystem that rewards operators who understand the full stack.
I'm also watching closely how vector embeddings may render traditional metadata schemas — and MAM systems as we know them — obsolete. The question: what do humans still need to read, audit, and trust? You can't explain a vector to a rights holder.
My approach to leveraging generative agents and AI is more as a means to empower creatives to be creative — to keep them in creative flow, empowering ideation, storytelling, and human expression — than to take craftspeople out of the process or achieve reductive efficiencies.
The best solutions need to support the best shows and content — driving production that moves hearts and minds, as opposed to churning out schlock. Across broadcast, digital, news, sports highlights, creative marketing, and ads — the goal is always the same: media that resonates, and therefore performs.
Tools are for people. And so is the media we make.
Whether you're building agentic content solutions, planning a cloud migration, launching a FAST/SVOD platform, or need a senior media technology advisor — let's talk.