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AI Workflows

The infrastructure
that accelerates the work.

AI integrated as a productivity layer — faster previz, ideation, and iteration. I've built a custom AI infrastructure that routes tasks across models, automates outreach, and accelerates research and post workflows.

The tools change. The thinking behind them doesn't. The craft stays human. AI is here to stay — and in the right hands, it's an extraordinary tool, not a replacement.

Whether I need to find a sound effect, research a location, transcribe an interview, or prototype a visual concept — I've built the infrastructure to move quickly and deliver at a higher level.

🤖 BRAIN Creative AI Core Claude Local + Cloud Thinking · Review 🖥 Edit Bay Adobe · DaVinci Post Tools 🎙 Whisper large-v3 Transcription 💾 NAS AI Searchable Sound · Assets 🎬 Kling v2.1 Master Previz · Motion 📡 Brain Display live · 60s Status · Monitor AI AS A LAYER · NOT A REPLACEMENT

From automated outreach to AI-searchable sound libraries to video previz — every part of the production workflow has a layer of intelligence behind it. What this means in practice: faster turnarounds, smarter research, and a creative director who can prototype an idea before the meeting ends.

Multi-Model
AI Stack
40TB
AI-Searchable Sound & Asset NAS
Office+
Integrated & Automated
Local+Cloud
Hybrid Infrastructure
BRAIN Discord Native Voice PTT Whisper large-v3 Kling v2.1 Home Assistant Local LLM Ollama · Qwen3 Offline AI Kiwix Mesh Comms Meshtastic ESP32 Devices Flask Frigate NVR Pi-hole Claude · Ollama Firefly Mac Mini M4 · Raspberry Pi Cluster
Where AI Belongs

The tools draft.
Taste decides.

Previsualize

A brief comes in, and what took days of storyboards and time-consuming layouts can now be built quickly to show the direction before the meeting ends. Quick mockups for look, framing, and palette while the conversation is still happening — and a motion test overnight before anyone books a shoot day. Wrong directions die in a meeting instead of on a set. That's the cheapest kill fee in the business.

Image Gen Motion Tests Look Development
Accelerate

My mind moves fast — transcription that used to take a day happens over lunch. My 40TB sound and asset library lets me research, log, and version at the speed of the idea. The hours that used to sit between an idea and a cut are mostly gone. I have the idea, I search for it, and boom — it's in my timeline, ready to audition.

Transcription Asset Search Research
Tool

I use AI as a tool, not a creative decision — that part is 100% me. The judgment about where the tools belong, and where they absolutely don't, is the actual skill. That judgment comes from 25 years of craft, not from the tools.

Brand Safety Human Final Cut Judgment
For a Creative Team

For a creative organization, the question isn't whether to adopt AI — it's where it will be used most efficiently. That decision shouldn't fall to whoever is loudest about the newest tool. It should belong to someone who has actually built and run this stack, shipped real work through it, and knows exactly where it makes the work better and where it quietly makes it worse.

I've been that person for years. I can bring a team through the same adoption: what to automate, what to protect, how to move faster without the work ever feeling like a machine made it. AI is a tool, and an extremely powerful one — with the right discussion and work behind it, it takes the hard stuff off the table and leaves the humans free to work on the creative.

Great work starts with the right conversation.

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