AI Media Systems

I build the systems that run your content.

Most teams are switching between 15 tabs to produce one piece of content. I close the tabs and ship the pipeline: AI video, voice, and content workflows that run without you in the loop.

Book a Systems Audit See the work ↓

20+

Years in media systems

Daily

Content engine, running

2x/wk

Human touch it needs

Approval gate per pipeline

What I Build

Three things, done well.

The AI video and content stack has a lot of moving parts. I build systems that make those parts invisible.

/ 01

AI Video Pipelines

HeyGen avatar builds, voice cloning, batch rendering, and the integrations most people miss. Scripts go in. Finished video comes out. No dashboard required.

/ 02

Content Systems

Automated research, review, and publishing workflows built in Claude. One page, every piece, one decision each. Nothing ships until it gets a call.

/ 03

Team Workshops

Your team learns to run Claude as a content coordinator in one session. No code. No new tools. Same stack, no switching, no extra headcount.

The Shape of a System

Five stages. One human gate.

Every working content system I build follows the same shape. The tools inside it are interchangeable. The shape is the asset.

STAGE 01

Research

Runs on a schedule. Gathers the raw material before anyone is awake.

HUMAN GATE

Curate

You choose what is worth making. The one decision that needs a person.

STAGE 03

Script

The chosen item becomes words, in your voice, from a voice file on disk.

STAGE 04

Render

Words become finished video and audio. Avatar, voice, captions, cut.

STAGE 05

Distribute

The asset lands where it needs to go. Verified, logged, on time.

The machine carries the work. The human makes the calls. This is the difference between owning tools and owning a system, and it is the subject of most of what I write.

The Work

What a pipeline looks like in practice.

Real systems, running. Not mockups.

AI Content Pipeline

Content Review System

Built for an AI training brand producing daily Instagram and LinkedIn content. Every piece the pipeline builds lands in one page. Three decisions: Approve, Hold, or Kill. One copy-paste hands the decisions back. Nothing ships on its own.

The interface below is the actual review page. The slides in it are real rendered output from a live pipeline.

Try the live demo →

The content review interface: a rendered six-slide carousel awaiting a call, with Approve, Hold, and Kill buttons

The review interface · one page · three decisions

Avatar Video System

Avatar Relationship Manager

CRM-triggered personalized avatar video system for real estate agents. Birthday clips, closing anniversaries, value updates, rendered from a HeyGen avatar and delivered automatically on trigger.

Jade · the avatar that delivers every clip

AI Workshop

AI4Teams: Claude for Business

Custom workshop series teaching business teams to run Claude as a content coordinator. Built on real workflows: research, review, and publishing, not theoretical use cases.

Book a team workshop →

One session · the whole team runs the same stack

Services

Start with a Systems Audit.

Most clients don't know which part of their AI stack is leaking the most leverage. The Audit finds it and tells you what to do next.

Start Here

Systems Audit

$497

One-time · 90-minute session

You suspect your AI or content stack is leaving leverage on the table but don't know where. This session diagnoses it and gives you the three highest-leverage moves to make next, sequenced and written down.

90-minute live working session
Written diagnosis within 48 hours
3 prioritized moves, sequenced
One async follow-up within 14 days

See what's included →

What it does

Chaos in. Clarity out.

Every tool works. The mess is in the middle. The Audit is the machine: your scattered stack goes in one side, a straight production line comes out the other, with you at the one gate that matters.

Claymation scene: a chaotic pile of clay shapes feeds into a small machine and exits as a straight row of identical vermillion blocks

Dave Rosemill, AI Media Systems consultant

Dave Rosemill / Massachusetts, working globally

About

I build the stack I describe.

I've spent 20 years building digital marketing and multimedia systems. The last few years have been spent figuring out what happens when those systems run on AI.

I build hands-on, every day. HeyGen end to end. ElevenLabs voice cloning and tuning. The integration most people miss: bridging ElevenLabs voices into HeyGen via API so production is paste-a-script, not download-and-re-upload.

When I teach teams, I troubleshoot live. When a platform breaks mid-session, I absorb the time and keep moving. Outcome-driven: ship a working version, set the honest expectation, then roadmap the next build.

Degree in Multimedia Design. Business owner. AI consultant. Even this site runs on the stack it describes: the hero film and studio portrait were generated and graded by the same AI pipeline I build for clients.

AI Video

HeyGen Avatar 4 and 5, voice import, Looks, scenes, captions, timeline, render pipeline. Fluent in the version differences.

Voice

ElevenLabs cloning and tuning, model selection, pacing control, sound-effects studio, ElevenLabs-to-HeyGen API bridge.

AI Coordination

Claude via MCP runs production pipelines, content review systems, and batch operations in plain English. No code required at the operator level.

Image + Generation

Nano Banana 2 / Gemini for image variation and diagram generation; prompt-authored Looks before rendering to cut trial-and-error.