Workflows for the Business Side of Production

Manage Less. Create More.

AEstruct moves media and entertainment shops of 20 to 100 staff from buying AI tools to running AI workflows that earn their keep. Advice is the only thing we sell.

Where to start: which sentence sounds like you?

"I'm not sure AI is even worth it here." A Scan: a two-week diagnostic that tells you where AI earns its keep and what to fix first. See the Scan

"I already know the workflow that's broken. I want it rebuilt." A Fix Project: one back-office surface, fixed scope, done in weeks. See Fix Projects

"I want all of it: diagnosed, rebuilt, and kept from drifting back." A Bundle: Scan, Fix, and six months of retained leadership in one SOW. See the Bundles

"The rebuild is done. I need someone to keep it current." Fractional AI Operations: a part-time AI lead, scaled to where you are. See Fractional AI Ops

"My distribution partners are starting to ask AI-compliance questions." A Governance Scan or Bundle: exposure mapped against the guild clauses and the AI rules. See AI Governance

I've done the AI homework for M&E so you don't have to.

I ran the IT side of Court TV's analog-to-tapeless conversion and later took truTV to the cloud, the first Turner network to run entirely there, development and production, front end and back end. For the last two years I've been working out which AI holds up in production and which collapses. AEstruct sells advice and nothing else, so every recommendation is about what's right for your shop. Full biography

Five Bundles. One SOW. Done in months, not years.

Scan · two weeks → Fix · scoped, in weeks → Retain · six months of leadership

The Production Finance Bundle

“Finance eats every Monday.”

The Production Operations Bundle

“The work that runs every project lives in someone's head.”

The Rights & Clearance Bundle

“Clearance has to survive an audit.”

The Release Operations Bundle

“Delivery paperwork decides whether we land.”

The AI Governance Bundle

“Partners are asking about our AI exposure.”

Ready to move forward?

Faster turnarounds. Approval cycles shrink and releases land on schedule, not a quarter behind.

Lower overhead. Less back-office headcount dependency while capacity goes up.

Your team stays. When workflows get easier, burnout drops and talented people stay.

Book a 30-minute consultation. One-on-one with Emil. contact@aestruct.com

Read the full methodology