Robert Rosenberg Authored an Article Titled, "The Top 10 Things Producers Need to Know About Using AI in Production."
Congratulations, you’ve got a hot project, a tight budget, a production deadline, and a mid-level VFX house whispering “we can just AI that.” Tempting, right?
But before you feed your script into a chatbot, deepfake a tearful monologue, or let Midjourney design your main character’s chainmail bikini, let’s pause and look at what the industry’s actually saying about AI, the real “rules of the road,” not your intern’s Reddit summary.
Back in May, Disney published a brief titled Artificial Intelligence – Responsible Use of AI. Now Netflix released its official guidance for using generative AI in production. The rest of Hollywood? Cautiously lurking and assembling an army of ethics officers and lawyers to make sure their IP never gets cloned without permission.
So here it is, folks: The Top 10 Things Every Producer Needs to Know About Using AI in Content Production. PLEASE NOTE: While the following is based on actual policies, emerging norms, and a healthy dose of legal paranoia, it is not intended as legal advice. When in doubt about any of this, please contact me or consult your friendly neighborhood attorney.
1. AI is Not a Free-for-All: Netflix Will Absolutely Ask Questions Later
Netflix’s new production guidance makes it crystal clear: if you want to use generative AI, tell them upfront. Especially if you’re working with final deliverables, talent likeness, or anything resembling actual creativity.
Their golden rule? If you’re unsure, escalate. And if you're too confident… definitely escalate.
Translation: If your AI tool "learns" from Aretha Franklin to create an AI-sung cover of Bohemian Rhapsody for your animated hamster movie, you better have a permission slip — or a really good lawyer.
2. Just Because You Can Clone It Doesn’t Mean You Should
Want to reanimate a dead celebrity? Generate a voice from a text prompt? Use AI to make an actor look 23 forever?
Netflix, Disney, SAG-AFTRA, and your own legal department are all waving red flags. You need explicit, written consent to use anyone’s voice, likeness, performance, or tear ducts.
Even digital “enhancements” — altering emotion, tone, or delivery — can trigger issues.
Translation: Don't let a synthetic James Earl Jones read your end credits unless you’ve got his estate on speed dial.
3. AI Can’t Save You From Union Trouble (Nice Try Though)
Studios are laser-focused on not violating union contracts with sneaky AI shortcuts. Netflix’s guidance says GenAI can’t replace union-covered talent or behind-the-scenes crew roles without permission.
Disney? They’ve already shelved AI projects when they bumped into SAG/AFTRA/WGA walls.
Translation: You can’t replace your Foley artist with an AI sound file without making the IATSE gods angry. And nobody wants that.
4. You Break It, You Bought It — Especially With Copyrighted IP
Netflix’s guidelines warn: don’t use GenAI to recreate or "substantially mimic" third-party IP. That means no “slightly altered” Harry Potters or “public-domain adjacent” Marvel homages.
Disney, meanwhile, has gone full scorched-earth on protecting its IP, including exploring legal options against model trainers who scraped Mickey Mouse fan fiction.
Translation: Your AI‑generated “Space Wizards” story might still get you sued by Disney and George Lucas. Double jeopardy.
5. Your Mood Board is Fine. Your Final Cut is Not.
Netflix draws a clean line between temporary/internal use (like concept art, mood boards, animatics) and audience-facing deliverables.
Internal? Maybe okay. Final product? Requires approval.
Translation: Sure, generate a dozen AI-styled castles for your pitch deck. But the moment you use one in your actual show without clearance, it’s not “creative innovation.” It’s “Exhibit A.”
6. Protect the Data Like It’s a Baby Yoda Cameo
If you feed unreleased footage, confidential scripts, or original concept art into an AI tool that stores or trains on that data, you’ve just gifted it to the AI gods, and possibly to your competitors.
Netflix says use enterprise-secure environments only. Don’t upload anything into public tools unless it’s scrubbed and anonymized.
Translation: ChatGPT shouldn’t be writing dialogue based on your unreleased Stranger Things spin-off. Unless you want Stranger Algorithms airing in China first.
7. Disney’s Not Saying Much… But They’re Definitely Watching
Disney hasn’t published a studio-facing AI guide like Netflix (yet), but its public “Responsible AI” brief and internal task forces show it’s serious. Very serious.
They’ve reportedly pulled projects involving AI-generated voices, likenesses, or character animations when contracts or IP got murky.
Translation: Just because Disney hasn’t published their rules doesn’t mean you’re not already breaking them.
8. You’re Responsible for Your Vendors’ Screwups, Too
Netflix’s policy makes it clear: you’re on the hook for whatever your VFX house, AI vendor, or freelance prompt engineer does. If they violate copyright, use unlicensed models, or misrepresent deliverables, it’s still likely your problem.
Translation: “I didn’t know they trained the model on The Crown episodes” is not a valid defense.
9. Your Contract Needs an AI Clause…Yesterday
Netflix and Disney’s caution points to a new standard: every talent and production contract now needs clear language about AI. Who can use it, how, for what, and with what approvals. Expect clauses about consent for digital replicas, restrictions on training data, residuals for AI uses, and credit and creative control.
Translation: If your contract doesn’t mention AI, someone’s going to exploit that gap, and it won’t be you.
10. This Is Just the Beginning. The Rules Will Change. Often.
Netflix’s guidance is labeled as living and evolving. Disney’s in pilot mode. The guilds are still negotiating. And lawsuits are piling up over training data, copyright, and synthetic performances.
So don’t treat today’s AI policy like gospel, treat it like the studio parking pass: useful today, revoked tomorrow.
Translation: Keep a lawyer on speed dial and expect multiple rewrites whenever Washington decides to weigh-in with AI regulations.
Final Credits: What’s the Producer’s Role in All This?
You are no longer just a deal‑maker or schedule‑keeper. Whether you like it or not, you are now the AI compliance officer. Remember to:
- Ask early about AI use.
- Flag potential legal/ethical issues.
- Escalate unusual cases.
- Keep track of what your vendors are doing under the hood.
- And don’t assume that “industry standard” means “actually legal.”
Netflix is trying to build a responsible framework. Disney is walking softly with a very big IP stick. And you? You’re stuck in the middle trying to get the shot, make the day, and not accidentally create AI Frankenstein with Beyoncé’s voice and Dwayne Johnson’s eyebrows.
Good luck out there, producers. May your prompts be short, your deliverables approved, and your lawsuits nonexistent.
But if they are not, I know a guy.

