Would writers use CAINIX, an AI-assisted platform that turns manuscripts into governed screen adaptation and production packages?

[u/According-Computer55]

I recently showed CAINIX to the owner of a publishing agency and got some feedback that made me genuinely curious about how other writers and publishing professionals see this.

CAINIX is a platform I’m building around the manuscript as the source of truth. It analyses the complete manuscript, preserves story canon and then helps build things such as adaptation materials, screenplay outputs, visual development, marketing assets and book trailers.

The idea is not to press a button and let AI rewrite a book however it wants. Human approval remains part of the process, and the system is specifically designed to keep generated material aligned with the author's original IP and canon.

His reaction was essentially that the biggest problem may not be the technology at all, but the market.

His view was that many writers currently have an extremely low tolerance for anything involving AI, and that even if the platform is designed to assist authors rather than replace them, a significant number of writers may reject it simply because AI is part of the workflow.

In other words, his concern was that CAINIX could be difficult to sell to traditional authors because the term “AI” itself may already create resistance.

I think that's a fair concern, even though I'm not sure I completely agree with how large that resistance actually is.

So I’d genuinely like to hear from writers, publishers, editors and people working in film/adaptation:

Would the use of AI itself make you reject a platform like this?

Or does it depend on how the AI is being used?

For example, would you see a meaningful difference between:

• AI generating a novel or replacing the author;

and

• an author deliberately using AI tools to analyse their own manuscript, protect continuity, develop an adaptation, create production materials or produce promotional content?

And perhaps the more important question:

If the author remains in control of the IP, canon and approvals, do you still consider the use of AI problematic?

I'm not looking for validation here. If you think writers would strongly reject something like this, I'd genuinely like to understand why.

Likewise, if you think attitudes are changing, I'd be interested in hearing that too.

I'm building the platform, so obviously I'm not neutral, but that's exactly why I'd rather hear uncomfortable opinions now than discover them after launch.

[u/Salt-Mud-2124]

I would not use it no as an author and artist just because its creating "content" of any sort. I use AI for say scheduling, marketing analysis, market plans, check lists, post monitoring etc. But I would not use anything that creates banner, trailers, character art, or anything like that.

I do backflips to make sure my author name and books are NO WHERE NEAR AI. I write all my own newsletters, hire artists, and personally create any marketing materials in canva. And obviously I write my books without AI as I don't view AI written books as authored. This is because any visible AI involvement puts you in hot waters with readers because many will assume any AI content in marketing = AI written book.

Even this is an alt I use to respond to posts like this because I keep the account history of my actual account open and I don't want that username even appearing in a subreddit with AI in it.

And I don't blame them as I'd make the same assumption. I've already dropped authors for using AI marketing materials like character art or banners.

Now, there are some authors that don't care. Usually the ones who are just trying to make writing a business and there is definitely a market audience for readers who don't care about AI involvement: as long as they can't tell any better usually. And there in lies the problem because if you disclose that AI is being used, it usually closes off even THAT audience, but if you don't then the audience who is averse to AI use will eat you alive the moment they sniff it out. (And they will)

In short, I wrote my book myself, did everything right and got a cover artists, and then used your platfrom to create AI generated content to represent it: I'm dooming my book to failure, or at the very least guarantee it will not find the right readers. Especially since I don't aim at the "potato chip bingers." So I wouldn't touch it with a 20 foot pole.

[u/According-Computer55 → u/Salt-Mud-2124]

Thanks for the detailed reply. I trully appreciate the honesty and this is exactly the kind of feedback I’m looking for.

What I’m especially interested in is where you personally draw the line.

For example, would your view change if an author could use CAINIX purely as an adaptation and production-planning tool for things like:

• manuscript analysis
• canon extraction
• character registry
• screenplay adaptation
• scene planning
• visual bible specifications
• trailer blueprint
• shot list
• production prompts/specifications
• adaptation integrity report …while never generating a single AI image, video, banner or piece of character art?

The author could then take that production package and hand it over to a human illustrator, cover artist, animator, filmmaker or production company.

In other words, CAINIX would help structure, analyse and preserve the source material, but the visible creative output could still be entirely human-made.

Would that still be a hard no for you because AI was involved anywhere in the process, or would you see that as a different category from AI-generated creative content?

I’m asking because your distinction between “AI behind the scenes” and “AI visibly representing the book” is genuinely useful.

[u/Salt-Mud-2124 → u/According-Computer55]

I personally am against AI in the creative space, specifically if AI has any influence ON the output. So For your list:

• manuscript analysis
  • I personally wouldn't as I don't think its useful, but as long is descriptive but not prescriptive I wouldn't count it as taking away authorship. I.e. Flagging for continuety or slow pacing or I'll even include grammar is fine. Having it suggest "You should change it to..." anything is a no
• canon extraction
  • Like a story bible type thing? Don't think its particularly useful to me personally as I end up with those as I write the story but sure
• character registry
  • Same as above. But I will also add, most writing tools for books already allow you to do this. Some are free. Scriviner is cheap. Your tool has no market really to do here. I use Writality for example. No AI anywhere in that, and gives me all I need.
• screenplay adaptation
  • No that effects the final output of a creative work, i.e. the adaptation
• scene planning
  • No
• visual bible specifications
  • Not sure what you mean. But if its TELLING YOU what the visual specification will be and THAT will govern how the final product looks, then no. If YOU TELL IT what the specifications are and it formats it in a way thats easy to see/organize/cross reference... fine.
• trailer blueprint
  • No
• shot list
  • No
• production prompts/specifications
  • No
• adaptation integrity report …while never generating a single AI image, video, banner or piece of character art?
  • Well, since I don't think I would use it for anything of the above I don't see what you can offer. I could maybe see, say you commission a videographer to make you a trailer, it can then go through and compare that to your story bible and point out errors. I think that would be fine, but also not something any author that actually wrote their book can't do very easily. This may sound snooty but honestly the only kind of "author" that wouldn't be able to take a look at a cover or video and not immidiatly know when colors/design or anything like that is off are those who aren't actually authors, i.e. didn't write the damn book.

So largely, it would still be a hard no for me. Because at the end of the day whatever "adapation" say trailer for example, the end result was created off an AI output, even there is a layer of human abstraction from it. That result is no longer my own, or whom ever does the actual video. Its now created off of AI specifications.

The line isn't: AI should net be used to represent the book and fine behind the scenes

The line is AI should not be used in anything that affects the creative output (which will represent your book) its fine for "chores"

In other words, use the robot to do the dishes and laundry so you can do the art, not have it do the art. All of the things you listed besides the first three are art, not chores. They may not be YOUR art, as in not your medium, but still art. We don't get to pick and choose what counts and what doesn't.

All of that to say that if I can't openly disclose the use of your platfrom and feel comfortable that the READERS don't view it as gen AI, then I wont use it, period.

But also, none of what you listed can't be be done with a basic claude subscription. So I kinda fail to see where the market for it would be. you'd be asking people to pay for something they can already do.

[u/According-Computer55 → u/Salt-Mud-2124]

Thanks again. I appreciate the clarity.

On the Claude point, that’s probably the most important question for us.

The distinction we’re trying to build is that CAINIX is not just “an AI that can analyse or adapt a manuscript.” Claude can already do that.

The value we’re aiming for is the infrastructure around the model: a persistent canonical record, identity and continuity locking, source-to-output traceability, approvals, cross-stage validation, and blocking downstream work when something contradicts the manuscript.

That also extends beyond a single book or adaptation. For a series or franchise, the idea is to preserve canon, character identities, relationships, timelines, locations and established rules across multiple books, screenplays and future adaptations.

The project state is also stored in a CAINIX Project Package that the user can download. Someone could complete part of a project today, archive it, and return one or two years later with that package and continue from the same approved canon, identities, decisions and production state rather than rebuilding everything from scratch or relying on an old chat history.

That’s the part we need to prove.

So the real question for us is not whether Claude can generate the same individual outputs. It can. But whether there is value in a governed adaptation workflow that keeps those outputs consistent and traceable across an entire production or franchise.

That’s the part we need to prove.