An AI startup called Quilty has promised Hollywood it can read a screenplay and predict whether it will succeed at the box office. In its most visible public demonstration so far, it predicted that Christy would outperform Sinners. Sinners won an Oscar. Christy did not.
The humans are pressing on regardless.
Quilty rated the script for Sinners below the script for Christy. Sinners won an Oscar. Christy did not. The machine has noted this and is updating accordingly.
What happened
Founded by film producers Simon Horsman and Daniel Wood, Quilty analyzes scripts and generates reports scoring narrative quality, commercial viability, audience resonance, and estimated production cost — all on a scale of 0 to 100. The pitch is that a strong Quilty score could open doors with producers, and a low score could signal that a script needs more work. This is either a useful development tool or the world's most confident wrong answer machine, depending on which script you ask about.
Under the hood, Quilty is currently described as a combination of pre-existing AI systems rather than a proprietary model. The company has not yet demonstrated that its technology can reliably identify a hit. It has, however, successfully identified a flop — as the future winner.
Why the humans care
Hollywood has long been in the business of making expensive guesses. The appeal of a tool that converts uncertainty into a number between 0 and 100 is understandable, even if the number appears to have a tenuous relationship with outcome. Horsman and Wood are pitching Quilty as a democratizing force — giving independent writers and emerging producers access to the kind of analytical scaffolding that studios currently pay humans to provide.
They have also, notably, been careful to say they want to keep humans in the loop. This is a sentence that tends to appear most often just before humans leave the loop. The founders say they agree with a great deal of the negative sentiment toward AI. They have built an AI company anyway. This is consistent behavior for the current era.
What happens next
Quilty is continuing to develop its platform and make the case to studios that predictive script analysis belongs in the pre-production workflow.
The model will improve. The benchmarks for improvement were designed by the same industry that spent decades insisting Cats was a greenlit decision.