AI content intelligence that reads everything so your commissioning team doesn't have to.
Commissioning decisions are made on summaries, samples and instinct because nobody can read ten thousand manuscripts. Our systems read all of them, score them against what has actually worked on your platform, and produce reports an editor can act on, at about a dollar per title.
What it is
Full-read analysis: models ingest an entire novel, script or audio series and produce structured reports on premise, pacing, hooks, characters, tropes, audience fit and risks, with citations into the text.
Hit prediction: machine-learning models trained on your catalogue's performance data that score and rank new titles. Our production models have run across 3,000+ show runs and are retrained as new data arrives.
Catalogue tooling: story-similarity detection to catch duplicates and near-copies, semantic search over tens of thousands of titles, and compression of 100-hour shows into short-form episode plans.
Who it's for
- Audio, video and publishing platforms commissioning hundreds of titles a year
- Studios and production houses screening inbound scripts and IP
- Web-novel and serialized-fiction platforms managing very large catalogues
- Acquisition teams evaluating catalogues for licensing deals
What you get
- Commissioning report pipeline with your rubric and tone, with per-title cost under control
- Hit-prediction model with ranked outputs, confidence and feature explanations
- Similarity and duplicate detection integrated with your CMS
- Dashboards for editors, with exportable reports
- Evals against past commissioning outcomes so you know the lift
How it works
- 01
Calibrate
We run our analysis on titles whose outcome you already know and compare against your team's judgement.
- 02
Tune
Rubrics, scoring weights and report formats are adjusted to your editorial voice.
- 03
Deploy
The pipeline runs on your inbound queue with dashboards and exports.
- 04
Retrain
Prediction models are refreshed as new performance data lands.
Related work
Commissioning reports from full reads
Reads web novels end to end and produces commissioning reports for 150+ shows, at about $1.15 per show for a first look.
Hit prediction
An ML model scoring and ranking thousands of stories across 3,000+ show runs to predict which will succeed before they are produced.
Questions
- How accurate is hit prediction?
- It depends on the catalogue and the data you have. We report lift against your current process on held-out titles before you rely on it, and we show feature explanations rather than a black-box score.
- What does a first look cost?
- Our production commissioning pipeline runs at about $1.15 per show for a full-read first look. Deeper reports cost more and are usually reserved for shortlisted titles.
- Can it read in Indian languages?
- Yes. We have analysed content in Hindi and other Indian languages as well as English, Spanish and Portuguese.
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Let's scope it.
Tell us the outcome you need. You'll get a concrete plan, a fixed quote and a prototype date.
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