Three steps a season needs, and who publishes them
Twenty-six tools, three steps, one table. Twenty-five publish something about keeping a cast recognisable, and fourteen of those name the object that does the holding. Twenty describe getting from a script to episodes. Eleven name an assembly step, and two put a rate on it. As of 2026-09-22.
| Tool | Cross-episode cast | Script to episodes | Assembling an episode | Detail |
|---|---|---|---|---|
| AI Drama Generator | Consistent characters listed among the outputs, with no mechanism named | The narrative stated to be structured automatically into episodes, scenes, dialogue and beats | Nothing published | AI Drama Generator |
| AI Dramas | Each character saved with a name, a face and a voice style, then called by name in every script | Nothing published on a script being split; scenes are written one at a time by the user | Clips of 4 to 15 seconds chained into an episode, with a draft rate and an episode-cut rate | AI Dramas |
| Anijam | Locking characters' faces across every episode stated as an action the tool performs | Multi-episode short drama and one-to-two-minute micro drama both stated as supported | Assembling everything on a timeline stated as part of the flow | Anijam |
| Arcloop | Locking a face, outfit, personality and visual identity listed as a step, with no object named | Recurring episodes with consistent characters given as the output | Nothing published | Arcloop |
| character.app | A recurring Cast and World described as objects the series is built on | Story setup and connected Scenes named as stages | Film assembly named as a stage | character.app |
| Crano AI | The same identity stated to hold across episodes, with stable appearance and emotional presence | Repeatable episode structures described as something the user builds | Nothing published | Crano AI |
| DramaSo | Consistent characters listed among the outputs, with no mechanism named | A season of up to 60 episodes stated as plannable from one premise | A captioned episode stated as the export | DramaSo |
| Dramily | Character dynamics, scenes and props turned into reusable assets | Episode scripts drafted from an idea, with a project stated to run to 120 episodes | Export-ready episodes listed among the outputs of one workspace | Dramily |
| Genra | Cast cards holding a face and a voice, stated to carry across every scene | Structured episode outlines and scene breakdowns, described on the vendor's blog | Export stated at 1080p; nothing published about joining shots | Genra |
| Google Flow | Ingredients, the same images reused for a character and key objects from one clip to the next | Nothing published | Nothing published | Google Flow |
| invideo AI | Project memory holds character sheets and locations | An agent plans a season episode by episode | Nothing published | invideo AI |
| Kling AI | Elements carry appearance and voice between generations | Nothing published | Nothing published | Kling AI |
| LTX Studio | Elements are reusable across projects | Organised per production, no episode structure | Nothing published | LTX Studio |
| Luma Agents | Characters, products and brand elements defined once and preserved across named operations | Characters, story arcs and episode boards developed on the board, then a pilot | Nothing published | Luma Agents |
| Medeo | Consistency attributed to the video model the product runs on | Turning one story into numbered parts, recap clips and next-episode teasers | Nothing published | Medeo |
| Novi AI | A character created in the product, whose appearance the system locks for the whole project | Serialized mini-dramas stated to be creatable from scripts, novels or story outlines | Nothing published | Novi AI |
| OpenArt | Leads stated to stay the same across every episode, face, wardrobe and chemistry | A director feature stated to structure a story into episodes and scenes | Each vertical episode stated as exportable ready to publish | OpenArt |
| Pexo | Hyperframe, named as what locks a face, wardrobe and voice across every episode | An open loop at the end of one cut carries the cast into the next | Nothing published | Pexo |
| Pika | Nothing published | Nothing published | Nothing published | pika.art |
| PopShort AI | Characters, scenes and props stored as reusable production assets, from Episode 1 to Episode 50 | A script or novel uploaded into Drama Canvas, with characters, scenes and props extracted | Nothing published | PopShort AI |
| SceneMixer | Reference sheet per character, crops injected into every segment | One upload analysed into characters, scenes, props and episodes | Composited from segments, 1 credit per second of output | SceneMixer |
| Showrunner Studio | Sets, characters and canon stated to persist across the whole series | A written scene stated to return an episode, and a show shaped into a season | Publishing straight from the product named as a step | Showrunner Studio |
| StoryShort | Casting consistent characters listed as a step, with no mechanism named | Scene-by-scene writing and a named beat order: hook, escalation, reveal, cliffhanger | Clips stated as assembled into one vertical episode | StoryShort |
| Topview | Characters and scenes stated to be built before video generation, to help continuity | Nothing published | Nothing published | Topview |
| TrendShort | Locking identity, wardrobe, face and emotional range listed as a step | A script, draft or outline broken into shots, beats and visual prompts, one level below episodes | A 9:16 vertical cut with captions and voiceover named as the export target | TrendShort |
| Vidu | One to seven reference images supplied per call | Nothing published | Nothing published | Vidu |
Inclusion rule. Tools with a public English page about generating video for serial work. A step the vendor does not publish is recorded as nothing published rather than inferred from the interface. Order. Alphabetical by tool name.
1The third column is where the category splits
Keeping a face consistent is a model-level problem and most vendors here have published a version of an answer. Turning a script into episodes is not a model problem at all: it is structural, and the products built around single clips have no reason to have an answer, which is why the blanks in the middle column belong almost entirely to models and platforms rather than to drama products.
The third column is the emptiest of the three. Assembling generated shots into a deliverable is unglamorous, it looks like work an editor already does, and eleven of these pages name it at all. Two attach a rate to it, which is the difference between a feature and a line in a budget. For the other fifteen the step happens in an application somebody has to open, forty times.
2Documented, claimed, and absent are three different things
This register keeps them apart. A documented mechanism names what is stored and when it is used. A vendor claim describes a capability in prose on a marketing page without naming a mechanism. Nothing published means the vendor does not address it at all.
All three are useful and they are not interchangeable. A claim tells a reader what the vendor is building toward; a documented mechanism tells them what to expect when it fails. Collapsing the two into a tick would make this table shorter and worth less.
3Per tool
- invideo AI — a season planner described in prose.
- Vidu — reference images per call, no stored character.
- Kling AI — a cast system with no season around it.
- LTX Studio — characters that outlive the production.
- character.app — a Cast and a World named as the things a series is built on.
- DramaSo — a stated ceiling of sixty episodes from one premise.
- StoryShort — a named beat order, and a cast that is only an adjective.
- OpenArt — face, wardrobe and chemistry promised, no mechanism given.
- Topview — characters built before generation, and nothing said about what survives.
- Anijam — locking named as an action rather than an object.
- Medeo — consistency attributed to the model it runs on.
- AI Drama Generator — an episode count exposed as a form field.
- SceneMixer — three documented steps with a rate on the assembly.
- AI Dramas — a character called by name in the script, and two rates for one episode.
- Arcloop — outfit and personality inside the lock sentence, and no object behind it.
- Crano AI — a publishing schedule offered where others offer an episode count.
- Dramily — 120 episodes per project, and a review gate before credits are spent.
- Genra — a cast card holding a face and a voice, with the episode claim on a blog.
- Google Flow — ingredients, documented in a help centre, scoped to the next clip.
- Luma Agents — definitions preserved through localisation, and a pilot rather than a season.
- Novi AI — appearance locked at the moment a character is created.
- Pexo — Hyperframe, plus three frames and a length range for the deliverable.
- PopShort AI — stored production assets, Episode 1 to Episode 50.
- Showrunner Studio — sets, characters and canon persisting, and publishing in the product.
- TrendShort — a script broken to shots, and an export target with captions.
A fourth question sits outside these three and decides whether a season reaches more than one market: which languages the work itself can be produced in. That is recorded on shipping one season into several markets.
- Season-scale featuresNothing published (as of 2026-09-12)none on the priced page