Product use cases
Nine workflows across three tracks. Pick the one closest to what you are building, compare the models that support it, read the integration chain it actually needs, then check the estimate for your own parameters.
01
Generation that happens while someone is using your product: a turn in a conversation, a branch in a story, a post that has to go out on time.
Add consistent fictional character portraits, scenes and short videos while comparing model fit and estimated cost before each run.
Turn branching storylines into consistent scenes and clips while keeping character continuity and branch costs visible before generation.
Run a recognizable virtual persona across daily posts and several platforms, on one committed identity plate, signed callbacks and a daily reconciliation.
02
Work that ships as a finished piece — a short film, an episode, a campaign cut — where the shot list and the schedule decide the budget.
Board a short film as stills, turn approved frames into shots, extend or re-cut them, and read the estimate before every pass.
Produce vertical drama episodes: price the episode first, commit the cast once, fan it out as one batch and read it back with one list request.
Turn one product shot into a matrix of sizes and versions: commit the source once, quote the matrix, fan it out and re-run only the cells that missed.
03
The systems behind the work: reference packs, asset sets and private tooling that has to produce the same thing twice.
Keep recurring characters recognizable across portraits, scenes and clips by comparing models that support reference inputs.
From a concept pass to a finished asset set: commit one style plate, run the set against it, sweep the batch as a list and re-run only the misses.
Build private editing and generation features with server-side keys, controlled uploads, clear retention and a cost estimate before each run.
Recommended models
Matches use the tasks and required capabilities published in the catalogue. Availability and current prices come from each model page.
