Know the cost before you spend it.
Generative production fails commercially when spend is discovered rather than decided. Budget is enforced ahead of generation, reserved against the project, then reconciled against actual cost — with a forecast that improves as the film accumulates its own history.
What you get
The capabilities that matter most to this role.
See predicted cost for a batch before it runs, and reserve that amount against the project budget.
Hard or soft budgets per project, expected spend allocated per scene, and a maximum cost per approved shot.
Retries halt when marginal improvement drops or the cap is reached, so no shot can quietly consume the film.
The metric that actually matters, learned from your own acceptance history rather than vendor list prices.
Cost of rejected generations broken down by model and rejection reason, so routing can be corrected.
Remaining shots multiplied by your historical cost per approved shot, updated as the production runs.
Your workflow
Where you sit in the production graph, start to finish.
- 1Set the budget
Project ceiling, per-scene envelopes and shot-level caps before generation begins.
- 2Assign the team
Role-based membership so approvals, spend and sensitive assets are scoped correctly.
- 3Watch the queue
Jobs, provider, model, cost, progress and errors in one view.
- 4Gate the approvals
Production and hero shots require human sign-off before they consume hero budget.
- 5Reconcile
Estimated against actual spend at model, shot, scene and project level.
- 6Report
Acceptance rate, retries per shot, waste and forecast in a single production report.
What this solves
The failure modes generative production runs into, and how the platform answers them.
| The problem | How VFX.plus handles it |
|---|---|
| Runaway generation spend | Budget is reserved pre-flight, with hard caps and automatic stops on retry loops. |
| No idea what a film will cost | Forecast built from your studio's own cost-per-approved-shot history. |
| Vendor price changes break plans | Prices live in a model registry as configuration, never hard-coded. |
| Approvals happen in chat | Approval is a workflow state with an immutable audit trail. |
Built for every other role too
Ready to bring your team into the loop?
Request early access and we'll walk through your production.