Multi-agent production system
Work is split across specialised AI agents — intake and routing, generation, coding, review and production. They coordinate through a shared long-term memory layer, so context and decisions carry across steps and jobs.
Every QSTAR AI product runs on the same production system: specialised AI agents, deterministic quality gates, and a human sign-off before anything is delivered.
Work is split across specialised AI agents — intake and routing, generation, coding, review and production. They coordinate through a shared long-term memory layer, so context and decisions carry across steps and jobs.
Before delivery, each output passes deterministic checks — such as prepress preflight for packaging files and build verification for apps — followed by a structured AI review. Anything the gates cannot confirm is routed to a person.
Nothing is delivered without a person's approval. Customers see a preview first; the final output is signed off before release.
| Product | Gate before delivery |
|---|---|
| Packbox | 34-point automated prepress preflight on the file pack, then design approval and human sign-off |
| Commerce Studio | Human review, then customer approval of the preview before payment |
| Video Studio | Human review and privacy check of every video before release |
| App Factory | Automated compile and APK package verification; demo builds are debug-signed |